- AIME'25 (cons@64; pass@1 = 77.3) 93.3
- AIME'24 (cons@64; pass@1 = 83.9) 93.3
- GPQA (Graduate-Level Google-Proof Q&A (Diamond)) (cons@64; pass@1 = 80.2) 84.6
- LCB (Code Generation: 10/1/2024 - 2/1/2025) (cons@64; pass@1 = 70.6)
- MMMU (Grok 3 Think; pass@1 = 76) 78
- MMLU-pro [Grok 3 Beta, non-reasoning table] 79.9
- LOFT (128k) [Grok 3 Beta, avg of 12 tasks] 83.3
- SimpleQA [Grok 3 Beta] 43.6
- EgoSchema [Grok 3 Beta] 74.5
- Chatbot Arena Score (early Grok 3 'chocolate') 1402
Grok 3
Grok 3 places in the top three on 5 benchmarks.
Grok 3
Closed weights Flagship
- Agents' Last Exam 4.61% #31 /31
- GPQA Diamond 75.8% #109 /229
- SimpleQA Verified 39.3% #23 /56
Where it ranks
Its best score on each benchmark, and where that ranks among every model with a score there. We rank each model once, at its best setting.
Knowledge and language
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| Vectara Hallucination Leaderboard (HHEM) | 2.10% | #26 of 148 | Official leaderboard | |
| IFEval | 88.4% | #12 of 60 | Official leaderboard | |
| Vectara Hallucination Leaderboard (2025 dataset) | 5.80% | #23 of 104 | Official leaderboard | |
| ECLeKTic | 29% | #8 of 35 | Official leaderboard | |
| LOFT | 83.3% | #2 of 8 | Lab model card | |
| LLM Confabulation Leaderboard | 14.2% | #17 of 58 | Official leaderboard | |
| FaithJudge | 15.3% | #11 of 37 | Official leaderboard | |
| SimpleQA | 43.6% | #18 of 60 | Lab model card | |
| MARS-Bench | 51.2% | #5 of 15 | Official leaderboard | |
| LMArena (Elo) | 1,411 | #118 of 335 | Official leaderboard | |
| SimpleQA Verified | 39.3% | #23 of 56 | Official leaderboard | |
| HUMAINE | 29 | #21 of 50 | Official leaderboard | |
| MMLU-Pro | 79.9% | #81 of 167 | Lab model card | |
| WritingBench | 71.7 | #24 of 45 | Official leaderboard | |
| EQ-Bench 3 | 1,165 | #46 of 78 | Official leaderboard | |
| Fiction.LiveBench | 58.3% | #35 of 57 | Fiction.live leaderboard, via Epoch AI | |
| FACTS Grounding | 75.7% | #21 of 34 | Official leaderboard | |
| Creative Writing v3 | 62.2 | #78 of 120 | Official leaderboard | |
| SnorkelSpatial | 12.7% | #24 of 27 | Official leaderboard | |
| Phare | 53.5% | #62 of 62 | Official leaderboard |
Math and science
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| AIME 2024 | 93.3% | #5 of 88 | Lab model card | |
| MATH Level 5 | 88.8% | #19 of 94 | Epoch AI run | |
| AIME 2025 | 93.3% | #31 of 143 | Lab model card | |
| Misguided Attention | 55.1% | #14 of 45 | Official leaderboard | |
| GPQA Main | 65% | #20 of 60 | Official leaderboard | |
| SnorkelGraph | 64% | #9 of 24 | Official leaderboard | |
| PolyMath | 35.2% | #16 of 38 | Official leaderboard | |
| GPQA Diamond | 75.8% | #109 of 229 | Epoch AI run | |
| USAMO 2025 | 4.76% | #5 of 10 | Official leaderboard | |
| IneqMath | 3.50% | #18 of 34 | Official leaderboard | |
| GSM8K Platinum Initial 268 | 98.9% | #11 of 19 | Official leaderboard | |
| MATH-500 | 89.8% | #23 of 38 | Official leaderboard | |
| PHYBench | 21.2% | #17 of 28 | Official leaderboard | |
| OTIS Mock AIME 2024-2025 | 55.6% | #132 of 212 | Epoch AI run | |
| SciArena | 989 | #22 of 34 | Official leaderboard | |
| SimpleBench | 36.1% | #78 of 106 | Official leaderboard | |
| SnorkelSequences | 39.2% | #20 of 25 | Official leaderboard | |
| FrontierMath | 3.79% | #46 of 55 | Official leaderboard | |
| FrontierMath Tier 4 | 0% | #48 of 55 | Epoch AI run | |
| ARC-AGI | 5.50% | #88 of 95 | Official leaderboard | |
| ARC-AGI-2 | 0% | #94 of 98 | Official leaderboard |
Coding
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| BigCodeBench-Hard | 33.1% | #7 of 96 | Official leaderboard | |
| Aider Polyglot | 53.3% | #19 of 46 | Official leaderboard | |
| WeirdML | 37.2% | #89 of 112 | Official leaderboard | |
| DesignArena Website | 1,052 | #124 of 151 | Official leaderboard | |
| DesignArena Code | 1,043 | #120 of 143 | Official leaderboard | |
| DesignArena UI Component | 1,028 | #117 of 139 | Official leaderboard | |
| DesignArena 3D Design | 1,032 | #116 of 136 | Official leaderboard | |
| DesignArena Game Dev | 1,016 | #123 of 143 | Official leaderboard | |
| DesignArena Data Visualization | 1,028 | #111 of 118 | Official leaderboard | |
| DesignArena SVG | 973 | #98 of 103 | Official leaderboard |
Agents and tools
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| Elimination Game | 5 | #15 of 56 | Official leaderboard | |
| TextQuests | 15.4 | #8 of 28 | Official leaderboard | |
| Berkeley Function Calling Leaderboard (BFCL) | 63.3% | #21 of 67 | Official leaderboard | |
| BALROG | 29.5% | #15 of 33 | Official leaderboard | |
| LisanBench | 739.0 | #62 of 133 | Official leaderboard | |
| LLM Chess | -137 | #86 of 123 | Official leaderboard | |
| Step Race | 1 | #43 of 59 | Official leaderboard | |
| SnorkelWordle | 71% | #14 of 19 | Official leaderboard |
Professional work
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| TaxEval v2 | 75.9% | #10 of 129 | Official leaderboard | |
| SnorkelUnderwrite | 78% | #6 of 27 | Official leaderboard | |
| HealthBench | 54.3% | #2 of 8 | Official leaderboard | |
| HealthBench Hard | 22.6% | #2 of 8 | Official leaderboard | |
| xbench-Marketing | 46.5 | #3 of 7 | Official leaderboard | |
| LegalBench | 82.6% | #67 of 138 | Official leaderboard | |
| CorpFin v2 | 59.7% | #72 of 119 | Official leaderboard | |
| Finance Reasoning (Snorkel) | 41.8% | #13 of 21 | Official leaderboard | |
| FinQA (Snorkel OpenEnv environment) | 65.9% | #14 of 22 | Official leaderboard | |
| SnorkelFinance | 65.9% | #14 of 22 | Official leaderboard | |
| Vals Finance Agent v1 | 24.1% | #30 of 47 | Official leaderboard | |
| xbench-Recruitment | 47.1 | #7 of 8 | Official leaderboard | |
| Agents' Last Exam | 4.61% | #31 of 31 | Official leaderboard |
Vision, audio and robotics
Safety and security
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| BaxBench | 33.9% | #13 of 34 | Official leaderboard | |
| Lakera B3 (Backbone Breaker Benchmark) | 53% | #21 of 35 | Official leaderboard | |
| Human Pathogen Capabilities Test v2 (HPCT v2) | 49.3% | #45 of 71 | Official leaderboard | |
| AIR-Bench 2024 | 51.3% | #65 of 82 | Official leaderboard | |
| Molecular Biology Capabilities Test | 41% | #72 of 90 | Official leaderboard | |
| SimpleSafetyTests | 96.8% | #60 of 75 | Official leaderboard | |
| HELM Safety | 85.5 | #63 of 75 | Official leaderboard | |
| KORA | 18% | #36 of 42 | Official leaderboard | |
| Anthropic Red Team | 95.5% | #69 of 75 | Official leaderboard | |
| Human Pathogen Capabilities Test | 33% | #80 of 86 | Official leaderboard |
Other
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| HELM Capabilities | 72.7 | #15 of 60 | Official leaderboard |
Its lab's numbers put it at 142.0, 4.5 points above its ECI
The Self-Reported Index fits one score to the 8 capability results xAI reported for this model, on the scale of the Epoch Capabilities Index. Labs choose which benchmarks to show and how to run them, so read it as the lab's claim, not an independent measurement. The 90% interval runs from 139.2 to 144.8. How we compute it.
Its lab's numbers next to 4 leaderboards
Where the benchmark's own leaderboard, or Epoch AI's run, also has this model. Gaps mostly come from different harnesses, effort levels and task subsets. Every pair.
| Benchmark | Lab says | Board says | Gap | What differs |
|---|---|---|---|---|
| GPQA Diamond | 84.6% GPQA (Graduate-Level Google-Proof Q&A (Diamond)) (cons@64; pass@1 = 80.2) | 75.8% Epoch AI run | +8.8 pts | |
| LMArena (Elo) | 1,402 Chatbot Arena Score (early Grok 3 'chocolate') | 1,411 Leaderboard | −9 | The lab quotes the early chocolate model snapshot, while the board rates the later Grok 3 Preview release with style controls. |
| MMLU-Pro | 79.9% MMLU-pro [Grok 3 Beta, non-reasoning table] | 79.9% Leaderboard | Same | |
| MMMU | 78% MMMU (Grok 3 Think; pass@1 = 76) | 78% Leaderboard | Same |
xAI's models over time
xAI's models in color, against every other model on the Epoch Capabilities Index, by release date.
Source: Epoch Capabilities Index, Epoch AI (CC BY 4.0)
Its launch post
The benchmarks the lab chose to headline, with the scores it gave.