Model comparison
Gemini 1.5 Flash (May 2024) vs Mixtral 8x7B
Gemini 1.5 Flash (May 2024) is the stronger model overall, scoring 33.2 to 27.1 on the Noometry Index.
Last verified . 32 shared benchmarks.
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Mistral AISummary
- They share 32 benchmarks with published results for both. Gemini 1.5 Flash (May 2024) scores higher in 8 categories and Mixtral 8x7B in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in instruction following, where Gemini 1.5 Flash (May 2024) leads 66.8 to 51.0.
- The biggest single-benchmark swing is MATH Level 5: 61.9% for Gemini 1.5 Flash (May 2024) and 10% for Mixtral 8x7B.
- Mixtral 8x7B has downloadable open weights; the other is API-only.
Side by side
| Gemini 1.5 Flash (May 2024) | Mixtral 8x7B | |
|---|---|---|
| Provider | Mistral AI | |
| Noometry Index | 33.2 | 27.1 |
| Released | 2024-05-14 | 2023-12-11 |
| Weights | Proprietary | Open |
| Context window | — | 32K |
| Max output | — | 32K |
| Input $ / M tokens | — | $0.70 |
| Output $ / M tokens | — | $0.70 |
| Results tracked | 42 | 38 |
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Category by category
Coding Gemini 1.5 Flash (May 2024) leads
Gemini 1.5 Flash (May 2024): 34.4 (#236), Mixtral 8x7B: 32.8 (#269)
| Benchmark | Gemini 1.5 Flash (May 2024) | Mixtral 8x7B |
|---|---|---|
| LMArena Coding | 1261 | 1126 |
| HumanEval+ | 75.6% | 39.6% |
| MBPP+ | 67.5% | 49.7% |
| WeirdML | 24.9% | — |
| BigCodeBench Instruct | 43.5% | — |
| BigCodeBench Complete | 55.1% | — |
Agentic & Tool Use Not comparable
Gemini 1.5 Flash (May 2024): 26.6 (#102), Mixtral 8x7B: —
| Benchmark | Gemini 1.5 Flash (May 2024) | Mixtral 8x7B |
|---|---|---|
| BALROG | 14.6% | — |
Reasoning Gemini 1.5 Flash (May 2024) leads
Gemini 1.5 Flash (May 2024): 21.7 (#215), Mixtral 8x7B: 18.2 (#285)
| Benchmark | Gemini 1.5 Flash (May 2024) | Mixtral 8x7B |
|---|---|---|
| LMArena Hard Prompts | 1257 | 1115 |
| DTBench | 53.8% | 49.6% |
| Epoch Capabilities Index | 129.36 | 118.47 |
| ForecastBench | 53.9 | 56.3 |
| PIQA | 87.5% | 83.6% |
| Adversarial NLI | — | 55.2% |
| HellaSwag | — | 86.7% |
| WinoGrande | — | 77.2% |
Math Gemini 1.5 Flash (May 2024) leads
Gemini 1.5 Flash (May 2024): 22.1 (#281), Mixtral 8x7B: 18.8 (#289)
| Benchmark | Gemini 1.5 Flash (May 2024) | Mixtral 8x7B |
|---|---|---|
| Omni-MATH | 30.4% | 10.5% |
| LMArena Math | 1269 | 1147 |
| MATH Level 5 | 61.9% | 10% |
| GSM8K | 82.4% | 74.4% |
| OTIS Mock AIME 2024-2025 | 16.3% | — |
| FrontierMath (Feb 2025 set) | 0% | — |
Knowledge Gemini 1.5 Flash (May 2024) leads
Gemini 1.5 Flash (May 2024): 26.2 (#260), Mixtral 8x7B: 11.0 (#301)
| Benchmark | Gemini 1.5 Flash (May 2024) | Mixtral 8x7B |
|---|---|---|
| GPQA Diamond | 47.3% | 30.6% |
| MMLU-Pro | 67.8% | 33.5% |
| GPQA (HELM) | 43.7% | 29.6% |
| LMArena Expert | 1233 | 1088 |
| MMLU | 77.9% | 70.6% |
| ARC (AI2) Challenge | — | 87.3% |
| BoolQ | 85.8% | — |
| OpenBookQA | — | 85.8% |
| TriviaQA | — | 82.2% |
Multimodal Not comparable
Gemini 1.5 Flash (May 2024): 36.0 (#81), Mixtral 8x7B: —
| Benchmark | Gemini 1.5 Flash (May 2024) | Mixtral 8x7B |
|---|---|---|
| LMArena Vision | 1141 | — |
| Video-MME | 70.3% | — |
| GeoBench | 76% | — |
Multilingual Gemini 1.5 Flash (May 2024) leads
Gemini 1.5 Flash (May 2024): 42.9 (#189), Mixtral 8x7B: 29.6 (#266)
| Benchmark | Gemini 1.5 Flash (May 2024) | Mixtral 8x7B |
|---|---|---|
| LMArena Non-English | 1278 | 1077 |
| LMArena Chinese | 1295 | 1055 |
| LMArena French | 1258 | 1166 |
| LMArena German | 1262 | 1114 |
| LMArena Japanese | 1252 | 931 |
| LMArena Korean | 1221 | 968 |
| LMArena Russian | 1288 | 1090 |
| LMArena Spanish | 1243 | 1111 |
Instruction Following Gemini 1.5 Flash (May 2024) leads
Gemini 1.5 Flash (May 2024): 66.8 (#205), Mixtral 8x7B: 51.0 (#297)
| Benchmark | Gemini 1.5 Flash (May 2024) | Mixtral 8x7B |
|---|---|---|
| IFEval | 83.1% | 57.5% |
| LMArena Instruction Following | 1258 | 1109 |
Long Context Gemini 1.5 Flash (May 2024) leads
Gemini 1.5 Flash (May 2024): 39.0 (#187), Mixtral 8x7B: 33.4 (#260)
| Benchmark | Gemini 1.5 Flash (May 2024) | Mixtral 8x7B |
|---|---|---|
| LMArena Longer Query | 1284 | 1103 |
Writing & Preference Gemini 1.5 Flash (May 2024) leads
Gemini 1.5 Flash (May 2024): 48.7 (#196), Mixtral 8x7B: 34.2 (#270)
| Benchmark | Gemini 1.5 Flash (May 2024) | Mixtral 8x7B |
|---|---|---|
| LMArena Text | 1287 | 1132 |
| LMArena Creative Writing | 1285 | 1109 |
| WildBench | 79.2% | 67.3% |
| LMArena Multi-Turn | 1253 | 1115 |
Frequently asked questions
Is Gemini 1.5 Flash (May 2024) better than Mixtral 8x7B?
Gemini 1.5 Flash (May 2024) is the stronger model overall, scoring 33.2 to 27.1 on the Noometry Index.
Is Gemini 1.5 Flash (May 2024) or Mixtral 8x7B better for coding?
Gemini 1.5 Flash (May 2024) scores higher on coding benchmarks: 34.4 versus 32.8 in the Noometry coding category.
How many benchmarks do Gemini 1.5 Flash (May 2024) and Mixtral 8x7B share?
32 benchmarks have published results for both models. Gemini 1.5 Flash (May 2024) has 42 scored results on Noometry and Mixtral 8x7B has 38.