Model comparison
Gemma 7B vs Ministral 3B
Gemma 7B is the stronger model overall, scoring 30.0 to 26.2 on the Noometry Index.
Last verified . 1 shared benchmarks.
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Mistral AISummary
- They share 1 benchmark with published results for both. Gemma 7B scores higher in 3 categories and Ministral 3B in 0 categories; 3 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Gemma 7B leads 27.3 to 10.4.
Side by side
| Gemma 7B | Ministral 3B | |
|---|---|---|
| Provider | Mistral AI | |
| Noometry Index | 30.0 | 26.2 |
| Released | 2024-02-21 | 2024-10-01 |
| Weights | Open | Open |
| Context window | — | 131K |
| Max output | — | 262K |
| Input $ / M tokens | — | $0.10 |
| Output $ / M tokens | — | $0.10 |
| Results tracked | 27 | 6 |
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Category by category
Coding Not comparable
Gemma 7B: 30.5 (#294), Ministral 3B: —
| Benchmark | Gemma 7B | Ministral 3B |
|---|---|---|
| LMArena Coding | 1048 | — |
| HumanEval+ | 28.7% | — |
| MBPP+ | 43.4% | — |
Reasoning Gemma 7B leads
Gemma 7B: 19.9 (#249), Ministral 3B: 18.4 (#282)
| Benchmark | Gemma 7B | Ministral 3B |
|---|---|---|
| Epoch Capabilities Index | 111.99 | 118.1 |
| LMArena Hard Prompts | 1042 | — |
| DTBench | — | 51.7% |
| LMCA | — | 5.5% |
| Adversarial NLI | 48.7% | — |
| BIG-Bench Hard | 55.1% | — |
| HellaSwag | 82.2% | — |
| PIQA | 81.2% | — |
| WinoGrande | 79% | — |
Math Gemma 7B leads
Gemma 7B: 31.2 (#228), Ministral 3B: 26.6 (#258)
| Benchmark | Gemma 7B | Ministral 3B |
|---|---|---|
| LMArena Math | 1066 | — |
| MATH Level 5 | — | 14.4% |
| GSM8K | 46.4% | — |
Knowledge Gemma 7B leads
Gemma 7B: 27.3 (#252), Ministral 3B: 10.4 (#302)
| Benchmark | Gemma 7B | Ministral 3B |
|---|---|---|
| GPQA Diamond | — | 25.3% |
| Vectara Hallucination Rate | — | 7.3% |
| LMArena Expert | 1001 | — |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 83.2% | — |
| MMLU | 66.1% | — |
| OpenBookQA | 78.6% | — |
| TriviaQA | 72.3% | — |
Multilingual Not comparable
Gemma 7B: 25.1 (#287), Ministral 3B: —
| Benchmark | Gemma 7B | Ministral 3B |
|---|---|---|
| LMArena Non-English | 999 | — |
| LMArena Chinese | 1035 | — |
| LMArena French | 1025 | — |
| LMArena Russian | 993 | — |
Instruction Following Not comparable
Gemma 7B: 51.5 (#295), Ministral 3B: —
| Benchmark | Gemma 7B | Ministral 3B |
|---|---|---|
| LMArena Instruction Following | 1017 | — |
Long Context Not comparable
Gemma 7B: 31.1 (#282), Ministral 3B: —
| Benchmark | Gemma 7B | Ministral 3B |
|---|---|---|
| LMArena Longer Query | 1022 | — |
Writing & Preference Not comparable
Gemma 7B: 27.1 (#302), Ministral 3B: —
| Benchmark | Gemma 7B | Ministral 3B |
|---|---|---|
| LMArena Text | 1056 | — |
| LMArena Creative Writing | 1024 | — |
| LMArena Multi-Turn | 963 | — |
Frequently asked questions
Is Gemma 7B better than Ministral 3B?
Gemma 7B is the stronger model overall, scoring 30.0 to 26.2 on the Noometry Index.
How many benchmarks do Gemma 7B and Ministral 3B share?
1 benchmark has published results for both models. Gemma 7B has 27 scored results on Noometry and Ministral 3B has 6.