Model comparison
Gemini 1.5 Pro (May 2024) vs Mistral 7B
Gemini 1.5 Pro (May 2024) is the stronger model overall, scoring 32.1 to 23.0 on the Noometry Index.
Last verified . 27 shared benchmarks.
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Mistral AISummary
- They share 27 benchmarks with published results for both. Gemini 1.5 Pro (May 2024) scores higher in 7 categories and Mistral 7B in 1 category; 7 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Gemini 1.5 Pro (May 2024) leads 29.4 to 7.4.
- The biggest single-benchmark swing is MATH Level 5: 70.4% for Gemini 1.5 Pro (May 2024) and 3.7% for Mistral 7B.
- Mistral 7B has downloadable open weights; the other is API-only.
Side by side
| Gemini 1.5 Pro (May 2024) | Mistral 7B | |
|---|---|---|
| Provider | Mistral AI | |
| Noometry Index | 32.1 | 23.0 |
| Released | 2024-02-15 | 2023-09-27 |
| Weights | Proprietary | Open |
| Context window | — | 8K |
| Max output | — | 8K |
| Input $ / M tokens | — | $0.25 |
| Output $ / M tokens | — | $0.25 |
| Results tracked | 45 | 37 |
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Category by category
Coding Gemini 1.5 Pro (May 2024) leads
Gemini 1.5 Pro (May 2024): 34.2 (#241), Mistral 7B: 26.4 (#326)
| Benchmark | Gemini 1.5 Pro (May 2024) | Mistral 7B |
|---|---|---|
| BigCodeBench Instruct | 43.8% | 19.5% |
| LMArena Coding | 1294 | 1082 |
| BigCodeBench Complete | 57.5% | 27.3% |
| HumanEval+ | 79.3% | 36% |
| MBPP+ | 74.6% | 42.1% |
| WeirdML | 22.2% | — |
| CadEval | 34% | — |
Agentic & Tool Use Not comparable
Gemini 1.5 Pro (May 2024): 17.9 (#145), Mistral 7B: —
| Benchmark | Gemini 1.5 Pro (May 2024) | Mistral 7B |
|---|---|---|
| TheAgentCompany | 3.4% | — |
| Cybench | 7.5% | — |
| BALROG | 21% | — |
Reasoning Too close to call
Gemini 1.5 Pro (May 2024): 12.3 (#338), Mistral 7B: 13.1 (#336)
| Benchmark | Gemini 1.5 Pro (May 2024) | Mistral 7B |
|---|---|---|
| LMArena Hard Prompts | 1296 | 1067 |
| DTBench | 59% | 42.5% |
| BIG-Bench Hard | 89.2% | 56.1% |
| Epoch Capabilities Index | 131.73 | 112.21 |
| ARC-AGI-2 | 0.8% | — |
| SimpleBench | 27.1% | — |
| Chess Puzzles | — | 0% |
| Adversarial NLI | — | 47.1% |
| ForecastBench | 58.4 | — |
| HellaSwag | — | 81% |
| PIQA | — | 83% |
| WinoGrande | — | 75.3% |
Math Gemini 1.5 Pro (May 2024) leads
Gemini 1.5 Pro (May 2024): 25.8 (#266), Mistral 7B: 8.1 (#325)
| Benchmark | Gemini 1.5 Pro (May 2024) | Mistral 7B |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 23.1% | 0.3% |
| LMArena Math | 1315 | 1085 |
| MATH Level 5 | 70.4% | 3.7% |
| Omni-MATH | 36.4% | — |
| GSM8K | — | 54.4% |
Knowledge Gemini 1.5 Pro (May 2024) leads
Gemini 1.5 Pro (May 2024): 29.4 (#239), Mistral 7B: 7.4 (#311)
| Benchmark | Gemini 1.5 Pro (May 2024) | Mistral 7B |
|---|---|---|
| GPQA Diamond | 57.2% | 15.2% |
| LMArena Expert | 1279 | 1036 |
| MMLU | 86.9% | 62.5% |
| Humanity's Last Exam | 4.6% | — |
| MMLU-Pro | 73.7% | — |
| Confabulations | 13.5% | — |
| GPQA (HELM) | 53.4% | — |
| ARC (AI2) Challenge | — | 78.6% |
| BoolQ | — | 87.4% |
| OpenBookQA | — | 79.8% |
| TriviaQA | — | 75.2% |
Multimodal Not comparable
Gemini 1.5 Pro (May 2024): 36.8 (#77), Mistral 7B: —
| Benchmark | Gemini 1.5 Pro (May 2024) | Mistral 7B |
|---|---|---|
| LMArena Vision | 1161 | — |
| Video-MME | 75% | — |
Multilingual Gemini 1.5 Pro (May 2024) leads
Gemini 1.5 Pro (May 2024): 45.3 (#174), Mistral 7B: 25.8 (#283)
| Benchmark | Gemini 1.5 Pro (May 2024) | Mistral 7B |
|---|---|---|
| LMArena Non-English | 1312 | 1012 |
| LMArena Chinese | 1331 | 1009 |
| LMArena French | 1302 | 1037 |
| LMArena German | 1286 | 987 |
| LMArena Japanese | 1292 | 878 |
| LMArena Russian | 1320 | 1018 |
| LMArena Spanish | 1311 | 1026 |
| LMArena Korean | 1298 | — |
Instruction Following Gemini 1.5 Pro (May 2024) leads
Gemini 1.5 Pro (May 2024): 68.6 (#185), Mistral 7B: 54.2 (#280)
| Benchmark | Gemini 1.5 Pro (May 2024) | Mistral 7B |
|---|---|---|
| LMArena Instruction Following | 1297 | 1060 |
| IFEval | 83.7% | — |
Long Context Gemini 1.5 Pro (May 2024) leads
Gemini 1.5 Pro (May 2024): 39.8 (#169), Mistral 7B: 32.2 (#271)
| Benchmark | Gemini 1.5 Pro (May 2024) | Mistral 7B |
|---|---|---|
| LMArena Longer Query | 1308 | 1060 |
Writing & Preference Gemini 1.5 Pro (May 2024) leads
Gemini 1.5 Pro (May 2024): 52.4 (#172), Mistral 7B: 30.7 (#286)
| Benchmark | Gemini 1.5 Pro (May 2024) | Mistral 7B |
|---|---|---|
| LMArena Text | 1319 | 1090 |
| LMArena Creative Writing | 1333 | 1068 |
| LMArena Multi-Turn | 1296 | 1062 |
| WildBench | 81.3% | — |
Frequently asked questions
Is Gemini 1.5 Pro (May 2024) better than Mistral 7B?
Gemini 1.5 Pro (May 2024) is the stronger model overall, scoring 32.1 to 23.0 on the Noometry Index.
Is Gemini 1.5 Pro (May 2024) or Mistral 7B better for coding?
Gemini 1.5 Pro (May 2024) scores higher on coding benchmarks: 34.2 versus 26.4 in the Noometry coding category.
How many benchmarks do Gemini 1.5 Pro (May 2024) and Mistral 7B share?
27 benchmarks have published results for both models. Gemini 1.5 Pro (May 2024) has 45 scored results on Noometry and Mistral 7B has 37.