Model comparison
Mixtral 8x7B vs Phi-3.5-mini
Mixtral 8x7B has enough public results to be ranked (#334); Phi-3.5-mini does not yet, so treat this comparison as directional.
Last verified . 2 shared benchmarks.
Mistral AI
MicrosoftSummary
- They share 2 benchmarks with published results for both. Mixtral 8x7B scores higher in 0 categories and Phi-3.5-mini in 1 category; one gap is clear of the uncertainty.
Side by side
| Mixtral 8x7B | Phi-3.5-mini | |
|---|---|---|
| Provider | Mistral AI | Microsoft |
| Noometry Index | 27.1 | 36.9 |
| Released | 2023-12-11 | 2024-08-16 |
| Weights | Open | Open |
| Context window | 32K | — |
| Max output | 32K | — |
| Input $ / M tokens | $0.70 | — |
| Output $ / M tokens | $0.70 | — |
| Results tracked | 38 | 5 |
Sponsored placements are available on pages like this one. Advertise on Noometry
Category by category
Coding Phi-3.5-mini leads
Mixtral 8x7B: 32.8 (#269), Phi-3.5-mini: 34.6 (#232)
| Benchmark | Mixtral 8x7B | Phi-3.5-mini |
|---|---|---|
| BigCodeBench Instruct | — | 32.8% |
| LMArena Coding | 1126 | — |
| BigCodeBench Complete | — | 38.5% |
| HumanEval+ | 39.6% | — |
| MBPP+ | 49.7% | — |
Reasoning Not comparable
Mixtral 8x7B: 18.2 (#285), Phi-3.5-mini: —
| Benchmark | Mixtral 8x7B | Phi-3.5-mini |
|---|---|---|
| PIQA | 83.6% | 81% |
| LMArena Hard Prompts | 1115 | — |
| DTBench | 49.6% | — |
| Adversarial NLI | 55.2% | — |
| Epoch Capabilities Index | 118.47 | — |
| ForecastBench | 56.3 | — |
| HellaSwag | 86.7% | — |
| WinoGrande | 77.2% | — |
Math Not comparable
Mixtral 8x7B: 18.8 (#289), Phi-3.5-mini: —
| Benchmark | Mixtral 8x7B | Phi-3.5-mini |
|---|---|---|
| GSM8K | 74.4% | 86.2% |
| Omni-MATH | 10.5% | — |
| LMArena Math | 1147 | — |
| MATH Level 5 | 10% | — |
Knowledge Not comparable
Mixtral 8x7B: 11.0 (#301), Phi-3.5-mini: —
| Benchmark | Mixtral 8x7B | Phi-3.5-mini |
|---|---|---|
| GPQA Diamond | 30.6% | — |
| MMLU-Pro | 33.5% | — |
| GPQA (HELM) | 29.6% | — |
| LMArena Expert | 1088 | — |
| ARC (AI2) Challenge | 87.3% | — |
| BoolQ | — | 78% |
| MMLU | 70.6% | — |
| OpenBookQA | 85.8% | — |
| TriviaQA | 82.2% | — |
Multilingual Not comparable
Mixtral 8x7B: 29.6 (#266), Phi-3.5-mini: —
| Benchmark | Mixtral 8x7B | Phi-3.5-mini |
|---|---|---|
| LMArena Non-English | 1077 | — |
| LMArena Chinese | 1055 | — |
| LMArena French | 1166 | — |
| LMArena German | 1114 | — |
| LMArena Japanese | 931 | — |
| LMArena Korean | 968 | — |
| LMArena Russian | 1090 | — |
| LMArena Spanish | 1111 | — |
Instruction Following Not comparable
Mixtral 8x7B: 51.0 (#297), Phi-3.5-mini: —
| Benchmark | Mixtral 8x7B | Phi-3.5-mini |
|---|---|---|
| IFEval | 57.5% | — |
| LMArena Instruction Following | 1109 | — |
Long Context Not comparable
Mixtral 8x7B: 33.4 (#260), Phi-3.5-mini: —
| Benchmark | Mixtral 8x7B | Phi-3.5-mini |
|---|---|---|
| LMArena Longer Query | 1103 | — |
Writing & Preference Not comparable
Mixtral 8x7B: 34.2 (#270), Phi-3.5-mini: —
| Benchmark | Mixtral 8x7B | Phi-3.5-mini |
|---|---|---|
| LMArena Text | 1132 | — |
| LMArena Creative Writing | 1109 | — |
| WildBench | 67.3% | — |
| LMArena Multi-Turn | 1115 | — |
Frequently asked questions
Is Mixtral 8x7B better than Phi-3.5-mini?
Mixtral 8x7B has enough public results to be ranked (#334); Phi-3.5-mini does not yet, so treat this comparison as directional.
Is Mixtral 8x7B or Phi-3.5-mini better for coding?
Phi-3.5-mini scores higher on coding benchmarks: 34.6 versus 32.8 in the Noometry coding category.
How many benchmarks do Mixtral 8x7B and Phi-3.5-mini share?
2 benchmarks have published results for both models. Mixtral 8x7B has 38 scored results on Noometry and Phi-3.5-mini has 5.