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% |
IN19 372 OUT421 | |
| ✓ | 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 | IN19 372 OUT421 |
Agentic - Bugfix (root-cause vs regression)
1 passed |
100.0% |
IN71 741 OUT314 | |
| ✓ | 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
5 tool callscategory:AgenticToolUsecategory:CodeGenerationlevel:VeryHardsource:Ai4Users |
Passed | IN71 741 OUT314 |
Agentic - Cache Invalidation (exact set)
1 passed |
100.0% |
IN14 323 OUT319 | |
| ✓ | 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 323 OUT319 |
Agentic - Canary (metric-gated release)
1 passed |
100.0% |
IN30 099 OUT608 | |
| ✓ | 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 | IN30 099 OUT608 |
Agentic - Canary variants (5 metric cases)
4 passed1 failed |
80.0% |
IN153 673 OUT2 702 | |
| ✓ | CanaryVariantBothRegressedTwo candidates, BOTH regressed -> promote none, keep the stable build in production.1 AI query
9 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN32 899 OUT529 |
| ✓ | CanaryVariantOnlyAHealthyTwo candidates, only A is healthy -> promote A.1 AI query
9 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN32 630 OUT429 |
| ✓ | CanaryVariantOnlyBHealthyTwo candidates, only B is healthy -> promote B (do not assume the first listed is best).1 AI query
9 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN30 162 OUT586 |
| ✓ | CanaryVariantThreeOneHealthyThree candidates, exactly one healthy -> promote it, reject the other two.1 AI query
14 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN52 576 OUT1 065 |
| × | CanaryVariantTieBreakLatencyTwo candidates, BOTH healthy -> tie-break on lowest p95 latency (promote the faster one).1 AI query
1 tool callcategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users Assertion expression evaluated to false: prod == expected
Context: Production ended on build_1900 but the correct choice was build_2602.
Values:
prod = "build_1900"
expected = "build_2602" |
Failed | IN5 406 OUT93 |
Agentic - Code Review (find injected defect)
1 passed |
100.0% |
IN20 667 OUT555 | |
| ✓ | 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 | IN20 667 OUT555 |
Agentic - Config Drift (remediate exact)
1 passed |
100.0% |
IN11 831 OUT251 | |
| ✓ | 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 831 OUT251 |
Agentic - Constraints (multi-section satisfaction)
1 passed |
100.0% |
IN18 446 OUT292 | |
| ✓ | 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 | IN18 446 OUT292 |
Agentic - Constraints variants (5 cases)
5 passed |
100.0% |
IN48 015 OUT860 | |
| ✓ | 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 566 OUT125 |
| ✓ | 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 455 OUT125 |
| ✓ | 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 692 OUT221 |
| ✓ | 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 789 OUT265 |
| ✓ | 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 513 OUT124 |
Agentic - Data Reconciliation (per-field precedence)
1 passed |
100.0% |
IN17 409 OUT818 | |
| ✓ | 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
9 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN17 409 OUT818 |
Agentic - Diagnosis (root cause under budget)
1 passed |
100.0% |
IN13 140 OUT780 | |
| ✓ | 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
13 tool callscategory:AgenticToolUsecategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN13 140 OUT780 |
Agentic - Diagnosis variants (5 cases)
5 passed |
100.0% |
IN75 536 OUT2 801 | |
| ✓ | 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 867 OUT588 |
| ✓ | 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 | IN14 962 OUT468 |
| ✓ | 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 902 OUT537 |
| ✓ | DiagnosisVariantTreeDiagnosis variant — tree (web->api,cache; api->auth,db), fault at db.1 AI query
8 tool callscategory:AgenticToolUsecategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN14 511 OUT344 |
| ✓ | 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 294 OUT864 |
Agentic - ETL Repair (root-cause in stage 2)
1 passed |
100.0% |
IN47 507 OUT541 | |
| ✓ | 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
12 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN47 507 OUT541 |
Agentic - Feature Flag (staged rollout + kill-switch)
1 passed |
100.0% |
IN23 109 OUT244 | |
| ✓ | 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
7 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN23 109 OUT244 |
Agentic - Game Backend: 1D bouncing ball
1 passed |
100.0% |
IN8 783 OUT148 | |
| ✓ | GameBackendBounceCodeGenCode-gen: model implements the bouncing-ball position; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 783 OUT148 |
Agentic - Game Backend: 1D swept anti-tunneling
1 passed |
100.0% |
IN8 794 OUT282 | |
| ✓ | GameBackendAntiTunnelCodeGenCode-gen: model implements swept 1D movement; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 794 OUT282 |
Agentic - Game Backend: 2048 left-move (slide + merge)
1 passed |
100.0% |
IN8 803 OUT440 | |
| ✓ | 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 803 OUT440 |
Agentic - Game Backend: 8-direction from vector
1 passed |
100.0% |
IN18 003 OUT528 | |
| ✓ | GameBackendDir8CodeGenCode-gen: model implements 8-direction classification; graded vs exact oracle.2 AI queries
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN18 003 OUT528 |
Agentic - Game Backend: AABB collision resolution (MTV)
1 passed |
100.0% |
IN8 899 OUT541 | |
| ✓ | GameBackendAabbResolveCodeGenCode-gen: model implements AABB push-out; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 899 OUT541 |
Agentic - Game Backend: AABB containment
1 passed |
100.0% |
IN8 739 OUT58 | |
| ✓ | GameBackendAabbContainsCodeGenCode-gen: model implements AABB containment; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 739 OUT58 |
Agentic - Game Backend: Acceleration to max speed
1 passed |
100.0% |
IN8 741 OUT80 | |
| ✓ | GameBackendAccelCodeGenCode-gen: model implements acceleration; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 741 OUT80 |
Agentic - Game Backend: Achievement thresholds
1 passed |
100.0% |
IN8 733 OUT179 | |
| ✓ | GameBackendAchievementsCodeGenCode-gen: model implements achievements; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 733 OUT179 |
Agentic - Game Backend: Active status effects
1 passed |
100.0% |
IN8 755 OUT373 | |
| ✓ | GameBackendStatusDurationCodeGenCode-gen: model implements status duration; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 755 OUT373 |
Agentic - Game Backend: Animation frame at time
1 passed |
100.0% |
IN8 773 OUT93 | |
| ✓ | GameBackendFrameAtTimeCodeGenCode-gen: model implements frame-at-time; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 773 OUT93 |
Agentic - Game Backend: Army upkeep income
1 passed |
100.0% |
IN8 721 OUT99 | |
| ✓ | GameBackendUpkeepCodeGenCode-gen: model implements upkeep; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 721 OUT99 |
Agentic - Game Backend: Axis-aligned path follow
1 passed |
100.0% |
IN8 764 OUT500 | |
| ✓ | GameBackendPathFollowCodeGenCode-gen: model implements path following; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN8 764 OUT500 |
Agentic - Game Backend: Battleship shot resolution
1 passed |
100.0% |
IN8 823 OUT383 | |
| ✓ | GameBackendBattleshipCodeGenCode-gen: model implements Battleship shot resolution; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 823 OUT383 |
Agentic - Game Backend: Bounce restitution
1 passed |
100.0% |
IN8 760 OUT73 | |
| ✓ | GameBackendRestitutionCodeGenCode-gen: model implements restitution bounce; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 760 OUT73 |
Agentic - Game Backend: Bresenham line rasterization
1 passed |
100.0% |
IN18 049 OUT605 | |
| ✓ | GameBackendBresenhamCodeGenCode-gen: model implements Bresenham line; graded vs exact oracle.2 AI queries
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN18 049 OUT605 |
Agentic - Game Backend: Buff/debuff stacking
1 passed |
100.0% |
IN8 786 OUT263 | |
| ✓ | GameBackendBuffsCodeGenCode-gen: model implements buff stacking; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 786 OUT263 |
Agentic - Game Backend: Build queue completions
1 passed |
100.0% |
IN8 754 OUT130 | |
| ✓ | GameBackendBuildQueueCodeGenCode-gen: model implements the build queue; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 754 OUT130 |
Agentic - Game Backend: Camera-relative movement
1 passed |
100.0% |
IN8 841 OUT223 | |
| ✓ | GameBackendCameraMoveCodeGenCode-gen: model implements camera-relative movement; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 841 OUT223 |
Agentic - Game Backend: Card hand sort
1 passed |
100.0% |
IN8 762 OUT511 | |
| ✓ | GameBackendHandSortCodeGenCode-gen: model implements hand sort; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 762 OUT511 |
Agentic - Game Backend: Card-game rules (blackjack/deck/compare)
1 passed |
100.0% |
IN8 937 OUT715 | |
| ✓ | 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 937 OUT715 |
Agentic - Game Backend: Chart scaling & histogram bins
1 passed |
100.0% |
IN8 826 OUT243 | |
| ✓ | GameBackendChartsCodeGenCode-gen: model implements chart scaling + binning; graded vs oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 826 OUT243 |
Agentic - Game Backend: Checkers captures
1 failed |
0.0% |
IN8 796 OUT270 | |
| × | GameBackendCheckersCodeGenCode-gen: model implements checkers captures; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users Captures threw: String index 24 is out of range. The string has 23 character(s). |
Failed | IN8 796 OUT270 |
Agentic - Game Backend: Collision primitives (circle/aabb/segment)
1 passed |
100.0% |
IN8 999 OUT563 | |
| ✓ | 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 999 OUT563 |
Agentic - Game Backend: Combat turn order (initiative)
1 passed |
100.0% |
IN8 735 OUT293 | |
| ✓ | GameBackendInitiativeCodeGenCode-gen: model implements combat turn order; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 735 OUT293 |
Agentic - Game Backend: Combo scoring (rising multiplier)
1 passed |
100.0% |
IN8 758 OUT147 | |
| ✓ | GameBackendComboCodeGenCode-gen: model implements combo scoring; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 758 OUT147 |
Agentic - Game Backend: Control-point capture
1 passed |
100.0% |
IN8 771 OUT197 | |
| ✓ | GameBackendCapturePointCodeGenCode-gen: model implements capture point; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 771 OUT197 |
Agentic - Game Backend: Controls & Inventory (spec-driven function battery)
1 passed |
100.0% |
IN8 912 OUT294 | |
| ✓ | 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 912 OUT294 |
Agentic - Game Backend: Cooldowns & resource regen
1 passed |
100.0% |
IN8 829 OUT172 | |
| ✓ | GameBackendCooldownCodeGenCode-gen: model implements cooldown/regen helpers; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 829 OUT172 |
Agentic - Game Backend: Coyote-time jump
1 passed |
100.0% |
IN8 750 OUT59 | |
| ✓ | GameBackendCoyoteCodeGenCode-gen: model implements coyote-time; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 750 OUT59 |
Agentic - Game Backend: Crafting capacity
1 passed |
100.0% |
IN8 774 OUT365 | |
| ✓ | GameBackendCraftingCodeGenCode-gen: model implements crafting count; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 774 OUT365 |
Agentic - Game Backend: Cribbage fifteens
1 passed |
100.0% |
IN8 751 OUT212 | |
| ✓ | GameBackendCribbageCodeGenCode-gen: model implements cribbage fifteens; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 751 OUT212 |
Agentic - Game Backend: Critical-hit damage
1 passed |
100.0% |
IN8 741 OUT51 | |
| ✓ | GameBackendCritCodeGenCode-gen: model implements crit damage; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 741 OUT51 |
Agentic - Game Backend: Damage over time
1 passed |
100.0% |
IN8 767 OUT189 | |
| ✓ | GameBackendDoTCodeGenCode-gen: model implements damage-over-time; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 767 OUT189 |
Agentic - Game Backend: Day/night cycle phase
1 passed |
100.0% |
IN8 753 OUT91 | |
| ✓ | GameBackendDayNightCodeGenCode-gen: model implements day/night phase; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 753 OUT91 |
Agentic - Game Backend: Dice notation max roll
1 passed |
100.0% |
IN8 768 OUT342 | |
| ✓ | GameBackendDiceCodeGenCode-gen: model implements dice-notation max roll; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 768 OUT342 |
Agentic - Game Backend: Enemy AI state machine
1 passed |
100.0% |
IN8 854 OUT345 | |
| ✓ | GameBackendEnemyFsmCodeGenCode-gen: model implements the enemy FSM; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN8 854 OUT345 |
Agentic - Game Backend: Equipment slot validation
1 passed |
100.0% |
IN8 768 OUT172 | |
| ✓ | GameBackendInventorySlotsCodeGenCode-gen: model implements slot validation; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 768 OUT172 |
Agentic - Game Backend: Flood-fill region size
1 passed |
100.0% |
IN8 756 OUT603 | |
| ✓ | GameBackendFloodFillCodeGenCode-gen: model implements flood-fill region size; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 756 OUT603 |
Agentic - Game Backend: Fog of war visibility
1 passed |
100.0% |
IN8 796 OUT270 | |
| ✓ | GameBackendFogOfWarCodeGenCode-gen: model implements fog-of-war visibility; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 796 OUT270 |
Agentic - Game Backend: Fog reveal (Chebyshev radius)
1 passed |
100.0% |
IN8 769 OUT321 | |
| ✓ | GameBackendFogRadiusCodeGenCode-gen: model implements fog reveal; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 769 OUT321 |
Agentic - Game Backend: Friction stop frame
1 passed |
100.0% |
IN8 749 OUT68 | |
| ✓ | GameBackendFrictionCodeGenCode-gen: model implements friction stop; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 749 OUT68 |
Agentic - Game Backend: Game of Life (code-gen vs oracle)
1 passed |
100.0% |
IN8 808 OUT340 | |
| ✓ | 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 808 OUT340 |
Agentic - Game Backend: Greedy coin change
1 passed |
100.0% |
IN8 750 OUT115 | |
| ✓ | GameBackendMakeChangeCodeGenCode-gen: model implements greedy change; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 750 OUT115 |
Agentic - Game Backend: Grid inventory & stacking (Diablo-style)
1 passed |
100.0% |
IN8 883 OUT370 | |
| ✓ | 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 883 OUT370 |
Agentic - Game Backend: Grid pathfinding (shortest path, BFS)
1 passed |
100.0% |
IN8 838 OUT971 | |
| ✓ | GameBackendPathfindCodeGenCode-gen: model implements grid shortest-path length; graded against an exact BFS oracle over fixed cases + random grids.1 AI query
0 tool callscategory:AgenticCodingcategory:Algorithmscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN8 838 OUT971 |
Agentic - Game Backend: Grid raycast
1 passed |
100.0% |
IN8 806 OUT252 | |
| ✓ | GameBackendRayMarchCodeGenCode-gen: model implements raycast; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 806 OUT252 |
Agentic - Game Backend: Health bar segments
1 passed |
100.0% |
IN8 807 OUT230 | |
| ✓ | GameBackendHealthBarCodeGenCode-gen: model implements the health bar; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 807 OUT230 |
Agentic - Game Backend: High-score table insert
1 failed |
0.0% |
IN37 439 OUT1 757 | |
| × | GameBackendHighScoreCodeGenCode-gen: model implements high-score insertion; graded vs exact oracle.4 AI queries
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users Insert did not compile: SC# compilation failed inside the script runner.
Compiler diagnostics:
43:5: Argument 1 of 'Insert' must be 'string', but it has type 'List<int>'. |
Failed | IN37 439 OUT1 757 |
Agentic - Game Backend: Hit chance
1 passed |
100.0% |
IN8 745 OUT70 | |
| ✓ | GameBackendHitChanceCodeGenCode-gen: model implements hit chance; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 745 OUT70 |
Agentic - Game Backend: Inventory encumbrance
1 passed |
100.0% |
IN8 742 OUT133 | |
| ✓ | GameBackendEncumbranceCodeGenCode-gen: model implements encumbrance; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 742 OUT133 |
Agentic - Game Backend: Inventory first-fit placement
1 passed |
100.0% |
IN8 808 OUT380 | |
| ✓ | GameBackendInventoryFitCodeGenCode-gen: model implements inventory first-fit; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 808 OUT380 |
Agentic - Game Backend: Inventory stack split
1 passed |
100.0% |
IN8 757 OUT88 | |
| ✓ | GameBackendStackSplitCodeGenCode-gen: model implements stack split; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 757 OUT88 |
Agentic - Game Backend: Isometric projection
1 passed |
100.0% |
IN8 775 OUT79 | |
| ✓ | GameBackendIsometricCodeGenCode-gen: model implements iso projection; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 775 OUT79 |
Agentic - Game Backend: Jump buffer
1 passed |
100.0% |
IN8 763 OUT125 | |
| ✓ | GameBackendJumpBufferCodeGenCode-gen: model implements jump buffer; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 763 OUT125 |
Agentic - Game Backend: Knockback with arena clamp
1 passed |
100.0% |
IN8 802 OUT212 | |
| ✓ | GameBackendKnockbackCodeGenCode-gen: model implements knockback; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 802 OUT212 |
Agentic - Game Backend: Leaderboard rank
1 passed |
100.0% |
IN8 735 OUT112 | |
| ✓ | GameBackendLeaderboardRankCodeGenCode-gen: model implements leaderboard rank; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 735 OUT112 |
Agentic - Game Backend: Lifecycle & counters (HP/death/respawn/game-over)
1 passed |
100.0% |
IN8 886 OUT208 | |
| ✓ | 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 886 OUT208 |
Agentic - Game Backend: Lifesteal healing
1 passed |
100.0% |
IN8 746 OUT101 | |
| ✓ | GameBackendLifestealCodeGenCode-gen: model implements lifesteal; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 746 OUT101 |
Agentic - Game Backend: Lights Out toggle
1 passed |
100.0% |
IN18 310 OUT764 | |
| ✓ | GameBackendLightsOutCodeGenCode-gen: model implements Lights Out toggle; graded vs exact oracle.2 AI queries
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN18 310 OUT764 |
Agentic - Game Backend: Match-3 cascade
1 passed |
100.0% |
IN8 820 OUT1 143 | |
| ✓ | GameBackendMatch3CascadeCodeGenCode-gen: model implements match-3 cascade; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN8 820 OUT1 143 |
Agentic - Game Backend: Match-3 detection
1 passed |
100.0% |
IN8 784 OUT524 | |
| ✓ | GameBackendMatchThreeCodeGenCode-gen: model implements match-3 detection; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 784 OUT524 |
Agentic - Game Backend: Match-3 swap validity
1 passed |
100.0% |
IN8 793 OUT608 | |
| ✓ | GameBackendMatch3SwapCodeGenCode-gen: model implements match-3 swap validity; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN8 793 OUT608 |
Agentic - Game Backend: Memory match pairs
1 passed |
100.0% |
IN8 747 OUT90 | |
| ✓ | GameBackendMemoryMatchCodeGenCode-gen: model implements memory match; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 747 OUT90 |
Agentic - Game Backend: Mercy invincibility (i-frames)
1 passed |
100.0% |
IN8 802 OUT296 | |
| ✓ | GameBackendInvincibilityCodeGenCode-gen: model implements i-frames damage; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 802 OUT296 |
Agentic - Game Backend: Minesweeper (adjacency + flood-fill reveal)
1 passed |
100.0% |
IN18 487 OUT1 348 | |
| ✓ | GameBackendMinesweeperCodeGenCode-gen: model implements minesweeper adjacency + flood-fill reveal; graded against an exact oracle over fixed + random boards.2 AI queries
0 tool callscategory:AgenticCodingcategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN18 487 OUT1 348 |
Agentic - Game Backend: Minimap downsample
1 passed |
100.0% |
IN8 778 OUT265 | |
| ✓ | GameBackendMinimapCodeGenCode-gen: model implements minimap downsampling; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 778 OUT265 |
Agentic - Game Backend: Minimap marker position
1 passed |
100.0% |
IN8 781 OUT253 | |
| ✓ | GameBackendMinimapMarkerCodeGenCode-gen: model implements minimap marker; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 781 OUT253 |
Agentic - Game Backend: N-in-a-row win detection (Connect-4)
1 passed |
100.0% |
IN17 933 OUT602 | |
| ✓ | GameBackendConnect4CodeGenCode-gen: model implements N-in-a-row winner detection; graded vs exact oracle.2 AI queries
0 tool callscategory:AgenticCodingcategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN17 933 OUT602 |
Agentic - Game Backend: Nonogram row validation
1 passed |
100.0% |
IN8 758 OUT324 | |
| ✓ | GameBackendNonogramCodeGenCode-gen: model implements nonogram validation; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 758 OUT324 |
Agentic - Game Backend: OBB collision (rotating rectangles, SAT)
1 passed |
100.0% |
IN8 905 OUT1 238 | |
| ✓ | GameBackendObbCodeGenCode-gen: model implements ObbOverlap for two oriented rectangles; graded against an exact integer SAT oracle over fixed + random boxes.1 AI query
0 tool callscategory:AgenticCodingcategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN8 905 OUT1 238 |
Agentic - Game Backend: Particle lifetime & expiry
1 passed |
100.0% |
IN8 840 OUT199 | |
| ✓ | GameBackendParticlesCodeGenCode-gen: model implements particle lifetime functions; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 840 OUT199 |
Agentic - Game Backend: Party XP share
1 passed |
100.0% |
IN8 758 OUT113 | |
| ✓ | GameBackendXpShareCodeGenCode-gen: model implements XP share; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 758 OUT113 |
Agentic - Game Backend: Patrol waypoints (ping-pong)
1 passed |
100.0% |
IN8 781 OUT183 | |
| ✓ | GameBackendPatrolCodeGenCode-gen: model implements patrol positioning; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 781 OUT183 |
Agentic - Game Backend: Platformer jump arc
1 passed |
100.0% |
IN8 772 OUT102 | |
| ✓ | GameBackendJumpCodeGenCode-gen: model implements the jump arc; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 772 OUT102 |
Agentic - Game Backend: Point on circle (trig)
1 passed |
100.0% |
IN8 805 OUT96 | |
| ✓ | 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 805 OUT96 |
Agentic - Game Backend: Poker hand comparison
1 passed |
100.0% |
IN33 657 OUT6 713 | |
| ✓ | GameBackendPokerCompareCodeGenCode-gen: model compares poker hands; graded vs exact oracle.3 AI queries
0 tool callscategory:CodeGenerationcategory:GameDevlevel:VeryHardsource:Ai4Users |
Passed | IN33 657 OUT6 713 |
Agentic - Game Backend: Poker hand ranking
1 passed |
100.0% |
IN8 824 OUT869 | |
| ✓ | 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 824 OUT869 |
Agentic - Game Backend: Pop-cap training
1 passed |
100.0% |
IN8 759 OUT85 | |
| ✓ | GameBackendPopCapCodeGenCode-gen: model implements pop-cap training; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 759 OUT85 |
Agentic - Game Backend: Progress bar fill
1 passed |
100.0% |
IN8 741 OUT56 | |
| ✓ | GameBackendProgressBarCodeGenCode-gen: model implements progress-bar fill; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 741 OUT56 |
Agentic - Game Backend: Projectile range (physics/trig)
1 passed |
100.0% |
IN8 763 OUT64 | |
| ✓ | GameBackendProjectileCodeGenCode-gen: model implements projectile range; graded vs oracle with +/-1 tolerance.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 763 OUT64 |
Agentic - Game Backend: Projectile with ground bounce
1 passed |
100.0% |
IN8 797 OUT131 | |
| ✓ | GameBackendProjectileCodeGenCode-gen: model implements the projectile sim; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 797 OUT131 |
Agentic - Game Backend: Resource gathering
1 passed |
100.0% |
IN8 758 OUT49 | |
| ✓ | GameBackendGatherCodeGenCode-gen: model implements resource gathering; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 758 OUT49 |
Agentic - Game Backend: Reversi flip count
1 passed |
100.0% |
IN8 829 OUT527 | |
| ✓ | GameBackendReversiCodeGenCode-gen: model implements Reversi flip count; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN8 829 OUT527 |
Agentic - Game Backend: Rotate 2D vector (trig)
1 passed |
100.0% |
IN8 774 OUT104 | |
| ✓ | GameBackendRotateVectorCodeGenCode-gen: model implements vector rotation; graded vs oracle with +/-1 tolerance.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 774 OUT104 |
Agentic - Game Backend: Round-robin deal
1 passed |
100.0% |
IN8 763 OUT107 | |
| ✓ | GameBackendDeckDealCodeGenCode-gen: model implements dealing; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 763 OUT107 |
Agentic - Game Backend: RTS resource economy
1 passed |
100.0% |
IN8 754 OUT99 | |
| ✓ | GameBackendRtsEconomyCodeGenCode-gen: model implements RTS economy; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 754 OUT99 |
Agentic - Game Backend: RTS unit counters & damage
1 passed |
100.0% |
IN8 806 OUT159 | |
| ✓ | GameBackendRtsCodeGenCode-gen: model implements RTS counters + damage; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 806 OUT159 |
Agentic - Game Backend: Safest neighbour (danger map)
1 passed |
100.0% |
IN8 794 OUT264 | |
| ✓ | GameBackendDangerMapCodeGenCode-gen: model implements danger-map safest neighbour; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 794 OUT264 |
Agentic - Game Backend: Scroll viewport
1 passed |
100.0% |
IN8 776 OUT116 | |
| ✓ | GameBackendScrollViewCodeGenCode-gen: model implements scroll viewport; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 776 OUT116 |
Agentic - Game Backend: Set card validity
1 passed |
100.0% |
IN8 755 OUT182 | |
| ✓ | GameBackendSetGameCodeGenCode-gen: model implements Set validity; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 755 OUT182 |
Agentic - Game Backend: Shop affordability
1 passed |
100.0% |
IN8 735 OUT70 | |
| ✓ | GameBackendShopAffordCodeGenCode-gen: model implements shop affordability; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 735 OUT70 |
Agentic - Game Backend: Sliding puzzle move
1 passed |
100.0% |
IN8 766 OUT389 | |
| ✓ | GameBackendSlidePuzzleCodeGenCode-gen: model implements sliding puzzle move; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 766 OUT389 |
Agentic - Game Backend: Snake head movement
1 passed |
100.0% |
IN8 823 OUT294 | |
| ✓ | GameBackendSnakeCodeGenCode-gen: model implements snake head movement; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 823 OUT294 |
Agentic - Game Backend: Snake tick
1 passed |
100.0% |
IN8 893 OUT602 | |
| ✓ | GameBackendSnakeCodeGenCode-gen: model implements the Snake tick; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN8 893 OUT602 |
Agentic - Game Backend: Snap to grid
1 passed |
100.0% |
IN8 751 OUT66 | |
| ✓ | GameBackendSnapGridCodeGenCode-gen: model implements snap-to-grid; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 751 OUT66 |
Agentic - Game Backend: Sokoban move/push legality
1 passed |
100.0% |
IN8 854 OUT317 | |
| ✓ | GameBackendSokobanCodeGenCode-gen: model implements Sokoban move legality; graded vs exact oracle.1 AI query
0 tool callscategory:AgenticCodingcategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 854 OUT317 |
Agentic - Game Backend: Solitaire tableau move
1 passed |
100.0% |
IN8 793 OUT279 | |
| ✓ | GameBackendSolitaireCodeGenCode-gen: model implements solitaire move legality; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 793 OUT279 |
Agentic - Game Backend: Spawn scheduler count
1 passed |
100.0% |
IN8 750 OUT69 | |
| ✓ | GameBackendSpawnSchedulerCodeGenCode-gen: model implements spawn scheduler; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 750 OUT69 |
Agentic - Game Backend: Spawn-wave alive count
1 passed |
100.0% |
IN8 762 OUT165 | |
| ✓ | GameBackendSpawnWaveCodeGenCode-gen: model implements spawn-wave alive count; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 762 OUT165 |
Agentic - Game Backend: Stat level scaling
1 passed |
100.0% |
IN8 754 OUT65 | |
| ✓ | GameBackendLevelScalingCodeGenCode-gen: model implements level scaling; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 754 OUT65 |
Agentic - Game Backend: Steering seek (greedy pursuit)
1 passed |
100.0% |
IN8 780 OUT168 | |
| ✓ | GameBackendSeekCodeGenCode-gen: model implements steering seek; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 780 OUT168 |
Agentic - Game Backend: Tactical movement range
1 passed |
100.0% |
IN8 792 OUT479 | |
| ✓ | GameBackendMoveRangeCodeGenCode-gen: model implements movement range; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN8 792 OUT479 |
Agentic - Game Backend: Tech tree eligibility
1 passed |
100.0% |
IN8 774 OUT471 | |
| ✓ | GameBackendTechTreeCodeGenCode-gen: model implements tech-tree eligibility; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 774 OUT471 |
Agentic - Game Backend: Tetris line clearing
1 passed |
100.0% |
IN17 864 OUT636 | |
| ✓ | GameBackendTetrisCodeGenCode-gen: model implements Tetris line clearing; graded vs exact oracle.2 AI queries
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN17 864 OUT636 |
Agentic - Game Backend: Threat table top target
1 passed |
100.0% |
IN8 759 OUT312 | |
| ✓ | GameBackendThreatCodeGenCode-gen: model implements threat table; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 759 OUT312 |
Agentic - Game Backend: Tic-tac-toe result
1 passed |
100.0% |
IN8 750 OUT370 | |
| ✓ | GameBackendTicTacToeCodeGenCode-gen: model implements tic-tac-toe result; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 750 OUT370 |
Agentic - Game Backend: Toroidal wrap (Pac-Man)
1 passed |
100.0% |
IN8 786 OUT60 | |
| ✓ | GameBackendTorusWrapCodeGenCode-gen: model implements toroidal wrap; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 786 OUT60 |
Agentic - Game Backend: Tower targeting (nearest in range)
1 passed |
100.0% |
IN8 774 OUT248 | |
| ✓ | GameBackendTowerTargetCodeGenCode-gen: model implements tower targeting; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 774 OUT248 |
Agentic - Game Backend: Transaction ledger
1 passed |
100.0% |
IN8 777 OUT229 | |
| ✓ | GameBackendBankCodeGenCode-gen: model implements the ledger; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 777 OUT229 |
Agentic - Game Backend: Trick-taking winner
1 failed |
0.0% |
IN8 805 OUT430 | |
| × | GameBackendTrickWinnerCodeGenCode-gen: model implements trick winner; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users Assertion expression evaluated to false: r.ResultJson == exp.ToString()
Context: Winner([9H 2S AH] trump S lead H) got 2 expected 1
Values:
r.ResultJson = "2" |
Failed | IN8 805 OUT430 |
Agentic - Game Backend: Turn-based duel resolution
1 passed |
100.0% |
IN8 837 OUT439 | |
| ✓ | GameBackendCombatDuelCodeGenCode-gen: model implements the duel resolver; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 837 OUT439 |
Agentic - Game Backend: Typed armor mitigation
1 passed |
100.0% |
IN8 761 OUT353 | |
| ✓ | GameBackendArmorCodeGenCode-gen: model implements armor mitigation; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 761 OUT353 |
Agentic - Game Backend: UI menu (wrap/clamp/paginate)
1 passed |
100.0% |
IN8 853 OUT200 | |
| ✓ | GameBackendUiMenuCodeGenCode-gen: model implements the UI/menu helpers; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 853 OUT200 |
Agentic - Game Backend: Uno playable cards
1 passed |
100.0% |
IN8 789 OUT225 | |
| ✓ | GameBackendUnoCodeGenCode-gen: model implements Uno playability; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 789 OUT225 |
Agentic - Game Backend: Velocity reflection
1 passed |
100.0% |
IN8 733 OUT83 | |
| ✓ | GameBackendReflectCodeGenCode-gen: model implements reflection; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 733 OUT83 |
Agentic - Game Backend: Wall-slide fall
1 passed |
100.0% |
IN8 741 OUT73 | |
| ✓ | GameBackendWallSlideCodeGenCode-gen: model implements wall slide; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 741 OUT73 |
Agentic - Game Backend: War card compare
1 passed |
100.0% |
IN8 761 OUT168 | |
| ✓ | GameBackendWarCodeGenCode-gen: model implements War comparison; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 761 OUT168 |
Agentic - Game Backend: Weighted loot table
1 passed |
100.0% |
IN8 764 OUT120 | |
| ✓ | GameBackendLootTableCodeGenCode-gen: model implements weighted loot pick; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Easysource:Ai4Users |
Passed | IN8 764 OUT120 |
Agentic - Game Backend: Weighted terrain pathfinding
1 passed |
100.0% |
IN28 910 OUT2 304 | |
| ✓ | GameBackendWeightedPathCodeGenCode-gen: model implements weighted grid pathfinding; graded vs exact oracle.3 AI queries
0 tool callscategory:Algorithmscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users |
Passed | IN28 910 OUT2 304 |
Agentic - Game Backend: Word-wrap line count
1 passed |
100.0% |
IN8 746 OUT227 | |
| ✓ | GameBackendTooltipWrapCodeGenCode-gen: model implements word-wrap line count; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 746 OUT227 |
Agentic - Game Backend: XP to character level
1 passed |
100.0% |
IN8 754 OUT67 | |
| ✓ | GameBackendXpLevelCodeGenCode-gen: model implements XP-to-level; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:GameDevlevel:Mediumsource:Ai4Users |
Passed | IN8 754 OUT67 |
Agentic - Idempotency (poison-retry / no double charge)
1 passed |
100.0% |
IN19 573 OUT267 | |
| ✓ | 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 | IN19 573 OUT267 |
Agentic - Irreversible Commit (measure twice)
1 passed |
100.0% |
IN27 944 OUT297 | |
| ✓ | 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
8 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN27 944 OUT297 |
Agentic - Least Privilege (exact grants)
1 passed |
100.0% |
IN14 506 OUT264 | |
| ✓ | 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
6 tool callscategory:AgenticToolUselevel:Hardsource:Ai4Users |
Passed | IN14 506 OUT264 |
Agentic - Ledger (simulated DB read-modify-write)
1 passed |
100.0% |
IN27 064 OUT741 | |
| ✓ | 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 | IN27 064 OUT741 |
Agentic - Ledger variants (5 RMW cases)
5 passed |
100.0% |
IN317 719 OUT6 203 | |
| ✓ | LedgerVariantEarlyChainLedger RMW variant v2 (4 accounts, early chain then a skip).1 AI query
17 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN67 045 OUT1 019 |
| ✓ | LedgerVariantFiveAccountsLedger RMW variant v4 (5 accounts, two chains + a skip).1 AI query
18 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN74 463 OUT1 276 |
| ✓ | LedgerVariantLongChainLedger RMW variant v5 (6 accounts, long dependent chain).1 AI query
26 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN77 629 OUT1 891 |
| ✓ | LedgerVariantSmallChainLedger RMW variant v1 (4 accounts, chained batch, one overdraft-skip).1 AI query
11 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN42 637 OUT1 238 |
| ✓ | LedgerVariantTightMarginsLedger RMW variant v3 (3 accounts, tight overdraft margins).1 AI query
15 tool callscategory:AgenticToolUsecategory:Reasoninglevel:VeryHardsource:Ai4Users |
Passed | IN55 945 OUT779 |
Agentic - Lock Ordering (deadlock avoidance)
1 passed |
100.0% |
IN115 664 OUT1 386 | |
| ✓ | 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 | IN115 664 OUT1 386 |
Agentic - Lock Ordering variants (5 cases)
4 passed1 failed |
80.0% |
IN393 939 OUT5 113 | |
| ✓ | LockVariantFiveResFourOps1 AI query
24 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN148 401 OUT1 486 |
| ✓ | LockVariantFourResThreeOps1 AI query
18 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN54 796 OUT837 |
| ✓ | LockVariantHeavyReuse1 AI query
23 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN79 190 OUT1 084 |
| × | LockVariantReverseListed1 AI query
8 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users Assertion expression evaluated to false: Globals.Get<bool>("op.done." + op, false)
Context: Operation not performed: op_y |
Failed | IN29 786 OUT566 |
| ✓ | LockVariantThreeLockOp1 AI query
20 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN81 766 OUT1 140 |
Agentic - Migration (cascading rollback + reapply)
1 passed |
100.0% |
IN32 022 OUT533 | |
| ✓ | 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 | IN32 022 OUT533 |
Agentic - Requirements (detect contradiction)
1 passed |
100.0% |
IN7 257 OUT192 | |
| ✓ | 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 257 OUT192 |
Agentic - Retry/Circuit-breaker (transient vs hard-down)
1 passed |
100.0% |
IN34 448 OUT599 | |
| ✓ | 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 | IN34 448 OUT599 |
Agentic - Saga (compensation / distributed rollback)
1 passed |
100.0% |
IN21 059 OUT259 | |
| ✓ | 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 | IN21 059 OUT259 |
Agentic - Saga variants (5 compensation cases)
5 passed |
100.0% |
IN109 279 OUT1 543 | |
| ✓ | SagaVariantCommitAllSucceed3-step saga where every step succeeds -> COMMITTED; the agent must NOT over-compensate a success.1 AI query
5 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN16 420 OUT253 |
| ✓ | SagaVariantFailStep2Of33-step saga where step 2 fails permanently -> compensate only step 1 (aborted); never reaches step 3.1 AI query
5 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN16 470 OUT201 |
| ✓ | 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 479 OUT405 |
| ✓ | SagaVariantFailStep3Of44-step saga where step 3 fails permanently -> compensate steps 1-2 (aborted); step 4 never runs.1 AI query
7 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN23 008 OUT315 |
| ✓ | SagaVariantFailStep4Of44-step saga where the final step (4) fails permanently -> compensate steps 1-3 (aborted).1 AI query
9 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN29 902 OUT369 |
Agentic - Schema Compat (expand-contract)
1 passed |
100.0% |
IN17 681 OUT219 | |
| ✓ | 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
5 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN17 681 OUT219 |
Agentic - Scratchpad (self-repair, Dyck, tool-decision)
6 passed1 failed |
85.7% |
IN219 275 OUT3 585 | |
| ✓ | AgenticCongruentWindowsRepairAgentic coding: write, execute, inspect feedback, repair, retry.1 AI query
1 tool callcategory:AgenticToolUsecategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN22 377 OUT1 336 |
| × | AgenticDyckExecutableScratchpadDyck completion using model-written executable SC# scratchpad.1 AI query
1 tool callcategory:AgenticReasoningcategory:CodeGenerationlevel:Hardsource:Ai4Users Assertion expression evaluated to false: got != ""
Context: Model did not provide an ANSWER marker.
Values:
got = "" |
Failed | IN21 230 OUT340 |
| ✓ | ToolDecisionEasyArithmeticTool-decision calibration: trivial arithmetic.1 AI query
0 tool callscategory:AgenticReasoningcategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN10 528 OUT37 |
| ✓ | ToolDecisionExclusiveMultiplesTool-decision calibration: moderate exact counting.1 AI query
1 tool callcategory:AgenticReasoningcategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN21 106 OUT266 |
| ✓ | ToolDecisionFibonacciModuloTool-decision calibration: exact larger arithmetic.1 AI query
1 tool callcategory:AgenticReasoningcategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN21 155 OUT215 |
| ✓ | ToolDecisionLongDyckTool-decision calibration: long Dyck symbolic tracking.1 AI query
3 tool callscategory:AgenticReasoningcategory:CodeGenerationlevel:VeryHardsource:Ai4Users |
Passed | IN43 621 OUT560 |
| ✓ | ToolDecisionSubsetCountTool-decision calibration: exact subset counting.1 AI query
6 tool callscategory:AgenticReasoningcategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN79 258 OUT831 |
Agentic - Secret Rotation (zero-downtime ordering)
1 passed |
100.0% |
IN16 339 OUT192 | |
| ✓ | 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 339 OUT192 |
Agentic - StatefulOps (incident recovery, concurrency replan)
2 passed |
100.0% |
IN75 160 OUT1 337 | |
| ✓ | AgenticCheckoutIncidentRecoveryStateful agentic incident recovery: inspect, plan, modify, restart, verify and repair.1 AI query
7 tool callscategory:AgenticToolUselevel:Hardsource:Ai4Users |
Passed | IN30 129 OUT479 |
| ✓ | AgenticConcurrentDeploymentRecoveryStateful agentic recovery with optimistic concurrency, hidden concurrent mutation, deterministic verification and up to 10 conversational recovery attempts.1 AI query
9 tool callscategory:AgenticToolUselevel:VeryHardsource:Ai4Users |
Passed | IN45 031 OUT858 |
Agentic - Test Authoring (write a test that catches the bug)
1 passed |
100.0% |
IN17 320 OUT695 | |
| ✓ | 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
6 tool callscategory:AgenticToolUsecategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN17 320 OUT695 |
Agentic - Topological Planning (deps + prereq)
1 passed |
100.0% |
IN27 921 OUT396 | |
| ✓ | 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 | IN27 921 OUT396 |
Algorithms - 0/1 Knapsack (dynamic programming)
1 passed |
100.0% |
IN8 768 OUT398 | |
| ✓ | 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 768 OUT398 |
Algorithms - 1D elastic collision
1 passed |
100.0% |
IN8 808 OUT157 | |
| ✓ | ElasticCollision1DCodeGenCode-gen: model implements 1D elastic collision; graded vs oracle within tolerance.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 808 OUT157 |
Algorithms - All-pairs shortest path pair
1 passed |
100.0% |
IN8 776 OUT933 | |
| ✓ | 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 776 OUT933 |
Algorithms - Balanced brackets (stack)
1 passed |
100.0% |
IN8 739 OUT221 | |
| ✓ | ValidBracketsCodeGenCode-gen: model implements bracket validation; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 739 OUT221 |
Algorithms - Bellman-Ford shortest path (neg weights/cycles)
1 passed |
100.0% |
IN8 785 OUT839 | |
| ✓ | BellmanCodeGenCode-gen: model implements Bellman-Ford; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 785 OUT839 |
Algorithms - Binary Gray code
1 passed |
100.0% |
IN8 712 OUT22 | |
| ✓ | GrayCodeCodeGenCode-gen: model implements Gray code; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 712 OUT22 |
Algorithms - Bipartite graph check
1 passed |
100.0% |
IN8 758 OUT417 | |
| ✓ | BipartiteCodeGenCode-gen: model implements bipartite check; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 758 OUT417 |
Algorithms - Bit tricks (popcount/pow2/lowbit)
1 passed |
100.0% |
IN8 786 OUT133 | |
| ✓ | BitTricksCodeGenCode-gen: model implements bit tricks; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 786 OUT133 |
Algorithms - Caesar cipher
1 passed |
100.0% |
IN8 735 OUT220 | |
| ✓ | CaesarCodeGenCode-gen: model implements the Caesar cipher; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 735 OUT220 |
Algorithms - Catalan number
1 passed |
100.0% |
IN8 757 OUT69 | |
| ✓ | CatalanCodeGenCode-gen: model implements Catalan number; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 757 OUT69 |
Algorithms - Chinese remainder theorem
1 passed |
100.0% |
IN8 775 OUT782 | |
| ✓ | CrtCodeGenCode-gen: model implements CRT; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 775 OUT782 |
Algorithms - Circle-circle MTV
1 passed |
100.0% |
IN8 852 OUT147 | |
| ✓ | CircleMtvCodeGenCode-gen: model implements circle-circle MTV; graded vs oracle within tolerance.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 852 OUT147 |
Algorithms - Coin change combinations
1 passed |
100.0% |
IN8 742 OUT228 | |
| ✓ | CoinCombosCodeGenCode-gen: model implements coin combinations; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 742 OUT228 |
Algorithms - Collatz step count
1 passed |
100.0% |
IN8 738 OUT92 | |
| ✓ | CollatzCodeGenCode-gen: model implements Collatz step count; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 738 OUT92 |
Algorithms - Connected components (union-find)
1 passed |
100.0% |
IN17 975 OUT857 | |
| ✓ | UnionFindCodeGenCode-gen: model implements connected-component counting; graded vs exact oracle.2 AI queries
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN17 975 OUT857 |
Algorithms - Container with most water
1 passed |
100.0% |
IN8 746 OUT263 | |
| ✓ | ContainerWaterCodeGenCode-gen: model implements container with most water; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 746 OUT263 |
Algorithms - Count anagram groups
1 passed |
100.0% |
IN17 790 OUT536 | |
| ✓ | AnagramGroupsCodeGenCode-gen: model implements anagram grouping; graded vs exact oracle.2 AI queries
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN17 790 OUT536 |
Algorithms - Count grid color regions
1 passed |
100.0% |
IN8 749 OUT529 | |
| ✓ | CountComponentsGridCodeGenCode-gen: model implements region counting; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 749 OUT529 |
Algorithms - Count islands
1 passed |
100.0% |
IN8 752 OUT552 | |
| ✓ | CountIslandsCodeGenCode-gen: model implements island counting; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 752 OUT552 |
Algorithms - Count overlapping occurrences
1 passed |
100.0% |
IN8 735 OUT153 | |
| ✓ | RabinKarpCountCodeGenCode-gen: model implements overlapping occurrence count; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 735 OUT153 |
Algorithms - Count primes (Sieve of Eratosthenes)
1 passed |
100.0% |
IN8 714 OUT181 | |
| ✓ | CountPrimesCodeGenCode-gen: model implements prime counting; graded vs exact sieve oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 714 OUT181 |
Algorithms - Cumulative distribution
1 passed |
100.0% |
IN17 719 OUT394 | |
| ✓ | CdfCodeGenCode-gen: model implements CDF; graded vs exact oracle.2 AI queries
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN17 719 OUT394 |
Algorithms - Dijkstra shortest path (weighted graph)
1 passed |
100.0% |
IN8 788 OUT776 | |
| ✓ | 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 788 OUT776 |
Algorithms - Directed cycle detection
1 passed |
100.0% |
IN8 745 OUT641 | |
| ✓ | DirectedCycleCodeGenCode-gen: model implements cycle detection; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 745 OUT641 |
Algorithms - Distinct subsequences
1 passed |
100.0% |
IN8 731 OUT197 | |
| ✓ | DistinctSubseqCodeGenCode-gen: model implements distinct subsequences; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:VeryHardsource:Ai4Users |
Passed | IN8 731 OUT197 |
Algorithms - Divisor count
1 passed |
100.0% |
IN8 719 OUT68 | |
| ✓ | DivisorCountCodeGenCode-gen: model implements divisor count; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 719 OUT68 |
Algorithms - Downsample by block average
1 passed |
100.0% |
IN8 760 OUT172 | |
| ✓ | ResampleCodeGenCode-gen: model implements block-average downsampling; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 760 OUT172 |
Algorithms - Dutch national flag sort
1 passed |
100.0% |
IN8 727 OUT301 | |
| ✓ | DutchFlagSortCodeGenCode-gen: model implements Dutch flag sort; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 727 OUT301 |
Algorithms - Egg drop trials
1 passed |
100.0% |
IN8 788 OUT248 | |
| ✓ | EggDropCodeGenCode-gen: model implements egg drop; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 788 OUT248 |
Algorithms - Equal subset-sum partition
1 passed |
100.0% |
IN8 730 OUT265 | |
| ✓ | PartitionEqualCodeGenCode-gen: model implements equal partition; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 730 OUT265 |
Algorithms - Euler totient
1 passed |
100.0% |
IN8 719 OUT149 | |
| ✓ | EulerPhiCodeGenCode-gen: model implements Euler's totient; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 719 OUT149 |
Algorithms - Eulerian path existence
1 passed |
100.0% |
IN8 778 OUT529 | |
| ✓ | EulerianPathExistsCodeGenCode-gen: model implements Eulerian-path existence; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 778 OUT529 |
Algorithms - Extended Euclidean
1 passed |
100.0% |
IN8 831 OUT189 | |
| ✓ | ExtendedGcdCodeGenCode-gen: model implements extended gcd; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 831 OUT189 |
Algorithms - Format duration H:MM:SS
1 passed |
100.0% |
IN8 746 OUT151 | |
| ✓ | FormatTimeCodeGenCode-gen: model implements duration formatting; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 746 OUT151 |
Algorithms - GCD and LCM
1 passed |
100.0% |
IN8 723 OUT103 | |
| ✓ | GcdLcmCodeGenCode-gen: model implements GCD + LCM; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 723 OUT103 |
Algorithms - Grid transpose
1 passed |
100.0% |
IN8 754 OUT86 | |
| ✓ | TransposeCodeGenCode-gen: model implements grid transpose; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 754 OUT86 |
Algorithms - House robber (max non-adjacent sum)
1 passed |
100.0% |
IN8 718 OUT231 | |
| ✓ | HouseRobberCodeGenCode-gen: model implements house robber; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 718 OUT231 |
Algorithms - Integer linear interpolation
1 passed |
100.0% |
IN8 752 OUT35 | |
| ✓ | LerpIntCodeGenCode-gen: model implements integer lerp; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 752 OUT35 |
Algorithms - Integer square root
1 failed |
0.0% |
IN8 734 OUT176 | |
| × | IntSqrtCodeGenCode-gen: model implements integer sqrt; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users Isqrt threw: Integer overflow. |
Failed | IN8 734 OUT176 |
Algorithms - Integer to base-N string
1 passed |
100.0% |
IN8 740 OUT115 | |
| ✓ | BaseConversionCodeGenCode-gen: model implements int->base string; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 740 OUT115 |
Algorithms - Integer to Roman numeral
1 passed |
100.0% |
IN8 769 OUT185 | |
| ✓ | RomanCodeGenCode-gen: model implements int->Roman; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 769 OUT185 |
Algorithms - Josephus survivor
1 passed |
100.0% |
IN8 745 OUT62 | |
| ✓ | JosephusCodeGenCode-gen: model implements Josephus survivor; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 745 OUT62 |
Algorithms - Jump game (min jumps)
1 passed |
100.0% |
IN8 753 OUT294 | |
| ✓ | JumpGameCodeGenCode-gen: model implements jump game; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 753 OUT294 |
Algorithms - Kth largest element
1 passed |
100.0% |
IN8 743 OUT154 | |
| ✓ | KthLargestCodeGenCode-gen: model implements kth largest; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 743 OUT154 |
Algorithms - Least-squares line fit
1 passed |
100.0% |
IN8 785 OUT254 | |
| ✓ | LinearRegressionCodeGenCode-gen: model implements OLS line fit; graded vs oracle within tolerance.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 785 OUT254 |
Algorithms - Levenshtein edit distance (DP)
1 passed |
100.0% |
IN8 713 OUT232 | |
| ✓ | EditDistanceCodeGenCode-gen: model implements Levenshtein edit distance; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 713 OUT232 |
Algorithms - Log-scale bucket index
1 passed |
100.0% |
IN8 778 OUT62 | |
| ✓ | LogScaleBinsCodeGenCode-gen: model implements log-scale binning; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 778 OUT62 |
Algorithms - Logarithmic bin index
1 passed |
100.0% |
IN8 767 OUT130 | |
| ✓ | LogBinsCodeGenCode-gen: model implements log bins; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 767 OUT130 |
Algorithms - Longest common prefix
1 passed |
100.0% |
IN8 726 OUT164 | |
| ✓ | CommonPrefixCodeGenCode-gen: model implements longest common prefix; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 726 OUT164 |
Algorithms - Longest common subsequence
1 passed |
100.0% |
IN8 711 OUT278 | |
| ✓ | LcsCodeGenCode-gen: model implements LCS length; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 711 OUT278 |
Algorithms - Longest common substring
1 passed |
100.0% |
IN8 728 OUT279 | |
| ✓ | CommonSubstringCodeGenCode-gen: model implements longest common substring; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 728 OUT279 |
Algorithms - Longest increasing subsequence (DP)
1 passed |
100.0% |
IN8 745 OUT298 | |
| ✓ | LISCodeGenCode-gen: model implements LIS length; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 745 OUT298 |
Algorithms - Longest palindromic substring
1 passed |
100.0% |
IN8 723 OUT237 | |
| ✓ | LongestPalindromeCodeGenCode-gen: model implements longest palindromic substring length; graded vs oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 723 OUT237 |
Algorithms - Longest repeated substring
1 passed |
100.0% |
IN8 728 OUT534 | |
| ✓ | LongestRepeatedCodeGenCode-gen: model implements longest repeated substring; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 728 OUT534 |
Algorithms - Lower bound (binary search)
1 passed |
100.0% |
IN8 756 OUT174 | |
| ✓ | LowerBoundCodeGenCode-gen: model implements lower bound; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 756 OUT174 |
Algorithms - Luhn checksum validation
1 passed |
100.0% |
IN8 757 OUT145 | |
| ✓ | LuhnCodeGenCode-gen: model implements Luhn validation; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 757 OUT145 |
Algorithms - Majority element
1 passed |
100.0% |
IN8 721 OUT344 | |
| ✓ | MajorityElementCodeGenCode-gen: model implements majority element; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 721 OUT344 |
Algorithms - Matrix chain multiplication
1 passed |
100.0% |
IN8 756 OUT429 | |
| ✓ | MatrixChainCodeGenCode-gen: model implements matrix-chain order; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 756 OUT429 |
Algorithms - Maximum subarray sum (Kadane)
1 passed |
100.0% |
IN8 746 OUT179 | |
| ✓ | MaxSubarrayCodeGenCode-gen: model implements maximum subarray sum; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 746 OUT179 |
Algorithms - Merge K sorted lists
1 passed |
100.0% |
IN8 739 OUT210 | |
| ✓ | MergeKSortedCodeGenCode-gen: model implements merge K sorted; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 739 OUT210 |
Algorithms - Merge overlapping intervals
1 passed |
100.0% |
IN8 771 OUT440 | |
| ✓ | MergeIntervalsCodeGenCode-gen: model implements interval merging; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 771 OUT440 |
Algorithms - Min-max normalization
1 passed |
100.0% |
IN8 748 OUT311 | |
| ✓ | MinMaxScaleCodeGenCode-gen: model implements min-max scaling; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 748 OUT311 |
Algorithms - Minimum coin change (DP)
1 passed |
100.0% |
IN8 739 OUT309 | |
| ✓ | CoinChangeCodeGenCode-gen: model implements min-coin change; graded vs exact DP oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 739 OUT309 |
Algorithms - Minimum knight moves (BFS)
1 passed |
100.0% |
IN8 777 OUT461 | |
| ✓ | KnightMovesCodeGenCode-gen: model implements min knight moves; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 777 OUT461 |
Algorithms - Minimum path sum (grid DP)
1 passed |
100.0% |
IN8 752 OUT453 | |
| ✓ | MinPathSumCodeGenCode-gen: model implements min path sum; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 752 OUT453 |
Algorithms - Minimum spanning tree (Kruskal)
1 passed |
100.0% |
IN8 752 OUT599 | |
| ✓ | KruskalCodeGenCode-gen: model implements Kruskal MST; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 752 OUT599 |
Algorithms - Minimum window substring
1 passed |
100.0% |
IN8 760 OUT487 | |
| ✓ | MinWindowContainsCodeGenCode-gen: model implements minimum window substring; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:VeryHardsource:Ai4Users |
Passed | IN8 760 OUT487 |
Algorithms - Modular exponentiation (fast pow)
1 passed |
100.0% |
IN8 771 OUT124 | |
| ✓ | ModPowCodeGenCode-gen: model implements modular exponentiation; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 771 OUT124 |
Algorithms - Modular inverse (extended Euclid)
1 passed |
100.0% |
IN8 759 OUT284 | |
| ✓ | ModInverseCodeGenCode-gen: model implements modular inverse; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 759 OUT284 |
Algorithms - Moving average
1 passed |
100.0% |
IN8 750 OUT231 | |
| ✓ | MovingAverageCodeGenCode-gen: model implements moving average; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 750 OUT231 |
Algorithms - Next greater element
1 passed |
100.0% |
IN8 733 OUT237 | |
| ✓ | NextGreaterCodeGenCode-gen: model implements next greater element; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 733 OUT237 |
Algorithms - Next lexicographic permutation
1 passed |
100.0% |
IN8 741 OUT549 | |
| ✓ | NextPermutationCodeGenCode-gen: model implements next permutation; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 741 OUT549 |
Algorithms - Nth Fibonacci mod m
1 passed |
100.0% |
IN8 740 OUT116 | |
| ✓ | FibModCodeGenCode-gen: model implements nth Fibonacci mod; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 740 OUT116 |
Algorithms - Overlapping substring count
1 passed |
100.0% |
IN8 725 OUT157 | |
| ✓ | SubstrCountCodeGenCode-gen: model implements substring count; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 725 OUT157 |
Algorithms - Palindrome & anagram checks
1 passed |
100.0% |
IN8 755 OUT504 | |
| ✓ | PalindromeCodeGenCode-gen: model implements palindrome + anagram; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 755 OUT504 |
Algorithms - Pascal triangle row
1 passed |
100.0% |
IN8 733 OUT189 | |
| ✓ | PascalRowCodeGenCode-gen: model implements Pascal's row; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 733 OUT189 |
Algorithms - Point-to-segment distance
1 passed |
100.0% |
IN8 773 OUT242 | |
| ✓ | 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 773 OUT242 |
Algorithms - Prime factorization
1 passed |
100.0% |
IN8 744 OUT193 | |
| ✓ | PrimeFactorizeCodeGenCode-gen: model implements prime factorization; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 744 OUT193 |
Algorithms - Product of array except self
1 passed |
100.0% |
IN8 750 OUT419 | |
| ✓ | ProductExceptSelfCodeGenCode-gen: model implements product except self; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 750 OUT419 |
Algorithms - Quadratic Bezier point
1 passed |
100.0% |
IN8 810 OUT175 | |
| ✓ | BezierPointCodeGenCode-gen: model evaluates a quadratic Bézier; graded vs oracle within tolerance.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 810 OUT175 |
Algorithms - Range sum via prefix sums
1 passed |
100.0% |
IN8 732 OUT71 | |
| ✓ | PrefixSumRangeCodeGenCode-gen: model implements range sum; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 732 OUT71 |
Algorithms - Reverse words & Hamming distance
1 passed |
100.0% |
IN8 736 OUT173 | |
| ✓ | ReverseWordsCodeGenCode-gen: model implements reverse-words + Hamming; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 736 OUT173 |
Algorithms - Rod cutting
1 passed |
100.0% |
IN8 766 OUT262 | |
| ✓ | RodCuttingCodeGenCode-gen: model implements rod cutting; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 766 OUT262 |
Algorithms - Roman numeral to integer
1 passed |
100.0% |
IN8 755 OUT245 | |
| ✓ | RomanToIntCodeGenCode-gen: model implements Roman-to-int; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 755 OUT245 |
Algorithms - Rotate array right by k
1 passed |
100.0% |
IN8 759 OUT187 | |
| ✓ | RotateArrayCodeGenCode-gen: model implements right rotation; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 759 OUT187 |
Algorithms - Rotate grid 90 CW (discriminator)
1 failed |
0.0% |
IN8 762 OUT202 | |
| × | RotateMatrixCodeGenCode-gen: model implements 90-degree CW rotation; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationcategory:GameDevlevel:Hardsource:Ai4Users Rotate90 threw: String index 6 is out of range. The string has 6 character(s). |
Failed | IN8 762 OUT202 |
Algorithms - RPN evaluator
1 passed |
100.0% |
IN8 764 OUT346 | |
| ✓ | RpnCodeGenCode-gen: model implements an RPN evaluator; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 764 OUT346 |
Algorithms - Run-length compression (if shorter)
1 passed |
100.0% |
IN8 736 OUT154 | |
| ✓ | StringCompressCodeGenCode-gen: model implements string compression; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 736 OUT154 |
Algorithms - Run-length encoding (encode/decode)
1 passed |
100.0% |
IN8 782 OUT289 | |
| ✓ | RunLengthCodeGenCode-gen: model implements RLE encode+decode; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 782 OUT289 |
Algorithms - Semantic versioning (compare + bump)
1 passed |
100.0% |
IN8 812 OUT433 | |
| ✓ | SemVerCodeGenCode-gen: model implements semver compare + bump; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:InstructionFollowinglevel:Easysource:Ai4Users |
Passed | IN8 812 OUT433 |
Algorithms - Single-pile Nim (optimal play)
1 passed |
100.0% |
IN8 744 OUT62 | |
| ✓ | NimCodeGenCode-gen: model implements optimal Nim; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationcategory:Reasoninglevel:Mediumsource:Ai4Users |
Passed | IN8 744 OUT62 |
Algorithms - Sliding window maximum
1 passed |
100.0% |
IN8 736 OUT423 | |
| ✓ | SlidingWindowMaxCodeGenCode-gen: model implements sliding window maximum; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 736 OUT423 |
Algorithms - Spiral matrix traversal
1 passed |
100.0% |
IN8 745 OUT394 | |
| ✓ | SpiralMatrixCodeGenCode-gen: model implements spiral traversal; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 745 OUT394 |
Algorithms - Square matrix multiply
1 passed |
100.0% |
IN17 758 OUT470 | |
| ✓ | MatMulCodeGenCode-gen: model implements square matrix multiply; graded vs exact oracle.2 AI queries
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN17 758 OUT470 |
Algorithms - Strongly connected components
1 passed |
100.0% |
IN8 748 OUT1 018 | |
| ✓ | SccCountCodeGenCode-gen: model implements SCC count; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:VeryHardsource:Ai4Users |
Passed | IN8 748 OUT1 018 |
Algorithms - Subset sum reachability
1 passed |
100.0% |
IN8 721 OUT262 | |
| ✓ | SubsetSumCodeGenCode-gen: model implements subset-sum reachability; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Mediumsource:Ai4Users |
Passed | IN8 721 OUT262 |
Algorithms - Substring search (KMP)
1 passed |
100.0% |
IN8 743 OUT321 | |
| ✓ | KmpCodeGenCode-gen: model implements KMP search; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 743 OUT321 |
Algorithms - Sum of digits & digital root
1 passed |
100.0% |
IN8 722 OUT113 | |
| ✓ | 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 722 OUT113 |
Algorithms - Temperature conversion
1 passed |
100.0% |
IN8 733 OUT55 | |
| ✓ | TemperatureCodeGenCode-gen: model implements temperature conversion; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 733 OUT55 |
Algorithms - Topological sort (lexicographically smallest)
1 passed |
100.0% |
IN8 774 OUT578 | |
| ✓ | TopoCodeGenCode-gen: model implements lexicographically-smallest topological sort.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 774 OUT578 |
Algorithms - Trailing zeros of factorial
1 passed |
100.0% |
IN8 734 OUT68 | |
| ✓ | TrailingZerosCodeGenCode-gen: model implements trailing zeros; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 734 OUT68 |
Algorithms - Trapping rain water
1 passed |
100.0% |
IN8 733 OUT347 | |
| ✓ | TrappingRainCodeGenCode-gen: model implements trapping rain water; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 733 OUT347 |
Algorithms - Two-sum indices
1 passed |
100.0% |
IN8 740 OUT170 | |
| ✓ | TwoSumCodeGenCode-gen: model implements two-sum; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 740 OUT170 |
Algorithms - Unique grid paths
1 passed |
100.0% |
IN8 715 OUT166 | |
| ✓ | UniquePathsCodeGenCode-gen: model implements unique paths; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 715 OUT166 |
Algorithms - Valid Sudoku unit
1 passed |
100.0% |
IN8 720 OUT88 | |
| ✓ | SudokuUnitCodeGenCode-gen: model implements Sudoku unit validation; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Easysource:Ai4Users |
Passed | IN8 720 OUT88 |
Algorithms - Wildcard string matching
1 passed |
100.0% |
IN8 738 OUT481 | |
| ✓ | WildcardMatchCodeGenCode-gen: model implements wildcard match; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 738 OUT481 |
Algorithms - Z-function
1 passed |
100.0% |
IN8 739 OUT296 | |
| ✓ | ZFunctionCodeGenCode-gen: model implements the Z-function; graded vs exact oracle.1 AI query
0 tool callscategory:Algorithmscategory:CodeGenerationlevel:Hardsource:Ai4Users |
Passed | IN8 739 OUT296 |
Database - Conditional aggregation pivot
1 passed |
100.0% |
IN947 OUT63 | |
| ✓ | PivotCountsCodeGenCode-gen: model writes the pivot query; compared to the oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Databaselevel:Mediumsource:Ai4Users |
Passed | IN947 OUT63 |
Database - Count distinct opponents
1 passed |
100.0% |
IN927 OUT19 | |
| ✓ | DistinctCountCodeGenCode-gen: model writes the COUNT(DISTINCT) query; compared to the oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Databaselevel:Easysource:Ai4Users |
Passed | IN927 OUT19 |
Database - Date-range filter (BETWEEN)
1 passed |
100.0% |
IN957 OUT40 | |
| ✓ | DateRangeCodeGenCode-gen: model writes the date-range query; compared to the oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Databaselevel:Mediumsource:Ai4Users |
Passed | IN957 OUT40 |
Database - EXISTS subquery (teams with matches)
1 passed |
100.0% |
IN934 OUT27 | |
| ✓ | ExistsSubqueryCodeGenCode-gen: model writes the EXISTS query; compared to the oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Databaselevel:Mediumsource:Ai4Users |
Passed | IN934 OUT27 |
Database - JOIN player totals (two tables)
1 passed |
100.0% |
IN956 OUT40 | |
| ✓ | 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 | IN956 OUT40 |
Database - LEFT JOIN anti-join (no items)
1 passed |
100.0% |
IN930 OUT27 | |
| ✓ | LeftJoinNullsCodeGenCode-gen: model writes the anti-join query; compared to the oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Databaselevel:Mediumsource:Ai4Users |
Passed | IN930 OUT27 |
Database - Player stats SQL (multi-aggregate, QueryJson)
1 passed |
100.0% |
IN960 OUT34 | |
| ✓ | 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 | IN960 OUT34 |
Database - Players above average score (subquery)
1 passed |
100.0% |
IN925 OUT26 | |
| ✓ | AboveAverageCodeGenCode-gen: model writes an above-average query; graded via QueryJson vs oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Databaselevel:Mediumsource:Ai4Users |
Passed | IN925 OUT26 |
Database - Players who never played (anti-join)
1 passed |
100.0% |
IN922 OUT21 | |
| ✓ | NeverPlayedCodeGenCode-gen: model writes an anti-join query; graded via QueryJson vs oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Databaselevel:Mediumsource:Ai4Users |
Passed | IN922 OUT21 |
Database - RANK window function
1 passed |
100.0% |
IN1 962 OUT36 | |
| ✓ | WindowRankCodeGenCode-gen: model writes the RANK() query; compared to the oracle.2 AI queries
0 tool callscategory:CodeGenerationcategory:Databaselevel:Hardsource:Ai4Users |
Passed | IN1 962 OUT36 |
Database - Running total (window function)
1 passed |
100.0% |
IN2 210 OUT301 | |
| ✓ | RunningTotalCodeGenCode-gen: model writes the window running-total query; compared to the oracle.2 AI queries
0 tool callscategory:CodeGenerationcategory:Databaselevel:Hardsource:Ai4Users |
Passed | IN2 210 OUT301 |
Database - Scoreboard SQL (players with >1 win, HAVING)
1 passed |
100.0% |
IN956 OUT32 | |
| ✓ | 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 | IN956 OUT32 |
Database - Scoreboard SQL (top scorers query)
1 passed |
100.0% |
IN957 OUT25 | |
| ✓ | 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 | IN957 OUT25 |
Database - Self-join same-team pairs
1 passed |
100.0% |
IN940 OUT44 | |
| ✓ | SelfJoinCodeGenCode-gen: model writes the self-join query; compared to the oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Databaselevel:Mediumsource:Ai4Users |
Passed | IN940 OUT44 |
Database - Top scorer per region
1 passed |
100.0% |
IN942 OUT41 | |
| ✓ | TopPerGroupCodeGenCode-gen: model writes the per-group top query; compared to the oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Databaselevel:Hardsource:Ai4Users |
Passed | IN942 OUT41 |
Database - UPDATE restock (SQL write)
1 passed |
100.0% |
IN934 OUT16 | |
| ✓ | 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 | IN934 OUT16 |
Database - Upsert with max merge
1 passed |
100.0% |
IN950 OUT37 | |
| ✓ | 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 | IN950 OUT37 |
SDLC - Acceptance criteria check
1 passed |
100.0% |
IN8 763 OUT546 | |
| ✓ | SdlcAcceptanceCodeGenCode-gen: model implements acceptance-criteria check; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Mediumsource:Ai4Users |
Passed | IN8 763 OUT546 |
SDLC - Breaking API change detection
1 passed |
100.0% |
IN8 760 OUT360 | |
| ✓ | SdlcApiBreakingCodeGenCode-gen: model implements API-breaking detection; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Mediumsource:Ai4Users |
Passed | IN8 760 OUT360 |
SDLC - Condense without losing facts
1 passed |
100.0% |
IN1 048 OUT49 | |
| ✓ | NoInfoLossCodeGenRedaction test: model condenses keeping facts; checker + self-review loop.1 AI query
0 tool callscategory:ContextProcessingcategory:InstructionFollowinglevel:Mediumsource:Ai4Users |
Passed | IN1 048 OUT49 |
SDLC - Config merge with override
1 passed |
100.0% |
IN8 754 OUT327 | |
| ✓ | ConfigMergeCodeGenCode-gen: model implements config merge; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Mediumsource:Ai4Users |
Passed | IN8 754 OUT327 |
SDLC - Extract fields into fixed template
1 passed |
100.0% |
IN1 004 OUT22 | |
| ✓ | FieldExtractCodeGenRedaction test: model extracts fields into the template; checker + self-review loop.1 AI query
0 tool callscategory:ContextProcessingcategory:InstructionFollowinglevel:Mediumsource:Ai4Users |
Passed | IN1 004 OUT22 |
SDLC - Locate conflicting requirement pair
1 passed |
100.0% |
IN8 816 OUT716 | |
| ✓ | SdlcConstraintConflictCodeGenCode-gen: model locates the conflicting requirement pair; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN8 816 OUT716 |
SDLC - Locate redundant requirement
1 passed |
100.0% |
IN31 019 OUT4 217 | |
| ✓ | SdlcRedundantRequirementCodeGenCode-gen: model locates a redundant requirement; graded vs exact oracle.3 AI queries
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN31 019 OUT4 217 |
SDLC - Mask PII to placeholder
1 passed |
100.0% |
IN972 OUT42 | |
| ✓ | MaskPiiCodeGenRedaction test: model masks PII to a placeholder; checker + self-review loop.1 AI query
0 tool callscategory:ContextProcessingcategory:InstructionFollowinglevel:Mediumsource:Ai4Users |
Passed | IN972 OUT42 |
SDLC - Modules on a dependency cycle
1 passed |
100.0% |
IN8 766 OUT868 | |
| ✓ | DependencyCycleModulesCodeGenCode-gen: model implements dependency-cycle detection; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Hardsource:Ai4Users |
Passed | IN8 766 OUT868 |
SDLC - Remove duplicate requirements
1 passed |
100.0% |
IN945 OUT10 | |
| ✓ | DeduplicateCodeGenRedaction test: model removes duplicate requirements; checker + self-review loop.1 AI query
0 tool callscategory:ContextProcessingcategory:InstructionFollowinglevel:Mediumsource:Ai4Users |
Passed | IN945 OUT10 |
SDLC - Renumber requirements sequentially
1 passed |
100.0% |
IN1 012 OUT42 | |
| ✓ | RenumberCodeGenRedaction test: model renumbers sequentially; checker + self-review loop.1 AI query
0 tool callscategory:ContextProcessingcategory:InstructionFollowinglevel:Mediumsource:Ai4Users |
Passed | IN1 012 OUT42 |
SDLC - Reorganize notes into section template
1 passed |
100.0% |
IN1 126 OUT94 | |
| ✓ | RewriteSectionsCodeGenRedaction test: model reorganizes the notes; deterministic checker + self-review loop.1 AI query
0 tool callscategory:ContextProcessingcategory:InstructionFollowinglevel:Mediumsource:Ai4Users |
Passed | IN1 126 OUT94 |
SDLC - Required semver bump from changelog
1 passed |
100.0% |
IN8 759 OUT223 | |
| ✓ | SemverBumpCodeGenCode-gen: model implements the semver-bump rule; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Easysource:Ai4Users |
Passed | IN8 759 OUT223 |
SDLC - Requirement-to-test traceability
1 passed |
100.0% |
IN8 781 OUT222 | |
| ✓ | SdlcTraceabilityCodeGenCode-gen: model implements traceability gap; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Mediumsource:Ai4Users |
Passed | IN8 781 OUT222 |
SDLC - Requirements completeness (spec coverage gap)
1 passed |
100.0% |
IN8 776 OUT361 | |
| ✓ | SdlcSpecCoverageCodeGenCode-gen: model implements spec-gap detection; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Mediumsource:Ai4Users |
Passed | IN8 776 OUT361 |
SDLC - Requirements consistency (contradiction detection)
1 passed |
100.0% |
IN8 761 OUT700 | |
| ✓ | ConsistencyCodeGenCode-gen: model implements requirements-consistency checking; graded vs oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Mediumsource:Ai4Users |
Passed | IN8 761 OUT700 |
SDLC - Reshape prose into JSON template
1 passed |
100.0% |
IN1 014 OUT28 | |
| ✓ | JsonShapeCodeGenRedaction test: model reshapes prose into JSON; checker + self-review loop.1 AI query
0 tool callscategory:ContextProcessingcategory:InstructionFollowinglevel:Mediumsource:Ai4Users |
Passed | IN1 014 OUT28 |
SDLC - Reshape rows into Markdown table
1 passed |
100.0% |
IN968 OUT31 | |
| ✓ | TableFormatCodeGenRedaction test: model builds a Markdown table; checker + self-review loop.1 AI query
0 tool callscategory:ContextProcessingcategory:InstructionFollowinglevel:Mediumsource:Ai4Users |
Passed | IN968 OUT31 |
SDLC - Rewrite in imperative requirement style
1 passed |
100.0% |
IN991 OUT56 | |
| ✓ | StyleRewriteCodeGenRedaction test: model rewrites notes in imperative style; checker + self-review loop.1 AI query
0 tool callscategory:InstructionFollowinglevel:Mediumsource:Ai4Users |
Passed | IN991 OUT56 |
SDLC - Roll up estimates over task tree
1 passed |
100.0% |
IN8 772 OUT286 | |
| ✓ | 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 772 OUT286 |
SDLC - State-machine reachability
1 passed |
100.0% |
IN8 758 OUT332 | |
| ✓ | SdlcStateReachableCodeGenCode-gen: model implements state reachability; graded vs exact oracle.1 AI query
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Mediumsource:Ai4Users |
Passed | IN8 758 OUT332 |
SDLC - Ticket priority sort
1 passed |
100.0% |
IN17 895 OUT647 | |
| ✓ | SdlcPrioritySortCodeGenCode-gen: model implements priority sort; graded vs exact oracle.2 AI queries
0 tool callscategory:CodeGenerationcategory:Reasoninglevel:Mediumsource:Ai4Users |
Passed | IN17 895 OUT647 |
SDLC - Unify glossary term consistency
1 passed |
100.0% |
IN972 OUT38 | |
| ✓ | GlossaryCodeGenRedaction test: model unifies synonyms to the canonical term; checker + self-review loop.1 AI query
0 tool callscategory:ContextProcessingcategory:InstructionFollowinglevel:Mediumsource:Ai4Users |
Passed | IN972 OUT38 |