Benchmark category
Reasoning evaluations, model coverage and rankings. Each benchmark keeps its original scale and methodology.
Data as of 2026-08-17
Select a benchmark to inspect model results, evidence fields and scoring direction.
Benchmark | Family | Modality | Metric | Coverage | Coverage tier | Evidence | Score eligible |
|---|
| BenchmarkGPQA | FamilyGPQA | Modalitytext | MetricScore | Coverage239 | Coverage tierfeatured | EvidenceC | Score eligibleYes |
| BenchmarkMMLU-Pro | FamilyMMLU-Pro | Modalitytext | MetricScore | Coverage134 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkAIME 2025 | FamilyAIME 2025 | Modalitytext | MetricScore | Coverage115 | Coverage tierfeatured | EvidenceC | Score eligibleYes |
| BenchmarkSWE-Bench Verified | FamilySWE-Bench Verified | Modalitytext | MetricScore | Coverage111 | Coverage tierfeatured | EvidenceC | Score eligibleYes |
| BenchmarkMMLU | FamilyMMLU | Modalitytext | MetricScore | Coverage101 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkHumanity's Last Exam | FamilyHumanity's Last Exam | Modalitymultimodal | MetricScore | Coverage99 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkLiveCodeBench | FamilyLiveCodeBench | Modalitytext | MetricScore | Coverage75 | Coverage tierfeatured | EvidenceC | Score eligibleYes |
| BenchmarkMATH | FamilyMATH | Modalitytext | MetricScore | Coverage71 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkMMMU-Pro | FamilyMMMU-Pro | Modalitymultimodal | MetricScore | Coverage68 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkHumanEval | FamilyHumanEval | Modalitytext | MetricScore | Coverage66 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkMMMU | FamilyMMMU | Modalitymultimodal | MetricScore | Coverage63 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkBrowseComp | FamilyBrowseComp | Modalitytext | MetricScore | Coverage62 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkLiveCodeBench v6 | FamilyLiveCodeBench v6 | Modalitytext | MetricScore | Coverage56 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkAIME 2024 | FamilyAIME 2024 | Modalitytext | MetricScore | Coverage53 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkCharXiv-R | FamilyCharXiv-R | Modalitymultimodal | MetricScore | Coverage51 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkTerminal-Bench 2.0 | FamilyTerminal-Bench 2.0 | Modalitytext | MetricScore | Coverage51 | Coverage tierfeatured | EvidenceC | Score eligibleYes |
| BenchmarkSWE-Bench Pro | FamilySWE-Bench Pro | Modalitytext | MetricScore | Coverage50 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkMMMLU | FamilyMMMLU | Modalitytext | MetricScore | Coverage49 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkGSM8k | FamilyGSM8k | Modalitytext | MetricScore | Coverage48 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkMMLU-Redux | FamilyMMLU-Redux | Modalitytext | MetricScore | Coverage48 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkSimpleQA | FamilySimpleQA | Modalitytext | MetricScore | Coverage47 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkLiveBench | FamilyLiveBench | Modalitytext | MetricScore | Coverage38 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkSWE-bench Multilingual | FamilySWE-bench Multilingual | Modalitytext | MetricScore | Coverage38 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkToolathlon | FamilyToolathlon | Modalitytext | MetricScore | Coverage37 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkTau2 Telecom | FamilyTau2 Telecom | Modalitytext | MetricScore | Coverage35 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkARC-C | FamilyARC-C | Modalitytext | MetricScore | Coverage34 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkSuperGPQA | FamilySuperGPQA | Modalitytext | MetricScore | Coverage34 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkAI2D | FamilyAI2D | Modalitymultimodal | MetricScore | Coverage33 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkMBPP | FamilyMBPP | Modalitytext | MetricPass@1 | Coverage33 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkMCP Atlas | FamilyMCP Atlas | Modalitytext | MetricScore | Coverage33 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkMATH-500 | FamilyMATH-500 | Modalitytext | MetricScore | Coverage32 | Coverage tierfeatured | EvidenceC | Score eligibleYes |
| BenchmarkMMLU-ProX | FamilyMMLU-ProX | Modalitytext | MetricScore | Coverage32 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkMGSM | FamilyMGSM | Modalitytext | MetricScore | Coverage31 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkDROP | FamilyDROP | Modalitytext | MetricScore | Coverage30 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkMulti-Challenge | FamilyMulti-Challenge | Modalitytext | MetricScore | Coverage29 | Coverage tierfeatured | EvidenceC | Score eligibleYes |
| BenchmarkTerminal-Bench 2.1 | FamilyTerminal-Bench 2.1 | Modalitytext | MetricScore | Coverage28 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkHellaSwag | FamilyHellaSwag | Modalitytext | MetricScore | Coverage27 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkArena Hard | FamilyArena Hard | Modalitytext | MetricScore | Coverage26 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkChartQA | FamilyChartQA | Modalitymultimodal | MetricScore | Coverage26 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkFinance Agent v2 | FamilyFinance Agent v2 | Modalitytext | MetricScore | Coverage26 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkTau2 Retail | FamilyTau2 Retail | Modalitytext | MetricScore | Coverage26 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkVideoMMMU | FamilyVideoMMMU | Modalitymultimodal | MetricScore | Coverage26 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkTAU-bench Retail | FamilyTAU-bench Retail | Modalitytext | MetricScore | Coverage25 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkTerminal-Bench | FamilyTerminal-Bench | Modalitytext | MetricScore | Coverage25 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkERQA | FamilyERQA | Modalitymultimodal | MetricScore | Coverage24 | Coverage tierfeatured | EvidenceC | Score eligibleYes |
| BenchmarkMMStar | FamilyMMStar | Modalitymultimodal | MetricScore | Coverage24 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkMRCR v2 (8-needle) | FamilyMRCR v2 (8-needle) | Modalitytext | MetricScore | Coverage23 | Coverage tierfeatured | EvidenceC | Score eligibleYes |
| BenchmarkMulti-IF | FamilyMulti-IF | Modalitytext | MetricScore | Coverage23 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkPolyMATH | FamilyPolyMATH | Modalitymultimodal | MetricScore | Coverage23 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| Benchmarkt2-bench | Familyt2-bench | Modalitytext | MetricScore | Coverage23 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkTAU-bench Airline | FamilyTAU-bench Airline | Modalitytext | MetricScore | Coverage23 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkTau2 Airline | FamilyTau2 Airline | Modalitytext | MetricScore | Coverage23 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkWinogrande | FamilyWinogrande | Modalitytext | MetricScore | Coverage22 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkAIME 2026 | FamilyAIME 2026 | Modalitytext | MetricScore | Coverage21 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkBIG-Bench Hard | FamilyBIG-Bench Hard | Modalitytext | MetricScore | Coverage21 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkSciCode | FamilySciCode | Modalitytext | MetricScore | Coverage21 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkIMO-AnswerBench | FamilyIMO-AnswerBench | Modalitytext | MetricScore | Coverage20 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkMMBench-V1.1 | FamilyMMBench-V1.1 | Modalitymultimodal | MetricScore | Coverage20 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkBFCL-v3 | FamilyBFCL-v3 | Modalitytext | MetricScore | Coverage19 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkAA-LCR | FamilyAA-LCR | Modalitytext | MetricScore | Coverage18 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkC-Eval | FamilyC-Eval | Modalitytext | MetricScore | Coverage18 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkHallusion Bench | FamilyHallusion Bench | Modalitymultimodal | MetricScore | Coverage18 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkOmniDocBench 1.5 | FamilyOmniDocBench 1.5 | Modalitymultimodal | MetricScore | Coverage18 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkTriviaQA | FamilyTriviaQA | Modalitytext | MetricScore | Coverage18 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkTruthfulQA | FamilyTruthfulQA | Modalitytext | MetricScore | Coverage18 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkARC-AGI v2 | FamilyARC-AGI v2 | Modalitymultimodal | MetricScore | Coverage17 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkCharXiv-D | FamilyCharXiv-D | Modalitymultimodal | MetricScore | Coverage17 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkCodeForces | FamilyCodeForces | Modalitytext | MetricNormalized rating | Coverage17 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkFrontierMath | FamilyFrontierMath | Modalitytext | MetricScore | Coverage17 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkLongBench v2 | FamilyLongBench v2 | Modalitytext | MetricScore | Coverage17 | Coverage tierfeatured | EvidenceC | Score eligibleYes |
| BenchmarkMVBench | FamilyMVBench | Modalitymultimodal | MetricScore | Coverage17 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkVideo-MME | FamilyVideo-MME | Modalitymultimodal | MetricScore | Coverage17 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkArena-Hard v2 | FamilyArena-Hard v2 | Modalitytext | MetricScore | Coverage16 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkFrontierCode 1.1 | FamilyFrontierCode 1.1 | Modalitytext | MetricScore | Coverage16 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkBLINK | FamilyBLINK | Modalitymultimodal | MetricScore | Coverage15 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkGlobal-MMLU-Lite | FamilyGlobal-MMLU-Lite | Modalitytext | MetricScore | Coverage15 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkLiveBench 20241125 | FamilyLiveBench 20241125 | Modalitytext | MetricScore | Coverage14 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkBrowseComp-zh | FamilyBrowseComp-zh | Modalitytext | MetricScore | Coverage13 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkFACTS Grounding | FamilyFACTS Grounding | Modalitytext | MetricScore | Coverage13 | Coverage tierfeatured | EvidenceC | Score eligibleYes |
| BenchmarkGlobal PIQA | FamilyGlobal PIQA | Modalitytext | MetricScore | Coverage13 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkHiddenMath | FamilyHiddenMath | Modalitytext | MetricScore | Coverage13 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkLegal Agent Benchmark | FamilyLegal Agent Benchmark | Modalitytext | MetricScore | Coverage13 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkMMMU (val) | FamilyMMMU (val) | Modalitymultimodal | MetricScore | Coverage13 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkAutomationBench | FamilyAutomationBench | Modalitytext | MetricScore | Coverage12 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkBBH | FamilyBBH | Modalitytext | MetricScore | Coverage12 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkHMMT Feb 26 | FamilyHMMT Feb 26 | Modalitytext | MetricScore | Coverage12 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkMedXpertQA | FamilyMedXpertQA | Modalitymultimodal | MetricScore | Coverage12 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkMT-Bench | FamilyMT-Bench | Modalitytext | MetricNormalized score | Coverage12 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkMuirBench | FamilyMuirBench | Modalitymultimodal | MetricScore | Coverage12 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkBFCL | FamilyBFCL | Modalitytext | MetricScore | Coverage11 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkBIG-Bench Extra Hard | FamilyBIG-Bench Extra Hard | Modalitytext | MetricScore | Coverage11 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkGraphwalks BFS <128k | FamilyGraphwalks BFS <128k | Modalitytext | MetricScore | Coverage11 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkGraphwalks BFS >128k | FamilyGraphwalks BFS >128k | Modalitytext | MetricScore | Coverage11 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkGraphwalks parents <128k | FamilyGraphwalks parents <128k | Modalitytext | MetricScore | Coverage11 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkPIQA | FamilyPIQA | Modalitytext | MetricScore | Coverage11 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkAgents' Last Exam | FamilyAgents' Last Exam | Modalitytext | MetricScore | Coverage10 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkAGIEval | FamilyAGIEval | Modalitytext | MetricScore | Coverage10 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkBabyVision | FamilyBabyVision | Modalitymultimodal | MetricScore | Coverage10 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkBoolQ | FamilyBoolQ | Modalitytext | MetricScore | Coverage10 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkCOLLIE | FamilyCOLLIE | Modalitytext | MetricScore | Coverage10 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkHumanEval+ | FamilyHumanEval+ | Modalitytext | MetricScore | Coverage10 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkVITA-Bench | FamilyVITA-Bench | Modalitytext | MetricScore | Coverage10 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
| BenchmarkWideSearch | FamilyWideSearch | Modalitytext | MetricScore | Coverage10 | Coverage tierfeatured | EvidenceB | Score eligibleYes |
Leading results from high-coverage benchmarks with at least two models.
How this category is assembled on llmboard.ai.
This page groups benchmarks whose primary or display category matches reasoning. It does not average incompatible metrics into a new category score.
Open an individual benchmark to inspect score direction, evidence level, participant count and model results.
Benchmarks are grouped by their primary and display categories.