Model comparison
Gemini Advanced 0514 vs Mixtral 8x7B
Gemini Advanced 0514 is the stronger model overall, scoring 37.7 to 27.1 on the Noometry Index.
Last verified . 17 shared benchmarks.
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Mistral AISummary
- They share 17 benchmarks with published results for both. Gemini Advanced 0514 scores higher in 8 categories and Mixtral 8x7B in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Gemini Advanced 0514 leads 33.3 to 11.0.
- Mixtral 8x7B has downloadable open weights; the other is API-only.
Side by side
| Gemini Advanced 0514 | Mixtral 8x7B | |
|---|---|---|
| Provider | Mistral AI | |
| Noometry Index | 37.7 | 27.1 |
| Released | — | 2023-12-11 |
| Weights | Proprietary | Open |
| Context window | — | 32K |
| Max output | — | 32K |
| Input $ / M tokens | — | $0.70 |
| Output $ / M tokens | — | $0.70 |
| Results tracked | 17 | 38 |
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Category by category
Coding Gemini Advanced 0514 leads
Gemini Advanced 0514: 36.6 (#205), Mixtral 8x7B: 32.8 (#269)
| Benchmark | Gemini Advanced 0514 | Mixtral 8x7B |
|---|---|---|
| LMArena Coding | 1255 | 1126 |
| HumanEval+ | — | 39.6% |
| MBPP+ | — | 49.7% |
Reasoning Gemini Advanced 0514 leads
Gemini Advanced 0514: 24.6 (#160), Mixtral 8x7B: 18.2 (#285)
| Benchmark | Gemini Advanced 0514 | Mixtral 8x7B |
|---|---|---|
| LMArena Hard Prompts | 1248 | 1115 |
| DTBench | — | 49.6% |
| Adversarial NLI | — | 55.2% |
| Epoch Capabilities Index | — | 118.47 |
| ForecastBench | — | 56.3 |
| HellaSwag | — | 86.7% |
| PIQA | — | 83.6% |
| WinoGrande | — | 77.2% |
Math Gemini Advanced 0514 leads
Gemini Advanced 0514: 35.5 (#181), Mixtral 8x7B: 18.8 (#289)
| Benchmark | Gemini Advanced 0514 | Mixtral 8x7B |
|---|---|---|
| LMArena Math | 1272 | 1147 |
| Omni-MATH | — | 10.5% |
| MATH Level 5 | — | 10% |
| GSM8K | — | 74.4% |
Knowledge Gemini Advanced 0514 leads
Gemini Advanced 0514: 33.3 (#205), Mixtral 8x7B: 11.0 (#301)
| Benchmark | Gemini Advanced 0514 | Mixtral 8x7B |
|---|---|---|
| LMArena Expert | 1215 | 1088 |
| GPQA Diamond | — | 30.6% |
| MMLU-Pro | — | 33.5% |
| GPQA (HELM) | — | 29.6% |
| ARC (AI2) Challenge | — | 87.3% |
| MMLU | — | 70.6% |
| OpenBookQA | — | 85.8% |
| TriviaQA | — | 82.2% |
Multilingual Gemini Advanced 0514 leads
Gemini Advanced 0514: 42.6 (#192), Mixtral 8x7B: 29.6 (#266)
| Benchmark | Gemini Advanced 0514 | Mixtral 8x7B |
|---|---|---|
| LMArena Non-English | 1274 | 1077 |
| LMArena Chinese | 1274 | 1055 |
| LMArena French | 1307 | 1166 |
| LMArena German | 1275 | 1114 |
| LMArena Japanese | 1242 | 931 |
| LMArena Korean | 1232 | 968 |
| LMArena Russian | 1283 | 1090 |
| LMArena Spanish | 1242 | 1111 |
Instruction Following Gemini Advanced 0514 leads
Gemini Advanced 0514: 66.0 (#212), Mixtral 8x7B: 51.0 (#297)
| Benchmark | Gemini Advanced 0514 | Mixtral 8x7B |
|---|---|---|
| LMArena Instruction Following | 1253 | 1109 |
| IFEval | — | 57.5% |
Long Context Gemini Advanced 0514 leads
Gemini Advanced 0514: 38.0 (#207), Mixtral 8x7B: 33.4 (#260)
| Benchmark | Gemini Advanced 0514 | Mixtral 8x7B |
|---|---|---|
| LMArena Longer Query | 1253 | 1103 |
Writing & Preference Gemini Advanced 0514 leads
Gemini Advanced 0514: 48.5 (#200), Mixtral 8x7B: 34.2 (#270)
| Benchmark | Gemini Advanced 0514 | Mixtral 8x7B |
|---|---|---|
| LMArena Text | 1279 | 1132 |
| LMArena Creative Writing | 1284 | 1109 |
| LMArena Multi-Turn | 1269 | 1115 |
| WildBench | — | 67.3% |
Frequently asked questions
Is Gemini Advanced 0514 better than Mixtral 8x7B?
Gemini Advanced 0514 is the stronger model overall, scoring 37.7 to 27.1 on the Noometry Index.
Is Gemini Advanced 0514 or Mixtral 8x7B better for coding?
Gemini Advanced 0514 scores higher on coding benchmarks: 36.6 versus 32.8 in the Noometry coding category.
How many benchmarks do Gemini Advanced 0514 and Mixtral 8x7B share?
17 benchmarks have published results for both models. Gemini Advanced 0514 has 17 scored results on Noometry and Mixtral 8x7B has 38.