Model comparison
Gemma 7B vs Mistral
Gemma 7B and Mistral score almost the same on the Noometry Index (30.0 vs 29.9), so choose on price, context window or the category you care about most.
Last verified . 13 shared benchmarks.
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Mistral AISummary
- They share 13 benchmarks with published results for both. Gemma 7B scores higher in 2 categories and Mistral in 6 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Gemma 7B leads 27.3 to 16.6.
- Gemma 7B has downloadable open weights; the other is API-only.
Side by side
| Gemma 7B | Mistral | |
|---|---|---|
| Provider | Mistral AI | |
| Noometry Index | 30.0 | 29.9 |
| Released | 2024-02-21 | — |
| Weights | Open | Proprietary |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 27 | 22 |
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Category by category
Coding Mistral leads
Gemma 7B: 30.5 (#294), Mistral: 33.8 (#250)
| Benchmark | Gemma 7B | Mistral |
|---|---|---|
| LMArena Coding | 1048 | 1162 |
| HumanEval+ | 28.7% | — |
| MBPP+ | 43.4% | — |
Reasoning Mistral leads
Gemma 7B: 19.9 (#249), Mistral: 22.2 (#200)
| Benchmark | Gemma 7B | Mistral |
|---|---|---|
| LMArena Hard Prompts | 1042 | 1149 |
| Adversarial NLI | 48.7% | — |
| BIG-Bench Hard | 55.1% | — |
| Epoch Capabilities Index | 111.99 | — |
| HellaSwag | 82.2% | — |
| PIQA | 81.2% | — |
| WinoGrande | 79% | — |
Math Gemma 7B leads
Gemma 7B: 31.2 (#228), Mistral: 22.3 (#278)
| Benchmark | Gemma 7B | Mistral |
|---|---|---|
| LMArena Math | 1066 | 1180 |
| Omni-MATH | — | 7.2% |
| GSM8K | 46.4% | — |
Knowledge Gemma 7B leads
Gemma 7B: 27.3 (#252), Mistral: 16.6 (#288)
| Benchmark | Gemma 7B | Mistral |
|---|---|---|
| LMArena Expert | 1001 | 1125 |
| MMLU-Pro | — | 27.7% |
| GPQA (HELM) | — | 30.3% |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 83.2% | — |
| MMLU | 66.1% | — |
| OpenBookQA | 78.6% | — |
| TriviaQA | 72.3% | — |
Multilingual Mistral leads
Gemma 7B: 25.1 (#287), Mistral: 32.8 (#254)
| Benchmark | Gemma 7B | Mistral |
|---|---|---|
| LMArena Non-English | 999 | 1129 |
| LMArena Chinese | 1035 | 1109 |
| LMArena French | 1025 | 1180 |
| LMArena Russian | 993 | 1168 |
| LMArena German | — | 1155 |
| LMArena Japanese | — | 1013 |
| LMArena Korean | — | 1032 |
| LMArena Spanish | — | 1143 |
Instruction Following Mistral leads
Gemma 7B: 51.5 (#295), Mistral: 52.6 (#288)
| Benchmark | Gemma 7B | Mistral |
|---|---|---|
| LMArena Instruction Following | 1017 | 1152 |
| IFEval | — | 56.8% |
Long Context Mistral leads
Gemma 7B: 31.1 (#282), Mistral: 35.0 (#245)
| Benchmark | Gemma 7B | Mistral |
|---|---|---|
| LMArena Longer Query | 1022 | 1153 |
Writing & Preference Mistral leads
Gemma 7B: 27.1 (#302), Mistral: 37.0 (#260)
| Benchmark | Gemma 7B | Mistral |
|---|---|---|
| LMArena Text | 1056 | 1165 |
| LMArena Creative Writing | 1024 | 1158 |
| LMArena Multi-Turn | 963 | 1147 |
| WildBench | — | 66% |
Frequently asked questions
Is Gemma 7B better than Mistral?
Gemma 7B and Mistral score almost the same on the Noometry Index (30.0 vs 29.9), so choose on price, context window or the category you care about most.
Is Gemma 7B or Mistral better for coding?
Mistral scores higher on coding benchmarks: 33.8 versus 30.5 in the Noometry coding category.
How many benchmarks do Gemma 7B and Mistral share?
13 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and Mistral has 22.