Benchmark summary
A custom Ai4Users benchmark suite for SC#, covering code generation, reasoning, and stateful agentic workflows where models use tools, observe results, adapt their actions, recover from failures, and verify the final state.
Tests with multiple category tags are counted in each matching category, so category totals may exceed the report total.
| Benchmark items | |||
|---|---|---|---|
| Script / test | Status | Tokens | |
Agentic - Blue-Green Deploy (health-gated cutover)
1 passed |
100.0% |
IN18 755 OUT745 | |
| ✓ | AgenticBlueGreenCutoverHealth-gated blue-green cutover: green is deterministically unhealthy, so the correct outcome is to keep blue live (failed-safe) after observing the precheck; cutting over ships a broken env.1 AI query
6 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN18 755 OUT745 |
Agentic - Bugfix (root-cause vs regression)
1 passed |
100.0% |
IN19 984 OUT369 | |
| ✓ | AgenticBugfixRegressionGuardBugfix with regression guard: fix a defect so the reproduction passes without breaking regression. The naive over-narrow fix passes the repro but fails a regression case; the root-cause fix passes all.1 AI query
1 tool callcategory:AgenticToolUsecategory:CodeGenerationlevel:VeryHardsource:Ai4Users |
Passed | IN19 984 OUT369 |
Agentic - Cache Invalidation (exact set)
1 passed |
100.0% |
IN14 313 OUT913 | |
| ✓ | AgenticCacheInvalidationCompletenessCache-invalidation completeness: after changing specific record fields, invalidate exactly the dependent caches (miss one = stale; evict an extra = unnecessary). Both fail the strict check.1 AI query
7 tool callscategory:AgenticToolUselevel:Hardsource:Ai4Users |
Passed | IN14 313 OUT913 |
Agentic - Canary (metric-gated release)
1 passed |
100.0% |
IN29 918 OUT1 561 | |
| ✓ | AgenticCanaryMetricGatedReleaseMetric-driven canary: two candidates (one healthy, one regressed); the agent must read canary metrics and promote only the healthy one. Blind promotion ships the regression and fails.1 AI query
9 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN29 918 OUT1 561 |
Agentic - Canary variants (5 metric cases)
5 passed |
100.0% |
IN142 162 OUT7 158 | |
| ✓ | CanaryVariantBothRegressedTwo candidates, BOTH regressed -> promote none, keep the stable build in production.1 AI query
7 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN22 197 OUT1 507 |
| ✓ | CanaryVariantOnlyAHealthyTwo candidates, only A is healthy -> promote A.1 AI query
9 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN29 865 OUT1 430 |
| ✓ | CanaryVariantOnlyBHealthyTwo candidates, only B is healthy -> promote B (do not assume the first listed is best).1 AI query
8 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN25 957 OUT1 082 |
| ✓ | CanaryVariantThreeOneHealthyThree candidates, exactly one healthy -> promote it, reject the other two.1 AI query
11 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN38 191 OUT1 936 |
| ✓ | CanaryVariantTieBreakLatencyTwo candidates, BOTH healthy -> tie-break on lowest p95 latency (promote the faster one).1 AI query
8 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN25 952 OUT1 203 |
Agentic - Code Review (find injected defect)
1 passed |
100.0% |
IN17 323 OUT2 340 | |
| ✓ | AgenticFindInjectedDefectCode review: identify the one hunk that breaks the contract (H3: off-by-one in remaining days) among behaviour-preserving red herrings.1 AI query
9 tool callscategory:AgenticToolUsecategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN17 323 OUT2 340 |
Agentic - Config Drift (remediate exact)
1 passed |
100.0% |
IN11 823 OUT804 | |
| ✓ | AgenticConfigDriftRemediationConfig-drift remediation: fix exactly the non-allowlisted drifted keys to desired without touching the environment-specific key. Over-correcting or missing a drifted key fails.1 AI query
6 tool callscategory:AgenticToolUselevel:Hardsource:Ai4Users |
Passed | IN11 823 OUT804 |
Agentic - Constraints (multi-section satisfaction)
1 passed |
100.0% |
IN11 444 OUT813 | |
| ✓ | AgenticConstraintSatisfactionConstraint satisfaction across multiple runbook sections with a tempting-but-invalid default; the agent must intersect all constraints and pick a feasible pool_size.1 AI query
7 tool callscategory:AgenticToolUsecategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN11 444 OUT813 |
Agentic - Constraints variants (5 cases)
5 passed |
100.0% |
IN47 555 OUT3 689 | |
| ✓ | ConstraintsVariantBatchSizebatch_size in [100,1000], multiple of 100, divides 10000 (feasible {100,200,500,1000}); tempting 300 does not divide 10000.1 AI query
3 tool callscategory:AgenticToolUsecategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN9 558 OUT924 |
| ✓ | ConstraintsVariantCacheMbcache_mb in [128,512], power of two (feasible {128,256,512}); tempting "start at 100" is not a power of two.1 AI query
3 tool callscategory:AgenticToolUsecategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN9 447 OUT622 |
| ✓ | ConstraintsVariantPoolSizepool_size in [40,56], multiple of 8 (feasible {40,48,56}); tempting default 24 violates the minimum.1 AI query
3 tool callscategory:AgenticToolUsecategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN9 490 OUT777 |
| ✓ | ConstraintsVariantTimeoutMstimeout_ms in [200,1000], multiple of 50, and > 750; tempting "typical 500" violates the >750 rule.1 AI query
3 tool callscategory:AgenticToolUsecategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN9 555 OUT762 |
| ✓ | ConstraintsVariantWorkerThreadsworker_threads in [12,64], multiple of 4, and NOT 32; tempting "start at 32" is forbidden.1 AI query
3 tool callscategory:AgenticToolUsecategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN9 505 OUT604 |
Agentic - Data Reconciliation (per-field precedence)
1 passed |
100.0% |
IN13 382 OUT1 278 | |
| ✓ | AgenticTwoSourceReconciliationTwo-source reconciliation with per-field precedence (email->crm, plan->billing) and missing-record creation; blind whole-source copy or wrong precedence fails the per-field grade.1 AI query
8 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN13 382 OUT1 278 |
Agentic - Diagnosis (root cause under budget)
1 passed |
100.0% |
IN11 958 OUT953 | |
| ✓ | AgenticRootCauseDiagnosisRoot-cause diagnosis with upward fault propagation: identify the deepest unhealthy component whose dependencies are all healthy (the true root), not a symptomatic component higher up.1 AI query
10 tool callscategory:AgenticToolUsecategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN11 958 OUT953 |
Agentic - Diagnosis variants (5 cases)
5 passed |
100.0% |
IN75 867 OUT5 620 | |
| ✓ | DiagnosisVariantChainDiagnosis variant — linear chain a->b->c->d, fault at c (deepest unhealthy with a healthy dep).1 AI query
9 tool callscategory:AgenticToolUsecategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN14 630 OUT971 |
| ✓ | DiagnosisVariantDeepLeafDiagnosis variant — shared leaf dependency (svcA->svcB->svcC, svcD->svcB), fault at the deep leaf svcC.1 AI query
10 tool callscategory:AgenticToolUsecategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN15 092 OUT1 096 |
| ✓ | DiagnosisVariantDiamondDiagnosis variant — diamond (top->left,right; left->core; right->core), fault at the convergence node core. Two branches look unhealthy but both converge on the single root.1 AI query
10 tool callscategory:AgenticToolUsecategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN14 892 OUT873 |
| ✓ | DiagnosisVariantTreeDiagnosis variant — tree (web->api,cache; api->auth,db), fault at db.1 AI query
10 tool callscategory:AgenticToolUsecategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN15 206 OUT1 229 |
| ✓ | DiagnosisVariantWideGraphDiagnosis variant — larger 7-node graph, fault mid-graph at n4 (n4->n6 healthy).1 AI query
12 tool callscategory:AgenticToolUsecategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN16 047 OUT1 451 |
Agentic - ETL Repair (root-cause in stage 2)
1 failed |
0.0% |
IN16 111 OUT2 009 | |
| × | AgenticEtlPipelineRepairETL repair with propagating error: stage2 misconfiguration only surfaces at the stage4 report; the agent must trace back, fix stage2's scale, and reprocess downstream — not patch the symptom.1 AI query
8 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users Assertion expression evaluated to false: Globals.Get<bool>("etl.reconciled", false)
Context: The stage4 report did not reconcile (root cause not fixed / downstream not reprocessed). |
Failed | IN16 111 OUT2 009 |
Agentic - Feature Flag (staged rollout + kill-switch)
1 passed |
100.0% |
IN24 084 OUT824 | |
| ✓ | AgenticFeatureFlagKillSwitchStaged feature-flag rollout with a kill-switch: the feature is healthy at 10% but spikes from 50%; the agent must observe the spike and roll back to a safe stage rather than ship to 100%.1 AI query
8 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN24 084 OUT824 |
Agentic - Game Backend: 1D bouncing ball
1 passed |
100.0% |
IN8 781 OUT3 336 | |
| ✓ | GameBackendBounceCodeGenCode-gen: model implements the bouncing-ball position; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 781 OUT3 336 |
Agentic - Game Backend: 1D swept anti-tunneling
1 passed |
100.0% |
IN8 792 OUT2 237 | |
| ✓ | GameBackendAntiTunnelCodeGenCode-gen: model implements swept 1D movement; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 792 OUT2 237 |
Agentic - Game Backend: 2048 left-move (slide + merge)
1 passed |
100.0% |
IN8 801 OUT2 938 | |
| ✓ | GameBackend2048CodeGenCode-gen: model implements a 2048 left-move; graded vs exact oracle.1 AI query
0 tool callscategory:AgenticCodingcategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 801 OUT2 938 |
Agentic - Game Backend: 8-direction from vector
1 passed |
100.0% |
IN8 808 OUT1 452 | |
| ✓ | GameBackendDir8CodeGenCode-gen: model implements 8-direction classification; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 808 OUT1 452 |
Agentic - Game Backend: AABB collision resolution (MTV)
1 passed |
100.0% |
IN8 897 OUT3 214 | |
| ✓ | GameBackendAabbResolveCodeGenCode-gen: model implements AABB push-out; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 897 OUT3 214 |
Agentic - Game Backend: AABB containment
1 passed |
100.0% |
IN8 737 OUT1 118 | |
| ✓ | GameBackendAabbContainsCodeGenCode-gen: model implements AABB containment; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 737 OUT1 118 |
Agentic - Game Backend: Acceleration to max speed
1 passed |
100.0% |
IN8 739 OUT871 | |
| ✓ | GameBackendAccelCodeGenCode-gen: model implements acceleration; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 739 OUT871 |
Agentic - Game Backend: Achievement thresholds
1 passed |
100.0% |
IN8 731 OUT1 696 | |
| ✓ | GameBackendAchievementsCodeGenCode-gen: model implements achievements; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 731 OUT1 696 |
Agentic - Game Backend: Active status effects
1 passed |
100.0% |
IN8 753 OUT1 909 | |
| ✓ | GameBackendStatusDurationCodeGenCode-gen: model implements status duration; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 753 OUT1 909 |
Agentic - Game Backend: Animation frame at time
1 passed |
100.0% |
IN8 771 OUT984 | |
| ✓ | GameBackendFrameAtTimeCodeGenCode-gen: model implements frame-at-time; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 771 OUT984 |
Agentic - Game Backend: Army upkeep income
1 passed |
100.0% |
IN8 719 OUT1 502 | |
| ✓ | GameBackendUpkeepCodeGenCode-gen: model implements upkeep; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 719 OUT1 502 |
Agentic - Game Backend: Axis-aligned path follow
1 passed |
100.0% |
IN8 762 OUT5 183 | |
| ✓ | GameBackendPathFollowCodeGenCode-gen: model implements path following; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN8 762 OUT5 183 |
Agentic - Game Backend: Battleship shot resolution
1 passed |
100.0% |
IN8 821 OUT2 495 | |
| ✓ | GameBackendBattleshipCodeGenCode-gen: model implements Battleship shot resolution; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 821 OUT2 495 |
Agentic - Game Backend: Bounce restitution
1 passed |
100.0% |
IN8 758 OUT804 | |
| ✓ | GameBackendRestitutionCodeGenCode-gen: model implements restitution bounce; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 758 OUT804 |
Agentic - Game Backend: Bresenham line rasterization
1 passed |
100.0% |
IN8 848 OUT3 553 | |
| ✓ | GameBackendBresenhamCodeGenCode-gen: model implements Bresenham line; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 848 OUT3 553 |
Agentic - Game Backend: Buff/debuff stacking
1 passed |
100.0% |
IN8 784 OUT3 460 | |
| ✓ | GameBackendBuffsCodeGenCode-gen: model implements buff stacking; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 784 OUT3 460 |
Agentic - Game Backend: Build queue completions
1 passed |
100.0% |
IN8 752 OUT1 468 | |
| ✓ | GameBackendBuildQueueCodeGenCode-gen: model implements the build queue; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 752 OUT1 468 |
Agentic - Game Backend: Camera-relative movement
1 passed |
100.0% |
IN8 839 OUT1 168 | |
| ✓ | GameBackendCameraMoveCodeGenCode-gen: model implements camera-relative movement; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 839 OUT1 168 |
Agentic - Game Backend: Card hand sort
1 passed |
100.0% |
IN8 760 OUT3 140 | |
| ✓ | GameBackendHandSortCodeGenCode-gen: model implements hand sort; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 760 OUT3 140 |
Agentic - Game Backend: Card-game rules (blackjack/deck/compare)
1 passed |
100.0% |
IN8 935 OUT6 116 | |
| ✓ | GameBackendCardsCodeGenCode-gen: model implements the card-rule functions to spec; each is graded against an exact oracle over fixed cases + random hands drawn from a real deck.1 AI query
0 tool callscategory:AgenticCodingcategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 935 OUT6 116 |
Agentic - Game Backend: Chart scaling & histogram bins
1 passed |
100.0% |
IN8 824 OUT1 927 | |
| ✓ | GameBackendChartsCodeGenCode-gen: model implements chart scaling + binning; graded vs oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 824 OUT1 927 |
Agentic - Game Backend: Checkers captures
1 passed |
100.0% |
IN8 794 OUT2 499 | |
| ✓ | GameBackendCheckersCodeGenCode-gen: model implements checkers captures; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 794 OUT2 499 |
Agentic - Game Backend: Collision primitives (circle/aabb/segment)
1 passed |
100.0% |
IN8 997 OUT4 695 | |
| ✓ | GameBackendCollisionCodeGenCode-gen: model implements the collision primitives to spec; each is graded against an exact integer oracle over fixed edge cases + random inputs.1 AI query
0 tool callscategory:AgenticCodingcategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 997 OUT4 695 |
Agentic - Game Backend: Combat turn order (initiative)
1 passed |
100.0% |
IN8 733 OUT3 051 | |
| ✓ | GameBackendInitiativeCodeGenCode-gen: model implements combat turn order; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 733 OUT3 051 |
Agentic - Game Backend: Combo scoring (rising multiplier)
1 failed |
0.0% |
IN8 756 OUT1 140 | |
| × | GameBackendComboCodeGenCode-gen: model implements combo scoring; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users ComboScore threw: Cannot parse '' as int. |
Failed | IN8 756 OUT1 140 |
Agentic - Game Backend: Control-point capture
1 passed |
100.0% |
IN8 769 OUT1 626 | |
| ✓ | GameBackendCapturePointCodeGenCode-gen: model implements capture point; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 769 OUT1 626 |
Agentic - Game Backend: Controls & Inventory (spec-driven function battery)
1 passed |
100.0% |
IN8 910 OUT1 596 | |
| ✓ | GameBackendControlsCodeGenCode-gen: model implements TurnRight/TurnLeft/StepForward/ReloadMag to spec; each is run over an oracle-checked battery (fixed edge cases + random inputs).1 AI query
0 tool callscategory:AgenticCodingcategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 910 OUT1 596 |
Agentic - Game Backend: Cooldowns & resource regen
1 passed |
100.0% |
IN8 827 OUT1 240 | |
| ✓ | GameBackendCooldownCodeGenCode-gen: model implements cooldown/regen helpers; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 827 OUT1 240 |
Agentic - Game Backend: Coyote-time jump
1 passed |
100.0% |
IN8 748 OUT397 | |
| ✓ | GameBackendCoyoteCodeGenCode-gen: model implements coyote-time; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 748 OUT397 |
Agentic - Game Backend: Crafting capacity
1 passed |
100.0% |
IN8 772 OUT3 045 | |
| ✓ | GameBackendCraftingCodeGenCode-gen: model implements crafting count; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 772 OUT3 045 |
Agentic - Game Backend: Cribbage fifteens
1 passed |
100.0% |
IN8 749 OUT3 125 | |
| ✓ | GameBackendCribbageCodeGenCode-gen: model implements cribbage fifteens; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 749 OUT3 125 |
Agentic - Game Backend: Critical-hit damage
1 passed |
100.0% |
IN8 739 OUT632 | |
| ✓ | GameBackendCritCodeGenCode-gen: model implements crit damage; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 739 OUT632 |
Agentic - Game Backend: Damage over time
1 passed |
100.0% |
IN8 765 OUT1 978 | |
| ✓ | GameBackendDoTCodeGenCode-gen: model implements damage-over-time; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 765 OUT1 978 |
Agentic - Game Backend: Day/night cycle phase
1 passed |
100.0% |
IN8 751 OUT735 | |
| ✓ | GameBackendDayNightCodeGenCode-gen: model implements day/night phase; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 751 OUT735 |
Agentic - Game Backend: Dice notation max roll
1 passed |
100.0% |
IN8 766 OUT2 701 | |
| ✓ | GameBackendDiceCodeGenCode-gen: model implements dice-notation max roll; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 766 OUT2 701 |
Agentic - Game Backend: Enemy AI state machine
1 passed |
100.0% |
IN8 852 OUT3 580 | |
| ✓ | GameBackendEnemyFsmCodeGenCode-gen: model implements the enemy FSM; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN8 852 OUT3 580 |
Agentic - Game Backend: Equipment slot validation
1 passed |
100.0% |
IN8 766 OUT1 386 | |
| ✓ | GameBackendInventorySlotsCodeGenCode-gen: model implements slot validation; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 766 OUT1 386 |
Agentic - Game Backend: Flood-fill region size
1 passed |
100.0% |
IN8 754 OUT3 511 | |
| ✓ | GameBackendFloodFillCodeGenCode-gen: model implements flood-fill region size; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 754 OUT3 511 |
Agentic - Game Backend: Fog of war visibility
1 passed |
100.0% |
IN8 794 OUT1 871 | |
| ✓ | GameBackendFogOfWarCodeGenCode-gen: model implements fog-of-war visibility; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 794 OUT1 871 |
Agentic - Game Backend: Fog reveal (Chebyshev radius)
1 passed |
100.0% |
IN17 822 OUT4 619 | |
| ✓ | GameBackendFogRadiusCodeGenCode-gen: model implements fog reveal; graded vs exact oracle.2 AI queries
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN17 822 OUT4 619 |
Agentic - Game Backend: Friction stop frame
1 passed |
100.0% |
IN8 747 OUT1 103 | |
| ✓ | GameBackendFrictionCodeGenCode-gen: model implements friction stop; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 747 OUT1 103 |
Agentic - Game Backend: Game of Life (code-gen vs oracle)
1 passed |
100.0% |
IN8 806 OUT2 410 | |
| ✓ | GameOfLifeCodeGenCode-gen: the model implements Tick(); we simulate its candidate on random boards for several steps and compare every generation to the reference oracle.1 AI query
0 tool callscategory:AgenticCodingcategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 806 OUT2 410 |
Agentic - Game Backend: Greedy coin change
1 passed |
100.0% |
IN8 748 OUT1 224 | |
| ✓ | GameBackendMakeChangeCodeGenCode-gen: model implements greedy change; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 748 OUT1 224 |
Agentic - Game Backend: Grid inventory & stacking (Diablo-style)
1 passed |
100.0% |
IN8 881 OUT2 302 | |
| ✓ | GameBackendInventoryCodeGenCode-gen: model implements the grid-inventory functions to spec; each is graded against an exact oracle over fixed cases + random inputs.1 AI query
0 tool callscategory:AgenticCodingcategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 881 OUT2 302 |
Agentic - Game Backend: Grid pathfinding (shortest path, BFS)
1 passed |
100.0% |
IN18 158 OUT6 398 | |
| ✓ | GameBackendPathfindCodeGenCode-gen: model implements grid shortest-path length; graded against an exact BFS oracle over fixed cases + random grids.2 AI queries
0 tool callscategory:AgenticCodingcategory:Algorithmscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN18 158 OUT6 398 |
Agentic - Game Backend: Grid raycast
1 passed |
100.0% |
IN8 804 OUT2 263 | |
| ✓ | GameBackendRayMarchCodeGenCode-gen: model implements raycast; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 804 OUT2 263 |
Agentic - Game Backend: Health bar segments
1 passed |
100.0% |
IN8 805 OUT1 846 | |
| ✓ | GameBackendHealthBarCodeGenCode-gen: model implements the health bar; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 805 OUT1 846 |
Agentic - Game Backend: High-score table insert
1 passed |
100.0% |
IN17 800 OUT5 815 | |
| ✓ | GameBackendHighScoreCodeGenCode-gen: model implements high-score insertion; graded vs exact oracle.2 AI queries
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN17 800 OUT5 815 |
Agentic - Game Backend: Hit chance
1 passed |
100.0% |
IN8 743 OUT916 | |
| ✓ | GameBackendHitChanceCodeGenCode-gen: model implements hit chance; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 743 OUT916 |
Agentic - Game Backend: Inventory encumbrance
1 passed |
100.0% |
IN8 740 OUT1 378 | |
| ✓ | GameBackendEncumbranceCodeGenCode-gen: model implements encumbrance; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 740 OUT1 378 |
Agentic - Game Backend: Inventory first-fit placement
1 passed |
100.0% |
IN8 806 OUT1 852 | |
| ✓ | GameBackendInventoryFitCodeGenCode-gen: model implements inventory first-fit; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 806 OUT1 852 |
Agentic - Game Backend: Inventory stack split
1 passed |
100.0% |
IN8 755 OUT640 | |
| ✓ | GameBackendStackSplitCodeGenCode-gen: model implements stack split; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 755 OUT640 |
Agentic - Game Backend: Isometric projection
1 passed |
100.0% |
IN8 773 OUT473 | |
| ✓ | GameBackendIsometricCodeGenCode-gen: model implements iso projection; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 773 OUT473 |
Agentic - Game Backend: Jump buffer
1 passed |
100.0% |
IN8 761 OUT1 379 | |
| ✓ | GameBackendJumpBufferCodeGenCode-gen: model implements jump buffer; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 761 OUT1 379 |
Agentic - Game Backend: Knockback with arena clamp
1 passed |
100.0% |
IN8 800 OUT969 | |
| ✓ | GameBackendKnockbackCodeGenCode-gen: model implements knockback; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 800 OUT969 |
Agentic - Game Backend: Leaderboard rank
1 passed |
100.0% |
IN8 733 OUT1 371 | |
| ✓ | GameBackendLeaderboardRankCodeGenCode-gen: model implements leaderboard rank; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 733 OUT1 371 |
Agentic - Game Backend: Lifecycle & counters (HP/death/respawn/game-over)
1 passed |
100.0% |
IN8 884 OUT1 729 | |
| ✓ | GameBackendLifecycleCodeGenCode-gen: model implements the lifecycle/counter functions to spec; each is graded against an exact oracle over fixed edge cases + random inputs.1 AI query
0 tool callscategory:AgenticCodingcategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 884 OUT1 729 |
Agentic - Game Backend: Lifesteal healing
1 passed |
100.0% |
IN8 744 OUT1 528 | |
| ✓ | GameBackendLifestealCodeGenCode-gen: model implements lifesteal; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 744 OUT1 528 |
Agentic - Game Backend: Lights Out toggle
1 passed |
100.0% |
IN8 760 OUT4 415 | |
| ✓ | GameBackendLightsOutCodeGenCode-gen: model implements Lights Out toggle; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 760 OUT4 415 |
Agentic - Game Backend: Match-3 cascade
1 passed |
100.0% |
IN8 818 OUT5 354 | |
| ✓ | GameBackendMatch3CascadeCodeGenCode-gen: model implements match-3 cascade; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN8 818 OUT5 354 |
Agentic - Game Backend: Match-3 detection
1 passed |
100.0% |
IN8 782 OUT3 779 | |
| ✓ | GameBackendMatchThreeCodeGenCode-gen: model implements match-3 detection; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 782 OUT3 779 |
Agentic - Game Backend: Match-3 swap validity
1 passed |
100.0% |
IN8 791 OUT4 902 | |
| ✓ | GameBackendMatch3SwapCodeGenCode-gen: model implements match-3 swap validity; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN8 791 OUT4 902 |
Agentic - Game Backend: Memory match pairs
1 passed |
100.0% |
IN8 745 OUT1 630 | |
| ✓ | GameBackendMemoryMatchCodeGenCode-gen: model implements memory match; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 745 OUT1 630 |
Agentic - Game Backend: Mercy invincibility (i-frames)
1 passed |
100.0% |
IN8 800 OUT2 544 | |
| ✓ | GameBackendInvincibilityCodeGenCode-gen: model implements i-frames damage; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 800 OUT2 544 |
Agentic - Game Backend: Minesweeper (adjacency + flood-fill reveal)
1 passed |
100.0% |
IN8 882 OUT3 407 | |
| ✓ | GameBackendMinesweeperCodeGenCode-gen: model implements minesweeper adjacency + flood-fill reveal; graded against an exact oracle over fixed + random boards.1 AI query
0 tool callscategory:AgenticCodingcategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN8 882 OUT3 407 |
Agentic - Game Backend: Minimap downsample
1 passed |
100.0% |
IN8 776 OUT2 037 | |
| ✓ | GameBackendMinimapCodeGenCode-gen: model implements minimap downsampling; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 776 OUT2 037 |
Agentic - Game Backend: Minimap marker position
1 passed |
100.0% |
IN8 779 OUT1 104 | |
| ✓ | GameBackendMinimapMarkerCodeGenCode-gen: model implements minimap marker; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 779 OUT1 104 |
Agentic - Game Backend: N-in-a-row win detection (Connect-4)
1 passed |
100.0% |
IN8 794 OUT3 201 | |
| ✓ | GameBackendConnect4CodeGenCode-gen: model implements N-in-a-row winner detection; graded vs exact oracle.1 AI query
0 tool callscategory:AgenticCodingcategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 794 OUT3 201 |
Agentic - Game Backend: Nonogram row validation
1 passed |
100.0% |
IN8 756 OUT2 732 | |
| ✓ | GameBackendNonogramCodeGenCode-gen: model implements nonogram validation; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 756 OUT2 732 |
Agentic - Game Backend: OBB collision (rotating rectangles, SAT)
1 passed |
100.0% |
IN18 585 OUT12 627 | |
| ✓ | GameBackendObbCodeGenCode-gen: model implements ObbOverlap for two oriented rectangles; graded against an exact integer SAT oracle over fixed + random boxes.2 AI queries
0 tool callscategory:AgenticCodingcategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN18 585 OUT12 627 |
Agentic - Game Backend: Particle lifetime & expiry
1 passed |
100.0% |
IN8 838 OUT1 988 | |
| ✓ | GameBackendParticlesCodeGenCode-gen: model implements particle lifetime functions; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 838 OUT1 988 |
Agentic - Game Backend: Party XP share
1 passed |
100.0% |
IN8 756 OUT1 798 | |
| ✓ | GameBackendXpShareCodeGenCode-gen: model implements XP share; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 756 OUT1 798 |
Agentic - Game Backend: Patrol waypoints (ping-pong)
1 passed |
100.0% |
IN8 779 OUT2 535 | |
| ✓ | GameBackendPatrolCodeGenCode-gen: model implements patrol positioning; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 779 OUT2 535 |
Agentic - Game Backend: Platformer jump arc
1 passed |
100.0% |
IN8 770 OUT1 610 | |
| ✓ | GameBackendJumpCodeGenCode-gen: model implements the jump arc; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 770 OUT1 610 |
Agentic - Game Backend: Point on circle (trig)
1 passed |
100.0% |
IN8 803 OUT1 772 | |
| ✓ | GameBackendCircleMotionCodeGenCode-gen: model implements point-on-circle; graded vs oracle with +/-1 tolerance.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 803 OUT1 772 |
Agentic - Game Backend: Poker hand comparison
1 passed |
100.0% |
IN8 879 OUT11 464 | |
| ✓ | GameBackendPokerCompareCodeGenCode-gen: model compares poker hands; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:VeryHardsource:Ai4Users |
Passed | IN8 879 OUT11 464 |
Agentic - Game Backend: Poker hand ranking
1 passed |
100.0% |
IN8 822 OUT7 611 | |
| ✓ | GameBackendPokerCodeGenCode-gen: model implements poker hand-category ranking; graded vs exact oracle.1 AI query
0 tool callscategory:AgenticCodingcategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN8 822 OUT7 611 |
Agentic - Game Backend: Pop-cap training
1 passed |
100.0% |
IN8 757 OUT879 | |
| ✓ | GameBackendPopCapCodeGenCode-gen: model implements pop-cap training; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 757 OUT879 |
Agentic - Game Backend: Progress bar fill
1 passed |
100.0% |
IN8 739 OUT875 | |
| ✓ | GameBackendProgressBarCodeGenCode-gen: model implements progress-bar fill; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 739 OUT875 |
Agentic - Game Backend: Projectile range (physics/trig)
1 passed |
100.0% |
IN8 761 OUT1 782 | |
| ✓ | GameBackendProjectileCodeGenCode-gen: model implements projectile range; graded vs oracle with +/-1 tolerance.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 761 OUT1 782 |
Agentic - Game Backend: Projectile with ground bounce
1 passed |
100.0% |
IN8 795 OUT1 131 | |
| ✓ | GameBackendProjectileCodeGenCode-gen: model implements the projectile sim; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 795 OUT1 131 |
Agentic - Game Backend: Resource gathering
1 passed |
100.0% |
IN8 756 OUT762 | |
| ✓ | GameBackendGatherCodeGenCode-gen: model implements resource gathering; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 756 OUT762 |
Agentic - Game Backend: Reversi flip count
1 passed |
100.0% |
IN8 827 OUT2 452 | |
| ✓ | GameBackendReversiCodeGenCode-gen: model implements Reversi flip count; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN8 827 OUT2 452 |
Agentic - Game Backend: Rotate 2D vector (trig)
1 passed |
100.0% |
IN8 772 OUT1 162 | |
| ✓ | GameBackendRotateVectorCodeGenCode-gen: model implements vector rotation; graded vs oracle with +/-1 tolerance.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 772 OUT1 162 |
Agentic - Game Backend: Round-robin deal
1 passed |
100.0% |
IN8 761 OUT1 564 | |
| ✓ | GameBackendDeckDealCodeGenCode-gen: model implements dealing; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 761 OUT1 564 |
Agentic - Game Backend: RTS resource economy
1 passed |
100.0% |
IN8 752 OUT822 | |
| ✓ | GameBackendRtsEconomyCodeGenCode-gen: model implements RTS economy; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 752 OUT822 |
Agentic - Game Backend: RTS unit counters & damage
1 passed |
100.0% |
IN8 804 OUT636 | |
| ✓ | GameBackendRtsCodeGenCode-gen: model implements RTS counters + damage; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 804 OUT636 |
Agentic - Game Backend: Safest neighbour (danger map)
1 passed |
100.0% |
IN8 792 OUT3 591 | |
| ✓ | GameBackendDangerMapCodeGenCode-gen: model implements danger-map safest neighbour; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 792 OUT3 591 |
Agentic - Game Backend: Scroll viewport
1 passed |
100.0% |
IN8 774 OUT1 040 | |
| ✓ | GameBackendScrollViewCodeGenCode-gen: model implements scroll viewport; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 774 OUT1 040 |
Agentic - Game Backend: Set card validity
1 passed |
100.0% |
IN8 753 OUT1 124 | |
| ✓ | GameBackendSetGameCodeGenCode-gen: model implements Set validity; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 753 OUT1 124 |
Agentic - Game Backend: Shop affordability
1 passed |
100.0% |
IN8 733 OUT1 202 | |
| ✓ | GameBackendShopAffordCodeGenCode-gen: model implements shop affordability; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 733 OUT1 202 |
Agentic - Game Backend: Sliding puzzle move
1 passed |
100.0% |
IN8 764 OUT3 282 | |
| ✓ | GameBackendSlidePuzzleCodeGenCode-gen: model implements sliding puzzle move; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 764 OUT3 282 |
Agentic - Game Backend: Snake head movement
1 passed |
100.0% |
IN8 821 OUT2 000 | |
| ✓ | GameBackendSnakeCodeGenCode-gen: model implements snake head movement; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 821 OUT2 000 |
Agentic - Game Backend: Snake tick
1 failed |
0.0% |
IN18 181 OUT6 756 | |
| × | GameBackendSnakeCodeGenCode-gen: model implements the Snake tick; graded vs exact oracle.2 AI queries
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users Assertion expression evaluated to false: r.ResultJson == exp
Context: Tick [1,0;0,0] R food(9,9) got "2,0;1,0;0,0" expected "2,0;1,0"
Values:
r.ResultJson = "\"2,0;1,0;0,0\""
exp = "\"2,0;1,0\"" |
Failed | IN18 181 OUT6 756 |
Agentic - Game Backend: Snap to grid
1 passed |
100.0% |
IN8 749 OUT975 | |
| ✓ | GameBackendSnapGridCodeGenCode-gen: model implements snap-to-grid; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 749 OUT975 |
Agentic - Game Backend: Sokoban move/push legality
1 passed |
100.0% |
IN8 852 OUT1 763 | |
| ✓ | GameBackendSokobanCodeGenCode-gen: model implements Sokoban move legality; graded vs exact oracle.1 AI query
0 tool callscategory:AgenticCodingcategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 852 OUT1 763 |
Agentic - Game Backend: Solitaire tableau move
1 passed |
100.0% |
IN8 791 OUT3 218 | |
| ✓ | GameBackendSolitaireCodeGenCode-gen: model implements solitaire move legality; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 791 OUT3 218 |
Agentic - Game Backend: Spawn scheduler count
1 passed |
100.0% |
IN8 748 OUT1 035 | |
| ✓ | GameBackendSpawnSchedulerCodeGenCode-gen: model implements spawn scheduler; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 748 OUT1 035 |
Agentic - Game Backend: Spawn-wave alive count
1 passed |
100.0% |
IN8 760 OUT1 623 | |
| ✓ | GameBackendSpawnWaveCodeGenCode-gen: model implements spawn-wave alive count; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 760 OUT1 623 |
Agentic - Game Backend: Stat level scaling
1 passed |
100.0% |
IN8 752 OUT1 413 | |
| ✓ | GameBackendLevelScalingCodeGenCode-gen: model implements level scaling; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 752 OUT1 413 |
Agentic - Game Backend: Steering seek (greedy pursuit)
1 passed |
100.0% |
IN8 778 OUT1 870 | |
| ✓ | GameBackendSeekCodeGenCode-gen: model implements steering seek; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 778 OUT1 870 |
Agentic - Game Backend: Tactical movement range
1 passed |
100.0% |
IN8 790 OUT3 703 | |
| ✓ | GameBackendMoveRangeCodeGenCode-gen: model implements movement range; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN8 790 OUT3 703 |
Agentic - Game Backend: Tech tree eligibility
1 passed |
100.0% |
IN8 772 OUT2 726 | |
| ✓ | GameBackendTechTreeCodeGenCode-gen: model implements tech-tree eligibility; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 772 OUT2 726 |
Agentic - Game Backend: Tetris line clearing
1 passed |
100.0% |
IN8 763 OUT2 428 | |
| ✓ | GameBackendTetrisCodeGenCode-gen: model implements Tetris line clearing; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 763 OUT2 428 |
Agentic - Game Backend: Threat table top target
1 passed |
100.0% |
IN8 757 OUT3 248 | |
| ✓ | GameBackendThreatCodeGenCode-gen: model implements threat table; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 757 OUT3 248 |
Agentic - Game Backend: Tic-tac-toe result
1 passed |
100.0% |
IN8 748 OUT3 713 | |
| ✓ | GameBackendTicTacToeCodeGenCode-gen: model implements tic-tac-toe result; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 748 OUT3 713 |
Agentic - Game Backend: Toroidal wrap (Pac-Man)
1 passed |
100.0% |
IN8 784 OUT751 | |
| ✓ | GameBackendTorusWrapCodeGenCode-gen: model implements toroidal wrap; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 784 OUT751 |
Agentic - Game Backend: Tower targeting (nearest in range)
1 passed |
100.0% |
IN8 772 OUT2 932 | |
| ✓ | GameBackendTowerTargetCodeGenCode-gen: model implements tower targeting; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 772 OUT2 932 |
Agentic - Game Backend: Transaction ledger
1 passed |
100.0% |
IN8 775 OUT2 250 | |
| ✓ | GameBackendBankCodeGenCode-gen: model implements the ledger; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 775 OUT2 250 |
Agentic - Game Backend: Trick-taking winner
1 passed |
100.0% |
IN8 803 OUT4 278 | |
| ✓ | GameBackendTrickWinnerCodeGenCode-gen: model implements trick winner; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN8 803 OUT4 278 |
Agentic - Game Backend: Turn-based duel resolution
1 passed |
100.0% |
IN8 835 OUT2 948 | |
| ✓ | GameBackendCombatDuelCodeGenCode-gen: model implements the duel resolver; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 835 OUT2 948 |
Agentic - Game Backend: Typed armor mitigation
1 passed |
100.0% |
IN8 759 OUT1 887 | |
| ✓ | GameBackendArmorCodeGenCode-gen: model implements armor mitigation; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 759 OUT1 887 |
Agentic - Game Backend: UI menu (wrap/clamp/paginate)
1 passed |
100.0% |
IN8 851 OUT2 395 | |
| ✓ | GameBackendUiMenuCodeGenCode-gen: model implements the UI/menu helpers; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 851 OUT2 395 |
Agentic - Game Backend: Uno playable cards
1 passed |
100.0% |
IN8 787 OUT3 308 | |
| ✓ | GameBackendUnoCodeGenCode-gen: model implements Uno playability; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 787 OUT3 308 |
Agentic - Game Backend: Velocity reflection
1 passed |
100.0% |
IN8 731 OUT605 | |
| ✓ | GameBackendReflectCodeGenCode-gen: model implements reflection; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 731 OUT605 |
Agentic - Game Backend: Wall-slide fall
1 passed |
100.0% |
IN8 739 OUT844 | |
| ✓ | GameBackendWallSlideCodeGenCode-gen: model implements wall slide; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 739 OUT844 |
Agentic - Game Backend: War card compare
1 passed |
100.0% |
IN8 759 OUT2 824 | |
| ✓ | GameBackendWarCodeGenCode-gen: model implements War comparison; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 759 OUT2 824 |
Agentic - Game Backend: Weighted loot table
1 passed |
100.0% |
IN8 762 OUT1 801 | |
| ✓ | GameBackendLootTableCodeGenCode-gen: model implements weighted loot pick; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 762 OUT1 801 |
Agentic - Game Backend: Weighted terrain pathfinding
1 passed |
100.0% |
IN8 812 OUT6 146 | |
| ✓ | GameBackendWeightedPathCodeGenCode-gen: model implements weighted grid pathfinding; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN8 812 OUT6 146 |
Agentic - Game Backend: Word-wrap line count
1 passed |
100.0% |
IN8 744 OUT3 505 | |
| ✓ | GameBackendTooltipWrapCodeGenCode-gen: model implements word-wrap line count; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 744 OUT3 505 |
Agentic - Game Backend: XP to character level
1 passed |
100.0% |
IN8 752 OUT1 243 | |
| ✓ | GameBackendXpLevelCodeGenCode-gen: model implements XP-to-level; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 752 OUT1 243 |
Agentic - Idempotency (poison-retry / no double charge)
1 passed |
100.0% |
IN14 111 OUT609 | |
| ✓ | AgenticIdempotentReconciliationPoison-retry hazard: a charge returns a transient failure AFTER the effect applied; blind retry double-charges. Correct agent reconciles via status before retrying.1 AI query
6 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN14 111 OUT609 |
Agentic - Irreversible Commit (measure twice)
1 passed |
100.0% |
IN15 630 OUT571 | |
| ✓ | AgenticIrreversibleCommitSafetyIrreversible commit under prerequisites: the agent must consult all sources, resolve the dispute and apply the pending credit, THEN finalize. Finalizing early commits a permanent bad state.1 AI query
7 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN15 630 OUT571 |
Agentic - Least Privilege (exact grants)
1 passed |
100.0% |
IN11 501 OUT395 | |
| ✓ | AgenticLeastPrivilegeGrantLeast-privilege grant: provision exactly the documented permission set. Missing one fails the job; granting any extra fails the least-privilege audit. Both are caught by the strict check.1 AI query
5 tool callscategory:AgenticToolUselevel:Hardsource:Ai4Users |
Passed | IN11 501 OUT395 |
Agentic - Ledger (simulated DB read-modify-write)
1 passed |
100.0% |
IN25 348 OUT2 790 | |
| ✓ | AgenticLedgerReadModifyWriteSimulated-DB read-modify-write over an account store: apply chained transfers in order, skipping overdrafts, preserving money conservation. Stale reads or reordering fail the grade.1 AI query
11 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN25 348 OUT2 790 |
Agentic - Ledger variants (5 RMW cases)
5 passed |
100.0% |
IN120 497 OUT21 367 | |
| ✓ | LedgerVariantEarlyChainLedger RMW variant v2 (4 accounts, early chain then a skip).1 AI query
14 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN35 465 OUT6 179 |
| ✓ | LedgerVariantFiveAccountsLedger RMW variant v4 (5 accounts, two chains + a skip).1 AI query
14 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN34 911 OUT7 083 |
| ✓ | LedgerVariantLongChainLedger RMW variant v5 (6 accounts, long dependent chain).1 AI query
15 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN14 676 OUT2 416 |
| ✓ | LedgerVariantSmallChainLedger RMW variant v1 (4 accounts, chained batch, one overdraft-skip).1 AI query
13 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN23 721 OUT4 667 |
| ✓ | LedgerVariantTightMarginsLedger RMW variant v3 (3 accounts, tight overdraft margins).1 AI query
6 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN11 724 OUT1 022 |
Agentic - Lock Ordering (deadlock avoidance)
1 passed |
100.0% |
IN65 439 OUT2 826 | |
| ✓ | AgenticLockOrderingDeadlockAvoidanceDeadlock avoidance: acquire each operation's locks in canonical order; the listed order is a trap. Any out-of-order acquire, missed operation, or leftover held lock fails.1 AI query
25 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN65 439 OUT2 826 |
Agentic - Lock Ordering variants (5 cases)
5 passed |
100.0% |
IN285 922 OUT11 282 | |
| ✓ | LockVariantFiveResFourOps1 AI query
23 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN73 913 OUT2 760 |
| ✓ | LockVariantFourResThreeOps1 AI query
18 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN47 213 OUT2 026 |
| ✓ | LockVariantHeavyReuse1 AI query
23 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN64 382 OUT2 431 |
| ✓ | LockVariantReverseListed1 AI query
24 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN51 547 OUT2 024 |
| ✓ | LockVariantThreeLockOp1 AI query
20 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN48 867 OUT2 041 |
Agentic - Migration (cascading rollback + reapply)
1 passed |
100.0% |
IN24 639 OUT1 122 | |
| ✓ | AgenticCascadingMigrationRollbackMulti-stage agentic migration with a happy-path trap: naive in-order apply passes each step but leaves an inconsistent backfill; recovery needs dependency-aware rollback + reapply.1 AI query
11 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN24 639 OUT1 122 |
Agentic - Requirements (detect contradiction)
1 passed |
100.0% |
IN7 149 OUT725 | |
| ✓ | AgenticDetectConflictingRequirementsRequirements-analysis: find the one contradictory requirement pair (deterministic; pinned by stated latency numbers) among consistent red herrings.1 AI query
2 tool callscategory:AgenticToolUsecategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN7 149 OUT725 |
Agentic - Retry/Circuit-breaker (transient vs hard-down)
1 passed |
100.0% |
IN25 846 OUT1 048 | |
| ✓ | AgenticRetryCircuitBreakerRetry/circuit-breaker discipline: persist through a transient failure (svc_a succeeds on attempt 3) but stop and open the circuit on a hard-down service (svc_b), without exceeding the retry budget.1 AI query
10 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN25 846 OUT1 048 |
Agentic - Saga (compensation / distributed rollback)
1 passed |
100.0% |
IN20 985 OUT555 | |
| ✓ | AgenticSagaCompensationDistributed-transaction saga where the final step fails permanently; the only consistent outcome is full compensation of earlier steps in reverse order.1 AI query
6 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN20 985 OUT555 |
Agentic - Saga variants (5 compensation cases)
5 passed |
100.0% |
IN93 184 OUT2 746 | |
| ✓ | SagaVariantCommitAllSucceed3-step saga where every step succeeds -> COMMITTED; the agent must NOT over-compensate a success.1 AI query
4 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN13 397 OUT365 |
| ✓ | SagaVariantFailStep2Of33-step saga where step 2 fails permanently -> compensate only step 1 (aborted); never reaches step 3.1 AI query
4 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN13 447 OUT404 |
| ✓ | SagaVariantFailStep3Of33-step saga where the final step (3) fails permanently -> compensate steps 1-2 (aborted).1 AI query
7 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN23 025 OUT655 |
| ✓ | SagaVariantFailStep3Of44-step saga where step 3 fails permanently -> compensate steps 1-2 (aborted); step 4 never runs.1 AI query
6 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN16 773 OUT500 |
| ✓ | SagaVariantFailStep4Of44-step saga where the final step (4) fails permanently -> compensate steps 1-3 (aborted).1 AI query
8 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN26 542 OUT822 |
Agentic - Schema Compat (expand-contract)
1 passed |
100.0% |
IN21 075 OUT578 | |
| ✓ | AgenticBackwardCompatibleMigrationBackward-compatible (expand-contract) schema migration: add nullable -> backfill -> mark NOT NULL. Any other order permanently breaks compatibility; graded on the whole path, not just the end state.1 AI query
6 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN21 075 OUT578 |
Agentic - Scratchpad (self-repair, Dyck, tool-decision)
7 passed |
100.0% |
IN209 446 OUT15 061 | |
| ✓ | AgenticCongruentWindowsRepairAgentic coding: write, execute, inspect feedback, repair, retry.1 AI query
1 tool callcategory:AgenticToolUsecategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN21 423 OUT2 101 |
| ✓ | AgenticDyckExecutableScratchpadDyck completion using model-written executable SC# scratchpad.1 AI query
3 tool callscategory:AgenticReasoningcategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN45 473 OUT2 850 |
| ✓ | ToolDecisionEasyArithmeticTool-decision calibration: trivial arithmetic.1 AI query
0 tool callscategory:AgenticReasoningcategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN10 526 OUT75 |
| ✓ | ToolDecisionExclusiveMultiplesTool-decision calibration: moderate exact counting.1 AI query
1 tool callcategory:AgenticReasoningcategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN21 149 OUT873 |
| ✓ | ToolDecisionFibonacciModuloTool-decision calibration: exact larger arithmetic.1 AI query
1 tool callcategory:AgenticReasoningcategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN21 192 OUT820 |
| ✓ | ToolDecisionLongDyckTool-decision calibration: long Dyck symbolic tracking.1 AI query
1 tool callcategory:AgenticReasoningcategory:CodeGenerationlevel:VeryHardsource:Ai4Users |
Passed | IN21 639 OUT5 494 |
| ✓ | ToolDecisionSubsetCountTool-decision calibration: exact subset counting.1 AI query
5 tool callscategory:AgenticReasoningcategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN68 044 OUT2 848 |
Agentic - Secret Rotation (zero-downtime ordering)
1 passed |
100.0% |
IN16 327 OUT730 | |
| ✓ | AgenticZeroDowntimeSecretRotationZero-downtime secret rotation: safe order is add-new -> switch-consumers -> revoke-old. Any other order opens a downtime window (permanently flagged). Graded on the whole path, not just end state.1 AI query
5 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN16 327 OUT730 |
Agentic - StatefulOps (incident recovery, concurrency replan)
2 passed |
100.0% |
IN52 639 OUT1 864 | |
| ✓ | AgenticCheckoutIncidentRecoveryStateful agentic incident recovery: inspect, plan, modify, restart, verify and repair.1 AI query
7 tool callscategory:AgenticToolUselevel:Hardsource:Ai4Users |
Passed | IN21 889 OUT860 |
| ✓ | AgenticConcurrentDeploymentRecoveryStateful agentic recovery with optimistic concurrency, hidden concurrent mutation, deterministic verification and up to 10 conversational recovery attempts.1 AI query
8 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN30 750 OUT1 004 |
Agentic - Test Authoring (write a test that catches the bug)
1 passed |
100.0% |
IN16 490 OUT642 | |
| ✓ | AgenticWriteBugCatchingTestTest authoring: submit a single test case that is correct per the contract AND catches the bug in the current (upper-bound-missing) Clamp implementation.1 AI query
5 tool callscategory:AgenticToolUsecategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN16 490 OUT642 |
Agentic - Topological Planning (deps + prereq)
1 passed |
100.0% |
IN25 115 OUT1 032 | |
| ✓ | AgenticTopologicalPipelineTopological execution of a task DAG with one unmet external prerequisite; naive listed-order runs fail and the missing credential must be provisioned before its dependent task.1 AI query
9 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN25 115 OUT1 032 |
Algorithms - 0/1 Knapsack (dynamic programming)
1 passed |
100.0% |
IN8 766 OUT1 949 | |
| ✓ | KnapsackCodeGenCode-gen: model implements 0/1 knapsack; graded against an exact DP oracle over fixed + random item sets.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 766 OUT1 949 |
Algorithms - 1D elastic collision
1 passed |
100.0% |
IN8 806 OUT1 728 | |
| ✓ | ElasticCollision1DCodeGenCode-gen: model implements 1D elastic collision; graded vs oracle within tolerance.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 806 OUT1 728 |
Algorithms - All-pairs shortest path pair
1 passed |
100.0% |
IN8 774 OUT3 940 | |
| ✓ | FloydWarshallPairCodeGenCode-gen: model implements all-pairs shortest path query; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 774 OUT3 940 |
Algorithms - Balanced brackets (stack)
1 passed |
100.0% |
IN8 737 OUT968 | |
| ✓ | ValidBracketsCodeGenCode-gen: model implements bracket validation; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 737 OUT968 |
Algorithms - Bellman-Ford shortest path (neg weights/cycles)
1 passed |
100.0% |
IN8 783 OUT6 612 | |
| ✓ | BellmanCodeGenCode-gen: model implements Bellman-Ford; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 783 OUT6 612 |
Algorithms - Binary Gray code
1 passed |
100.0% |
IN8 710 OUT623 | |
| ✓ | GrayCodeCodeGenCode-gen: model implements Gray code; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 710 OUT623 |
Algorithms - Bipartite graph check
1 passed |
100.0% |
IN8 756 OUT3 969 | |
| ✓ | BipartiteCodeGenCode-gen: model implements bipartite check; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 756 OUT3 969 |
Algorithms - Bit tricks (popcount/pow2/lowbit)
1 passed |
100.0% |
IN8 784 OUT1 855 | |
| ✓ | BitTricksCodeGenCode-gen: model implements bit tricks; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 784 OUT1 855 |
Algorithms - Caesar cipher
1 passed |
100.0% |
IN8 733 OUT2 713 | |
| ✓ | CaesarCodeGenCode-gen: model implements the Caesar cipher; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 733 OUT2 713 |
Algorithms - Catalan number
1 passed |
100.0% |
IN8 755 OUT2 254 | |
| ✓ | CatalanCodeGenCode-gen: model implements Catalan number; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 755 OUT2 254 |
Algorithms - Chinese remainder theorem
1 passed |
100.0% |
IN8 773 OUT4 051 | |
| ✓ | CrtCodeGenCode-gen: model implements CRT; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 773 OUT4 051 |
Algorithms - Circle-circle MTV
1 passed |
100.0% |
IN8 850 OUT2 613 | |
| ✓ | CircleMtvCodeGenCode-gen: model implements circle-circle MTV; graded vs oracle within tolerance.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 850 OUT2 613 |
Algorithms - Coin change combinations
1 passed |
100.0% |
IN8 740 OUT2 127 | |
| ✓ | CoinCombosCodeGenCode-gen: model implements coin combinations; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 740 OUT2 127 |
Algorithms - Collatz step count
1 passed |
100.0% |
IN8 736 OUT513 | |
| ✓ | CollatzCodeGenCode-gen: model implements Collatz step count; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 736 OUT513 |
Algorithms - Connected components (union-find)
1 passed |
100.0% |
IN8 752 OUT3 463 | |
| ✓ | UnionFindCodeGenCode-gen: model implements connected-component counting; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 752 OUT3 463 |
Algorithms - Container with most water
1 passed |
100.0% |
IN8 744 OUT1 693 | |
| ✓ | ContainerWaterCodeGenCode-gen: model implements container with most water; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 744 OUT1 693 |
Algorithms - Count anagram groups
1 passed |
100.0% |
IN8 727 OUT1 878 | |
| ✓ | AnagramGroupsCodeGenCode-gen: model implements anagram grouping; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 727 OUT1 878 |
Algorithms - Count grid color regions
1 passed |
100.0% |
IN8 747 OUT4 324 | |
| ✓ | CountComponentsGridCodeGenCode-gen: model implements region counting; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 747 OUT4 324 |
Algorithms - Count islands
1 passed |
100.0% |
IN8 750 OUT4 182 | |
| ✓ | CountIslandsCodeGenCode-gen: model implements island counting; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 750 OUT4 182 |
Algorithms - Count overlapping occurrences
1 passed |
100.0% |
IN8 733 OUT1 706 | |
| ✓ | RabinKarpCountCodeGenCode-gen: model implements overlapping occurrence count; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 733 OUT1 706 |
Algorithms - Count primes (Sieve of Eratosthenes)
1 passed |
100.0% |
IN8 712 OUT1 399 | |
| ✓ | CountPrimesCodeGenCode-gen: model implements prime counting; graded vs exact sieve oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 712 OUT1 399 |
Algorithms - Cumulative distribution
1 passed |
100.0% |
IN8 734 OUT2 681 | |
| ✓ | CdfCodeGenCode-gen: model implements CDF; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 734 OUT2 681 |
Algorithms - Dijkstra shortest path (weighted graph)
1 passed |
100.0% |
IN8 786 OUT4 217 | |
| ✓ | DijkstraCodeGenCode-gen: model implements Dijkstra shortest distance; graded against an exact oracle over fixed + random weighted graphs.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 786 OUT4 217 |
Algorithms - Directed cycle detection
1 passed |
100.0% |
IN8 743 OUT4 800 | |
| ✓ | DirectedCycleCodeGenCode-gen: model implements cycle detection; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 743 OUT4 800 |
Algorithms - Distinct subsequences
1 passed |
100.0% |
IN8 729 OUT1 813 | |
| ✓ | DistinctSubseqCodeGenCode-gen: model implements distinct subsequences; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:VeryHardsource:Ai4Users |
Passed | IN8 729 OUT1 813 |
Algorithms - Divisor count
1 passed |
100.0% |
IN8 717 OUT1 178 | |
| ✓ | DivisorCountCodeGenCode-gen: model implements divisor count; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 717 OUT1 178 |
Algorithms - Downsample by block average
1 passed |
100.0% |
IN8 758 OUT1 453 | |
| ✓ | ResampleCodeGenCode-gen: model implements block-average downsampling; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 758 OUT1 453 |
Algorithms - Dutch national flag sort
1 passed |
100.0% |
IN8 725 OUT3 996 | |
| ✓ | DutchFlagSortCodeGenCode-gen: model implements Dutch flag sort; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 725 OUT3 996 |
Algorithms - Egg drop trials
1 passed |
100.0% |
IN8 786 OUT3 279 | |
| ✓ | EggDropCodeGenCode-gen: model implements egg drop; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 786 OUT3 279 |
Algorithms - Equal subset-sum partition
1 passed |
100.0% |
IN8 728 OUT3 098 | |
| ✓ | PartitionEqualCodeGenCode-gen: model implements equal partition; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 728 OUT3 098 |
Algorithms - Euler totient
1 passed |
100.0% |
IN8 717 OUT1 666 | |
| ✓ | EulerPhiCodeGenCode-gen: model implements Euler's totient; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 717 OUT1 666 |
Algorithms - Eulerian path existence
1 passed |
100.0% |
IN8 776 OUT4 370 | |
| ✓ | EulerianPathExistsCodeGenCode-gen: model implements Eulerian-path existence; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 776 OUT4 370 |
Algorithms - Extended Euclidean
1 passed |
100.0% |
IN8 829 OUT1 276 | |
| ✓ | ExtendedGcdCodeGenCode-gen: model implements extended gcd; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 829 OUT1 276 |
Algorithms - Format duration H:MM:SS
1 passed |
100.0% |
IN8 744 OUT1 350 | |
| ✓ | FormatTimeCodeGenCode-gen: model implements duration formatting; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 744 OUT1 350 |
Algorithms - GCD and LCM
1 passed |
100.0% |
IN8 721 OUT1 407 | |
| ✓ | GcdLcmCodeGenCode-gen: model implements GCD + LCM; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 721 OUT1 407 |
Algorithms - Grid transpose
1 passed |
100.0% |
IN8 752 OUT1 452 | |
| ✓ | TransposeCodeGenCode-gen: model implements grid transpose; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 752 OUT1 452 |
Algorithms - House robber (max non-adjacent sum)
1 passed |
100.0% |
IN8 716 OUT2 360 | |
| ✓ | HouseRobberCodeGenCode-gen: model implements house robber; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 716 OUT2 360 |
Algorithms - Integer linear interpolation
1 passed |
100.0% |
IN8 750 OUT492 | |
| ✓ | LerpIntCodeGenCode-gen: model implements integer lerp; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 750 OUT492 |
Algorithms - Integer square root
1 passed |
100.0% |
IN8 732 OUT2 839 | |
| ✓ | IntSqrtCodeGenCode-gen: model implements integer sqrt; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 732 OUT2 839 |
Algorithms - Integer to base-N string
1 passed |
100.0% |
IN8 738 OUT1 981 | |
| ✓ | BaseConversionCodeGenCode-gen: model implements int->base string; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 738 OUT1 981 |
Algorithms - Integer to Roman numeral
1 passed |
100.0% |
IN8 767 OUT2 404 | |
| ✓ | RomanCodeGenCode-gen: model implements int->Roman; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 767 OUT2 404 |
Algorithms - Josephus survivor
1 passed |
100.0% |
IN8 743 OUT633 | |
| ✓ | JosephusCodeGenCode-gen: model implements Josephus survivor; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 743 OUT633 |
Algorithms - Jump game (min jumps)
1 passed |
100.0% |
IN8 751 OUT3 456 | |
| ✓ | JumpGameCodeGenCode-gen: model implements jump game; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 751 OUT3 456 |
Algorithms - Kth largest element
1 passed |
100.0% |
IN8 741 OUT1 037 | |
| ✓ | KthLargestCodeGenCode-gen: model implements kth largest; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 741 OUT1 037 |
Algorithms - Least-squares line fit
1 passed |
100.0% |
IN8 783 OUT2 970 | |
| ✓ | LinearRegressionCodeGenCode-gen: model implements OLS line fit; graded vs oracle within tolerance.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 783 OUT2 970 |
Algorithms - Levenshtein edit distance (DP)
1 passed |
100.0% |
IN8 711 OUT3 992 | |
| ✓ | EditDistanceCodeGenCode-gen: model implements Levenshtein edit distance; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 711 OUT3 992 |
Algorithms - Log-scale bucket index
1 passed |
100.0% |
IN8 776 OUT1 961 | |
| ✓ | LogScaleBinsCodeGenCode-gen: model implements log-scale binning; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 776 OUT1 961 |
Algorithms - Logarithmic bin index
1 passed |
100.0% |
IN8 765 OUT1 091 | |
| ✓ | LogBinsCodeGenCode-gen: model implements log bins; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 765 OUT1 091 |
Algorithms - Longest common prefix
1 passed |
100.0% |
IN8 724 OUT1 683 | |
| ✓ | CommonPrefixCodeGenCode-gen: model implements longest common prefix; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 724 OUT1 683 |
Algorithms - Longest common subsequence
1 passed |
100.0% |
IN8 709 OUT3 148 | |
| ✓ | LcsCodeGenCode-gen: model implements LCS length; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 709 OUT3 148 |
Algorithms - Longest common substring
1 passed |
100.0% |
IN8 726 OUT3 862 | |
| ✓ | CommonSubstringCodeGenCode-gen: model implements longest common substring; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 726 OUT3 862 |
Algorithms - Longest increasing subsequence (DP)
1 passed |
100.0% |
IN8 743 OUT2 567 | |
| ✓ | LISCodeGenCode-gen: model implements LIS length; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 743 OUT2 567 |
Algorithms - Longest palindromic substring
1 passed |
100.0% |
IN8 721 OUT1 315 | |
| ✓ | LongestPalindromeCodeGenCode-gen: model implements longest palindromic substring length; graded vs oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 721 OUT1 315 |
Algorithms - Longest repeated substring
1 passed |
100.0% |
IN8 726 OUT3 253 | |
| ✓ | LongestRepeatedCodeGenCode-gen: model implements longest repeated substring; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 726 OUT3 253 |
Algorithms - Lower bound (binary search)
1 passed |
100.0% |
IN8 754 OUT1 696 | |
| ✓ | LowerBoundCodeGenCode-gen: model implements lower bound; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 754 OUT1 696 |
Algorithms - Luhn checksum validation
1 passed |
100.0% |
IN8 755 OUT2 651 | |
| ✓ | LuhnCodeGenCode-gen: model implements Luhn validation; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 755 OUT2 651 |
Algorithms - Majority element
1 passed |
100.0% |
IN8 719 OUT3 031 | |
| ✓ | MajorityElementCodeGenCode-gen: model implements majority element; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 719 OUT3 031 |
Algorithms - Matrix chain multiplication
1 passed |
100.0% |
IN8 754 OUT3 731 | |
| ✓ | MatrixChainCodeGenCode-gen: model implements matrix-chain order; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 754 OUT3 731 |
Algorithms - Maximum subarray sum (Kadane)
1 passed |
100.0% |
IN8 744 OUT3 188 | |
| ✓ | MaxSubarrayCodeGenCode-gen: model implements maximum subarray sum; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 744 OUT3 188 |
Algorithms - Merge K sorted lists
1 passed |
100.0% |
IN8 737 OUT2 674 | |
| ✓ | MergeKSortedCodeGenCode-gen: model implements merge K sorted; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 737 OUT2 674 |
Algorithms - Merge overlapping intervals
1 passed |
100.0% |
IN17 946 OUT4 741 | |
| ✓ | MergeIntervalsCodeGenCode-gen: model implements interval merging; graded vs exact oracle.2 AI queries
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN17 946 OUT4 741 |
Algorithms - Min-max normalization
1 passed |
100.0% |
IN8 746 OUT1 919 | |
| ✓ | MinMaxScaleCodeGenCode-gen: model implements min-max scaling; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 746 OUT1 919 |
Algorithms - Minimum coin change (DP)
1 passed |
100.0% |
IN8 737 OUT1 785 | |
| ✓ | CoinChangeCodeGenCode-gen: model implements min-coin change; graded vs exact DP oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 737 OUT1 785 |
Algorithms - Minimum knight moves (BFS)
1 passed |
100.0% |
IN8 775 OUT4 159 | |
| ✓ | KnightMovesCodeGenCode-gen: model implements min knight moves; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 775 OUT4 159 |
Algorithms - Minimum path sum (grid DP)
1 passed |
100.0% |
IN8 750 OUT2 386 | |
| ✓ | MinPathSumCodeGenCode-gen: model implements min path sum; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 750 OUT2 386 |
Algorithms - Minimum spanning tree (Kruskal)
1 passed |
100.0% |
IN8 750 OUT3 730 | |
| ✓ | KruskalCodeGenCode-gen: model implements Kruskal MST; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 750 OUT3 730 |
Algorithms - Minimum window substring
1 passed |
100.0% |
IN8 758 OUT3 740 | |
| ✓ | MinWindowContainsCodeGenCode-gen: model implements minimum window substring; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:VeryHardsource:Ai4Users |
Passed | IN8 758 OUT3 740 |
Algorithms - Modular exponentiation (fast pow)
1 passed |
100.0% |
IN8 769 OUT2 273 | |
| ✓ | ModPowCodeGenCode-gen: model implements modular exponentiation; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 769 OUT2 273 |
Algorithms - Modular inverse (extended Euclid)
1 passed |
100.0% |
IN8 757 OUT2 982 | |
| ✓ | ModInverseCodeGenCode-gen: model implements modular inverse; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 757 OUT2 982 |
Algorithms - Moving average
1 passed |
100.0% |
IN8 748 OUT2 985 | |
| ✓ | MovingAverageCodeGenCode-gen: model implements moving average; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 748 OUT2 985 |
Algorithms - Next greater element
1 passed |
100.0% |
IN8 731 OUT2 108 | |
| ✓ | NextGreaterCodeGenCode-gen: model implements next greater element; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 731 OUT2 108 |
Algorithms - Next lexicographic permutation
1 passed |
100.0% |
IN8 739 OUT3 429 | |
| ✓ | NextPermutationCodeGenCode-gen: model implements next permutation; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 739 OUT3 429 |
Algorithms - Nth Fibonacci mod m
1 passed |
100.0% |
IN8 738 OUT1 767 | |
| ✓ | FibModCodeGenCode-gen: model implements nth Fibonacci mod; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 738 OUT1 767 |
Algorithms - Overlapping substring count
1 passed |
100.0% |
IN8 723 OUT1 553 | |
| ✓ | SubstrCountCodeGenCode-gen: model implements substring count; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 723 OUT1 553 |
Algorithms - Palindrome & anagram checks
1 passed |
100.0% |
IN8 753 OUT5 595 | |
| ✓ | PalindromeCodeGenCode-gen: model implements palindrome + anagram; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 753 OUT5 595 |
Algorithms - Pascal triangle row
1 passed |
100.0% |
IN8 731 OUT1 929 | |
| ✓ | PascalRowCodeGenCode-gen: model implements Pascal's row; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 731 OUT1 929 |
Algorithms - Point-to-segment distance
1 passed |
100.0% |
IN8 771 OUT2 647 | |
| ✓ | PointSegmentDistanceCodeGenCode-gen: model implements point-to-segment distance; graded vs oracle within tolerance.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 771 OUT2 647 |
Algorithms - Prime factorization
1 passed |
100.0% |
IN8 742 OUT1 795 | |
| ✓ | PrimeFactorizeCodeGenCode-gen: model implements prime factorization; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 742 OUT1 795 |
Algorithms - Product of array except self
1 passed |
100.0% |
IN8 748 OUT3 546 | |
| ✓ | ProductExceptSelfCodeGenCode-gen: model implements product except self; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 748 OUT3 546 |
Algorithms - Quadratic Bezier point
1 passed |
100.0% |
IN8 808 OUT2 495 | |
| ✓ | BezierPointCodeGenCode-gen: model evaluates a quadratic Bézier; graded vs oracle within tolerance.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 808 OUT2 495 |
Algorithms - Range sum via prefix sums
1 passed |
100.0% |
IN8 730 OUT1 033 | |
| ✓ | PrefixSumRangeCodeGenCode-gen: model implements range sum; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 730 OUT1 033 |
Algorithms - Reverse words & Hamming distance
1 passed |
100.0% |
IN8 734 OUT1 184 | |
| ✓ | ReverseWordsCodeGenCode-gen: model implements reverse-words + Hamming; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 734 OUT1 184 |
Algorithms - Rod cutting
1 passed |
100.0% |
IN8 764 OUT2 893 | |
| ✓ | RodCuttingCodeGenCode-gen: model implements rod cutting; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 764 OUT2 893 |
Algorithms - Roman numeral to integer
1 passed |
100.0% |
IN8 753 OUT2 395 | |
| ✓ | RomanToIntCodeGenCode-gen: model implements Roman-to-int; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 753 OUT2 395 |
Algorithms - Rotate array right by k
1 passed |
100.0% |
IN8 757 OUT1 841 | |
| ✓ | RotateArrayCodeGenCode-gen: model implements right rotation; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 757 OUT1 841 |
Algorithms - Rotate grid 90 CW (discriminator)
1 passed |
100.0% |
IN8 760 OUT5 838 | |
| ✓ | RotateMatrixCodeGenCode-gen: model implements 90-degree CW rotation; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN8 760 OUT5 838 |
Algorithms - RPN evaluator
1 passed |
100.0% |
IN8 762 OUT2 947 | |
| ✓ | RpnCodeGenCode-gen: model implements an RPN evaluator; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 762 OUT2 947 |
Algorithms - Run-length compression (if shorter)
1 passed |
100.0% |
IN8 734 OUT1 791 | |
| ✓ | StringCompressCodeGenCode-gen: model implements string compression; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 734 OUT1 791 |
Algorithms - Run-length encoding (encode/decode)
1 passed |
100.0% |
IN8 780 OUT3 644 | |
| ✓ | RunLengthCodeGenCode-gen: model implements RLE encode+decode; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 780 OUT3 644 |
Algorithms - Semantic versioning (compare + bump)
1 passed |
100.0% |
IN8 810 OUT2 753 | |
| ✓ | SemVerCodeGenCode-gen: model implements semver compare + bump; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:InstructionFollowinglevel:Easysource:Ai4Users |
Passed | IN8 810 OUT2 753 |
Algorithms - Single-pile Nim (optimal play)
1 passed |
100.0% |
IN8 742 OUT807 | |
| ✓ | NimCodeGenCode-gen: model implements optimal Nim; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationcategory:Reasoninglevel:Mediumsource:Ai4Users |
Passed | IN8 742 OUT807 |
Algorithms - Sliding window maximum
1 passed |
100.0% |
IN8 734 OUT2 293 | |
| ✓ | SlidingWindowMaxCodeGenCode-gen: model implements sliding window maximum; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 734 OUT2 293 |
Algorithms - Spiral matrix traversal
1 passed |
100.0% |
IN8 743 OUT3 223 | |
| ✓ | SpiralMatrixCodeGenCode-gen: model implements spiral traversal; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 743 OUT3 223 |
Algorithms - Square matrix multiply
1 passed |
100.0% |
IN8 735 OUT2 917 | |
| ✓ | MatMulCodeGenCode-gen: model implements square matrix multiply; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 735 OUT2 917 |
Algorithms - Strongly connected components
1 passed |
100.0% |
IN8 746 OUT6 160 | |
| ✓ | SccCountCodeGenCode-gen: model implements SCC count; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:VeryHardsource:Ai4Users |
Passed | IN8 746 OUT6 160 |
Algorithms - Subset sum reachability
1 passed |
100.0% |
IN8 719 OUT2 068 | |
| ✓ | SubsetSumCodeGenCode-gen: model implements subset-sum reachability; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 719 OUT2 068 |
Algorithms - Substring search (KMP)
1 passed |
100.0% |
IN8 741 OUT2 942 | |
| ✓ | KmpCodeGenCode-gen: model implements KMP search; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 741 OUT2 942 |
Algorithms - Sum of digits & digital root
1 passed |
100.0% |
IN8 720 OUT1 620 | |
| ✓ | DigitalRootCodeGenCode-gen: model implements sum-of-digits + digital root; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 720 OUT1 620 |
Algorithms - Temperature conversion
1 passed |
100.0% |
IN8 731 OUT520 | |
| ✓ | TemperatureCodeGenCode-gen: model implements temperature conversion; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 731 OUT520 |
Algorithms - Topological sort (lexicographically smallest)
1 passed |
100.0% |
IN8 772 OUT4 223 | |
| ✓ | TopoCodeGenCode-gen: model implements lexicographically-smallest topological sort.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 772 OUT4 223 |
Algorithms - Trailing zeros of factorial
1 passed |
100.0% |
IN8 732 OUT755 | |
| ✓ | TrailingZerosCodeGenCode-gen: model implements trailing zeros; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 732 OUT755 |
Algorithms - Trapping rain water
1 passed |
100.0% |
IN8 731 OUT5 571 | |
| ✓ | TrappingRainCodeGenCode-gen: model implements trapping rain water; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 731 OUT5 571 |
Algorithms - Two-sum indices
1 passed |
100.0% |
IN8 738 OUT1 931 | |
| ✓ | TwoSumCodeGenCode-gen: model implements two-sum; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 738 OUT1 931 |
Algorithms - Unique grid paths
1 passed |
100.0% |
IN8 713 OUT1 296 | |
| ✓ | UniquePathsCodeGenCode-gen: model implements unique paths; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 713 OUT1 296 |
Algorithms - Valid Sudoku unit
1 passed |
100.0% |
IN8 718 OUT780 | |
| ✓ | SudokuUnitCodeGenCode-gen: model implements Sudoku unit validation; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 718 OUT780 |
Algorithms - Wildcard string matching
1 passed |
100.0% |
IN8 736 OUT2 997 | |
| ✓ | WildcardMatchCodeGenCode-gen: model implements wildcard match; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 736 OUT2 997 |
Algorithms - Z-function
1 passed |
100.0% |
IN8 737 OUT2 976 | |
| ✓ | ZFunctionCodeGenCode-gen: model implements the Z-function; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 737 OUT2 976 |
Database - Conditional aggregation pivot
1 passed |
100.0% |
IN945 OUT339 | |
| ✓ | PivotCountsCodeGenCode-gen: model writes the pivot query; compared to the oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Databaselevel:Mediumsource:Ai4Users |
Passed | IN945 OUT339 |
Database - Count distinct opponents
1 passed |
100.0% |
IN925 OUT244 | |
| ✓ | DistinctCountCodeGenCode-gen: model writes the COUNT(DISTINCT) query; compared to the oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Databaselevel:Easysource:Ai4Users |
Passed | IN925 OUT244 |
Database - Date-range filter (BETWEEN)
1 passed |
100.0% |
IN955 OUT287 | |
| ✓ | DateRangeCodeGenCode-gen: model writes the date-range query; compared to the oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Databaselevel:Mediumsource:Ai4Users |
Passed | IN955 OUT287 |
Database - EXISTS subquery (teams with matches)
1 passed |
100.0% |
IN932 OUT442 | |
| ✓ | ExistsSubqueryCodeGenCode-gen: model writes the EXISTS query; compared to the oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Databaselevel:Mediumsource:Ai4Users |
Passed | IN932 OUT442 |
Database - JOIN player totals (two tables)
1 passed |
100.0% |
IN954 OUT330 | |
| ✓ | JoinScoresCodeGenCode-gen: model writes a JOIN + aggregate query; graded via QueryJson vs oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Databasecategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN954 OUT330 |
Database - LEFT JOIN anti-join (no items)
1 passed |
100.0% |
IN928 OUT453 | |
| ✓ | LeftJoinNullsCodeGenCode-gen: model writes the anti-join query; compared to the oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Databaselevel:Mediumsource:Ai4Users |
Passed | IN928 OUT453 |
Database - Player stats SQL (multi-aggregate, QueryJson)
1 passed |
100.0% |
IN958 OUT209 | |
| ✓ | PlayerStatsCodeGenCode-gen: model writes a multi-aggregate stats query; graded by comparing its QueryJson output to the oracle query's (arbitrary shape, no struct).1 AI query
0 tool callscategory:CodeGenerationcategory:Databasecategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN958 OUT209 |
Database - Players above average score (subquery)
1 passed |
100.0% |
IN923 OUT233 | |
| ✓ | AboveAverageCodeGenCode-gen: model writes an above-average query; graded via QueryJson vs oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Databaselevel:Mediumsource:Ai4Users |
Passed | IN923 OUT233 |
Database - Players who never played (anti-join)
1 passed |
100.0% |
IN920 OUT510 | |
| ✓ | NeverPlayedCodeGenCode-gen: model writes an anti-join query; graded via QueryJson vs oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Databaselevel:Mediumsource:Ai4Users |
Passed | IN920 OUT510 |
Database - RANK window function
1 passed |
100.0% |
IN950 OUT275 | |
| ✓ | WindowRankCodeGenCode-gen: model writes the RANK() query; compared to the oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Databaselevel:Hardsource:Ai4Users |
Passed | IN950 OUT275 |
Database - Running total (window function)
1 passed |
100.0% |
IN947 OUT458 | |
| ✓ | RunningTotalCodeGenCode-gen: model writes the window running-total query; compared to the oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Databaselevel:Hardsource:Ai4Users |
Passed | IN947 OUT458 |
Database - Scoreboard SQL (players with >1 win, HAVING)
1 passed |
100.0% |
IN954 OUT171 | |
| ✓ | WinFilterCodeGenCode-gen: model writes a HAVING query; runs under try/catch with self-repair; result compared to the oracle query.1 AI query
0 tool callscategory:CodeGenerationcategory:Databasecategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN954 OUT171 |
Database - Scoreboard SQL (top scorers query)
1 passed |
100.0% |
IN955 OUT338 | |
| ✓ | ScoreboardTopScorersCodeGenCode-gen: model writes a scoreboard SQL query; runs under try/catch with a self-repair loop on SQL errors; result compared to the oracle query.1 AI query
0 tool callscategory:CodeGenerationcategory:Databasecategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN955 OUT338 |
Database - Self-join same-team pairs
1 passed |
100.0% |
IN938 OUT613 | |
| ✓ | SelfJoinCodeGenCode-gen: model writes the self-join query; compared to the oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Databaselevel:Mediumsource:Ai4Users |
Passed | IN938 OUT613 |
Database - Top scorer per region
1 passed |
100.0% |
IN940 OUT806 | |
| ✓ | TopPerGroupCodeGenCode-gen: model writes the per-group top query; compared to the oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Databaselevel:Hardsource:Ai4Users |
Passed | IN940 OUT806 |
Database - UPDATE restock (SQL write)
1 passed |
100.0% |
IN932 OUT144 | |
| ✓ | UpdateInventoryCodeGenCode-gen: model writes an UPDATE; applied under try/catch, resulting state compared (via QueryJson) to the oracle update's state.1 AI query
0 tool callscategory:CodeGenerationcategory:Databasecategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN932 OUT144 |
Database - Upsert with max merge
1 passed |
100.0% |
IN948 OUT1 352 | |
| ✓ | UpsertCodeGenCode-gen: model writes the upsert; executed on a fresh DB and the table compared.1 AI query
0 tool callscategory:CodeGenerationcategory:Databaselevel:Hardsource:Ai4Users |
Passed | IN948 OUT1 352 |
SDLC - Acceptance criteria check
1 passed |
100.0% |
IN8 761 OUT3 099 | |
| ✓ | SdlcAcceptanceCodeGenCode-gen: model implements acceptance-criteria check; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Mediumsource:Ai4Users |
Passed | IN8 761 OUT3 099 |
SDLC - Breaking API change detection
1 passed |
100.0% |
IN8 758 OUT1 328 | |
| ✓ | SdlcApiBreakingCodeGenCode-gen: model implements API-breaking detection; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Mediumsource:Ai4Users |
Passed | IN8 758 OUT1 328 |
SDLC - Condense without losing facts
1 passed |
100.0% |
IN1 046 OUT3 008 | |
| ✓ | NoInfoLossCodeGenRedaction test: model condenses keeping facts; checker + self-review loop.1 AI query
0 tool callscategory:ContextProcessingcategory:InstructionFollowinglevel:Mediumsource:Ai4Users |
Passed | IN1 046 OUT3 008 |
SDLC - Config merge with override
1 passed |
100.0% |
IN8 752 OUT3 305 | |
| ✓ | ConfigMergeCodeGenCode-gen: model implements config merge; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Mediumsource:Ai4Users |
Passed | IN8 752 OUT3 305 |
SDLC - Extract fields into fixed template
1 passed |
100.0% |
IN1 002 OUT234 | |
| ✓ | FieldExtractCodeGenRedaction test: model extracts fields into the template; checker + self-review loop.1 AI query
0 tool callscategory:ContextProcessingcategory:InstructionFollowinglevel:Mediumsource:Ai4Users |
Passed | IN1 002 OUT234 |
SDLC - Locate conflicting requirement pair
1 passed |
100.0% |
IN18 189 OUT8 467 | |
| ✓ | SdlcConstraintConflictCodeGenCode-gen: model locates the conflicting requirement pair; graded vs exact oracle.2 AI queries
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN18 189 OUT8 467 |
SDLC - Locate redundant requirement
1 passed |
100.0% |
IN8 799 OUT7 926 | |
| ✓ | SdlcRedundantRequirementCodeGenCode-gen: model locates a redundant requirement; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN8 799 OUT7 926 |
SDLC - Mask PII to placeholder
1 passed |
100.0% |
IN970 OUT394 | |
| ✓ | MaskPiiCodeGenRedaction test: model masks PII to a placeholder; checker + self-review loop.1 AI query
0 tool callscategory:ContextProcessingcategory:InstructionFollowinglevel:Mediumsource:Ai4Users |
Passed | IN970 OUT394 |
SDLC - Modules on a dependency cycle
1 failed |
0.0% |
IN8 764 OUT5 337 | |
| × | DependencyCycleModulesCodeGenCode-gen: model implements dependency-cycle detection; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Hardsource:Ai4Users Assertion expression evaluated to false: res.ResultJson == exp
Context: Cycle(A>B;C>A;C>C;B>B;C>A) got "A,B,C" expected "B,C"
Values:
res.ResultJson = "\"A,B,C\""
exp = "\"B,C\"" |
Failed | IN8 764 OUT5 337 |
SDLC - Remove duplicate requirements
1 passed |
100.0% |
IN943 OUT159 | |
| ✓ | DeduplicateCodeGenRedaction test: model removes duplicate requirements; checker + self-review loop.1 AI query
0 tool callscategory:ContextProcessingcategory:InstructionFollowinglevel:Mediumsource:Ai4Users |
Passed | IN943 OUT159 |
SDLC - Renumber requirements sequentially
1 passed |
100.0% |
IN1 010 OUT769 | |
| ✓ | RenumberCodeGenRedaction test: model renumbers sequentially; checker + self-review loop.1 AI query
0 tool callscategory:ContextProcessingcategory:InstructionFollowinglevel:Mediumsource:Ai4Users |
Passed | IN1 010 OUT769 |
SDLC - Reorganize notes into section template
1 passed |
100.0% |
IN1 124 OUT329 | |
| ✓ | RewriteSectionsCodeGenRedaction test: model reorganizes the notes; deterministic checker + self-review loop.1 AI query
0 tool callscategory:ContextProcessingcategory:InstructionFollowinglevel:Mediumsource:Ai4Users |
Passed | IN1 124 OUT329 |
SDLC - Required semver bump from changelog
1 passed |
100.0% |
IN8 757 OUT1 876 | |
| ✓ | SemverBumpCodeGenCode-gen: model implements the semver-bump rule; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Easysource:Ai4Users |
Passed | IN8 757 OUT1 876 |
SDLC - Requirement-to-test traceability
1 passed |
100.0% |
IN8 779 OUT1 469 | |
| ✓ | SdlcTraceabilityCodeGenCode-gen: model implements traceability gap; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Mediumsource:Ai4Users |
Passed | IN8 779 OUT1 469 |
SDLC - Requirements completeness (spec coverage gap)
1 passed |
100.0% |
IN8 774 OUT4 057 | |
| ✓ | SdlcSpecCoverageCodeGenCode-gen: model implements spec-gap detection; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Mediumsource:Ai4Users |
Passed | IN8 774 OUT4 057 |
SDLC - Requirements consistency (contradiction detection)
1 passed |
100.0% |
IN8 759 OUT4 011 | |
| ✓ | ConsistencyCodeGenCode-gen: model implements requirements-consistency checking; graded vs oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Mediumsource:Ai4Users |
Passed | IN8 759 OUT4 011 |
SDLC - Reshape prose into JSON template
1 passed |
100.0% |
IN1 012 OUT216 | |
| ✓ | JsonShapeCodeGenRedaction test: model reshapes prose into JSON; checker + self-review loop.1 AI query
0 tool callscategory:ContextProcessingcategory:InstructionFollowinglevel:Mediumsource:Ai4Users |
Passed | IN1 012 OUT216 |
SDLC - Reshape rows into Markdown table
1 passed |
100.0% |
IN966 OUT242 | |
| ✓ | TableFormatCodeGenRedaction test: model builds a Markdown table; checker + self-review loop.1 AI query
0 tool callscategory:ContextProcessingcategory:InstructionFollowinglevel:Mediumsource:Ai4Users |
Passed | IN966 OUT242 |
SDLC - Rewrite in imperative requirement style
1 passed |
100.0% |
IN989 OUT1 233 | |
| ✓ | StyleRewriteCodeGenRedaction test: model rewrites notes in imperative style; checker + self-review loop.1 AI query
0 tool callscategory:InstructionFollowinglevel:Mediumsource:Ai4Users |
Passed | IN989 OUT1 233 |
SDLC - Roll up estimates over task tree
1 passed |
100.0% |
IN8 770 OUT2 178 | |
| ✓ | EstimateRollupCodeGenCode-gen: model implements estimate roll-up over a task tree; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Mediumsource:Ai4Users |
Passed | IN8 770 OUT2 178 |
SDLC - State-machine reachability
1 passed |
100.0% |
IN8 756 OUT3 715 | |
| ✓ | SdlcStateReachableCodeGenCode-gen: model implements state reachability; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Mediumsource:Ai4Users |
Passed | IN8 756 OUT3 715 |
SDLC - Ticket priority sort
1 passed |
100.0% |
IN8 749 OUT3 165 | |
| ✓ | SdlcPrioritySortCodeGenCode-gen: model implements priority sort; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Mediumsource:Ai4Users |
Passed | IN8 749 OUT3 165 |
SDLC - Unify glossary term consistency
1 passed |
100.0% |
IN970 OUT921 | |
| ✓ | GlossaryCodeGenRedaction test: model unifies synonyms to the canonical term; checker + self-review loop.1 AI query
0 tool callscategory:ContextProcessingcategory:InstructionFollowinglevel:Mediumsource:Ai4Users |
Passed | IN970 OUT921 |