Model comparison
Grok 4 Fast vs Llama 3.1-70B
Grok 4 Fast is the stronger model overall, scoring 39.0 to 29.4 on the Noometry Index.
Last verified . 20 shared benchmarks.
Summary
- They share 20 benchmarks with published results for both. Grok 4 Fast scores higher in 9 categories and Llama 3.1-70B in 0 categories; 9 gaps are clear of the uncertainty.
- The widest gap is in long context, where Grok 4 Fast leads 63.2 to 37.6.
- The biggest single-benchmark swing is WeirdML: 42.9% for Grok 4 Fast and 9% for Llama 3.1-70B.
- Llama 3.1-70B has downloadable open weights; the other is API-only.
Side by side
| Grok 4 Fast | Llama 3.1-70B | |
|---|---|---|
| Provider | xAI | Meta |
| Noometry Index | 39.0 | 29.4 |
| Released | 2025-09-19 | 2024-07-23 |
| Weights | Proprietary | Open |
| Context window | — | 128K |
| Max output | — | 4K |
| Input $ / M tokens | — | $0.40 |
| Output $ / M tokens | — | $0.40 |
| Results tracked | 30 | 35 |
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Category by category
Coding Grok 4 Fast leads
Grok 4 Fast: 32.3 (#264), Llama 3.1-70B: 29.8 (#292)
| Benchmark | Grok 4 Fast | Llama 3.1-70B |
|---|---|---|
| WeirdML | 42.9% | 9% |
| LMArena Coding | 1429 | 1260 |
| LMArena WebDev | 1160 | — |
| BigCodeBench Instruct | — | 46.1% |
| BigCodeBench Complete | — | 54.8% |
Agentic & Tool Use Grok 4 Fast leads
Grok 4 Fast: 29.3 (#80), Llama 3.1-70B: 24.9 (#104)
| Benchmark | Grok 4 Fast | Llama 3.1-70B |
|---|---|---|
| TheAgentCompany | — | 6.9% |
| τ²-bench Banking | 15.7% | — |
| Cybench | 30% | — |
| BALROG | — | 27.9% |
| LMArena Search | 1171 | — |
Reasoning Grok 4 Fast leads
Grok 4 Fast: 22.5 (#179), Llama 3.1-70B: 20.8 (#215)
| Benchmark | Grok 4 Fast | Llama 3.1-70B |
|---|---|---|
| LMArena Hard Prompts | 1413 | 1241 |
| DTBench | 82.7% | 60% |
| Epoch Capabilities Index | 144.21 | 125.91 |
| ARC-AGI-2 | 5.3% | — |
| Kagi LLM Benchmark | 66.1% | — |
| ARC-AGI-1 | 48.5% | — |
| LMCA | — | 14.8% |
| ForecastBench | 60.5 | — |
Math Grok 4 Fast leads
Grok 4 Fast: 36.1 (#126), Llama 3.1-70B: 12.7 (#298)
| Benchmark | Grok 4 Fast | Llama 3.1-70B |
|---|---|---|
| LMArena Math | 1419 | 1252 |
| OTIS Mock AIME 2024-2025 | — | 3.6% |
| Omni-MATH | — | 21% |
| MATH Level 5 | — | 36.7% |
Knowledge Grok 4 Fast leads
Grok 4 Fast: 31.5 (#211), Llama 3.1-70B: 24.1 (#264)
| Benchmark | Grok 4 Fast | Llama 3.1-70B |
|---|---|---|
| LMArena Expert | 1411 | 1209 |
| GPQA Diamond | — | 44.2% |
| MMLU-Pro | — | 65.3% |
| Vectara Hallucination Rate | 19.7% | — |
| GPQA (HELM) | — | 42.6% |
| MMLU | — | 80.1% |
Multilingual Grok 4 Fast leads
Grok 4 Fast: 51.5 (#106), Llama 3.1-70B: 38.9 (#220)
| Benchmark | Grok 4 Fast | Llama 3.1-70B |
|---|---|---|
| LMArena Non-English | 1397 | 1219 |
| LMArena Chinese | 1458 | 1215 |
| LMArena French | 1433 | 1260 |
| LMArena German | 1383 | 1222 |
| LMArena Japanese | 1358 | 1132 |
| LMArena Korean | 1359 | 1140 |
| LMArena Russian | 1387 | 1234 |
| LMArena Spanish | 1414 | 1253 |
Instruction Following Grok 4 Fast leads
Grok 4 Fast: 73.4 (#116), Llama 3.1-70B: 65.5 (#218)
| Benchmark | Grok 4 Fast | Llama 3.1-70B |
|---|---|---|
| LMArena Instruction Following | 1388 | 1231 |
| IFEval | — | 82.1% |
Long Context Grok 4 Fast leads
Grok 4 Fast: 63.2 (#3), Llama 3.1-70B: 37.6 (#208)
| Benchmark | Grok 4 Fast | Llama 3.1-70B |
|---|---|---|
| LMArena Longer Query | 1415 | 1241 |
| Fiction.LiveBench | 94.4% | — |
Writing & Preference Grok 4 Fast leads
Grok 4 Fast: 60.2 (#96), Llama 3.1-70B: 35.6 (#262)
| Benchmark | Grok 4 Fast | Llama 3.1-70B |
|---|---|---|
| LMArena Text | 1407 | 1261 |
| LMArena Creative Writing | 1388 | 1232 |
| LMArena Multi-Turn | 1414 | 1256 |
| EQ-Bench Creative Writing | — | 784 |
| WildBench | — | 75.8% |
Frequently asked questions
Is Grok 4 Fast better than Llama 3.1-70B?
Grok 4 Fast is the stronger model overall, scoring 39.0 to 29.4 on the Noometry Index.
Is Grok 4 Fast or Llama 3.1-70B better for coding?
Grok 4 Fast scores higher on coding benchmarks: 32.3 versus 29.8 in the Noometry coding category.
How many benchmarks do Grok 4 Fast and Llama 3.1-70B share?
20 benchmarks have published results for both models. Grok 4 Fast has 30 scored results on Noometry and Llama 3.1-70B has 35.