Model comparison
Grok-3 mini vs Llama 4 Scout
Grok-3 mini is the stronger model overall, scoring 41.2 to 27.7 on the Noometry Index.
Last verified . 31 shared benchmarks.
Summary
- They share 31 benchmarks with published results for both. Grok-3 mini scores higher in 8 categories and Llama 4 Scout in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in math, where Grok-3 mini leads 42.1 to 19.6.
- The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 77.8% for Grok-3 mini and 7.8% for Llama 4 Scout.
- Llama 4 Scout has downloadable open weights; the other is API-only.
Side by side
| Grok-3 mini | Llama 4 Scout | |
|---|---|---|
| Provider | xAI | Meta |
| Noometry Index | 41.2 | 27.7 |
| Released | 2025-04-09 | 2025-04-05 |
| Weights | Proprietary | Open |
| Context window | — | 128K |
| Max output | — | 4K |
| Input $ / M tokens | — | $0.10 |
| Output $ / M tokens | — | $0.30 |
| Results tracked | 35 | 43 |
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Category by category
Coding Grok-3 mini leads
Grok-3 mini: 40.8 (#131), Llama 4 Scout: 20.2 (#339)
| Benchmark | Grok-3 mini | Llama 4 Scout |
|---|---|---|
| LMArena Coding | 1379 | 1286 |
| SWE-bench Verified (bash only) | — | 9.1% |
| Aider Polyglot | 49.3% | — |
| SciCode | — | 17% |
| WeirdML | 42.6% | — |
| BigCodeBench Complete | — | 43.1% |
Agentic & Tool Use Not comparable
Grok-3 mini: —, Llama 4 Scout: 24.6 (#119)
| Benchmark | Grok-3 mini | Llama 4 Scout |
|---|---|---|
| Berkeley Function Calling Leaderboard | — | 28.1% |
Reasoning Grok-3 mini leads
Grok-3 mini: 13.6 (#334), Llama 4 Scout: 9.1 (#345)
| Benchmark | Grok-3 mini | Llama 4 Scout |
|---|---|---|
| ARC-AGI-2 | 0.4% | 0% |
| Kagi LLM Benchmark | 61.3% | 36.9% |
| ARC-AGI-1 | 16.5% | 0.5% |
| LMArena Hard Prompts | 1375 | 1266 |
| Epoch Capabilities Index | 140.35 | 129.64 |
| CritPt | — | 0% |
| DTBench | — | 57.9% |
| LMCA | — | 12% |
| ForecastBench | — | 57.5 |
Math Grok-3 mini leads
Grok-3 mini: 42.1 (#85), Llama 4 Scout: 19.6 (#286)
| Benchmark | Grok-3 mini | Llama 4 Scout |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 77.8% | 7.8% |
| Omni-MATH | 31.8% | 37.3% |
| LMArena Math | 1386 | 1287 |
| MATH Level 5 | 90.9% | 62.3% |
| FrontierMath (Feb 2025 set) | 5.9% | 0% |
Knowledge Grok-3 mini leads
Grok-3 mini: 46.4 (#81), Llama 4 Scout: 31.9 (#217)
| Benchmark | Grok-3 mini | Llama 4 Scout |
|---|---|---|
| GPQA Diamond | 76.3% | 51.8% |
| MMLU-Pro | 79.9% | 74.2% |
| GPQA (HELM) | 67.5% | 50.7% |
| LMArena Expert | 1395 | 1235 |
| Confabulations | 10.8% | — |
| Vectara Hallucination Rate | — | 7.7% |
Multimodal Not comparable
Grok-3 mini: —, Llama 4 Scout: 32.2 (#102)
| Benchmark | Grok-3 mini | Llama 4 Scout |
|---|---|---|
| LMArena Vision | — | 1118 |
| SpatialViz-Bench | — | 34.2% |
Multilingual Grok-3 mini leads
Grok-3 mini: 48.1 (#145), Llama 4 Scout: 41.0 (#212)
| Benchmark | Grok-3 mini | Llama 4 Scout |
|---|---|---|
| LMArena Non-English | 1352 | 1252 |
| LMArena Chinese | 1387 | 1255 |
| LMArena French | 1357 | 1282 |
| LMArena German | 1349 | 1272 |
| LMArena Japanese | 1342 | 1206 |
| LMArena Korean | 1335 | 1207 |
| LMArena Russian | 1353 | 1263 |
| LMArena Spanish | 1381 | 1278 |
Instruction Following Grok-3 mini leads
Grok-3 mini: 78.5 (#9), Llama 4 Scout: 65.8 (#217)
| Benchmark | Grok-3 mini | Llama 4 Scout |
|---|---|---|
| IFEval | 95.1% | 81.8% |
| LMArena Instruction Following | 1357 | 1248 |
Long Context Grok-3 mini leads
Grok-3 mini: 41.0 (#147), Llama 4 Scout: 27.5 (#294)
| Benchmark | Grok-3 mini | Llama 4 Scout |
|---|---|---|
| Fiction.LiveBench | 66.7% | 36% |
| LMArena Longer Query | 1372 | 1265 |
Writing & Preference Grok-3 mini leads
Grok-3 mini: 52.5 (#169), Llama 4 Scout: 37.0 (#261)
| Benchmark | Grok-3 mini | Llama 4 Scout |
|---|---|---|
| LMArena Text | 1370 | 1279 |
| LMArena Creative Writing | 1342 | 1249 |
| WildBench | 65.1% | 78% |
| LMArena Multi-Turn | 1355 | 1280 |
| Short-Story Creative Writing | 73.5% | — |
| EQ-Bench Creative Writing | — | 783 |
Frequently asked questions
Is Grok-3 mini better than Llama 4 Scout?
Grok-3 mini is the stronger model overall, scoring 41.2 to 27.7 on the Noometry Index.
Is Grok-3 mini or Llama 4 Scout better for coding?
Grok-3 mini scores higher on coding benchmarks: 40.8 versus 20.2 in the Noometry coding category.
How many benchmarks do Grok-3 mini and Llama 4 Scout share?
31 benchmarks have published results for both models. Grok-3 mini has 35 scored results on Noometry and Llama 4 Scout has 43.