Model comparison
Mixtral 8x7B vs Phi 3 Mini 4k Instruct June 2024
Phi 3 Mini 4k Instruct June 2024 is the stronger model overall, scoring 31.3 to 27.1 on the Noometry Index.
Last verified . 15 shared benchmarks.
Mistral AI
MicrosoftSummary
- They share 15 benchmarks with published results for both. Mixtral 8x7B scores higher in 4 categories and Phi 3 Mini 4k Instruct June 2024 in 4 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Phi 3 Mini 4k Instruct June 2024 leads 28.6 to 11.0.
Side by side
| Mixtral 8x7B | Phi 3 Mini 4k Instruct June 2024 | |
|---|---|---|
| Provider | Mistral AI | Microsoft |
| Noometry Index | 27.1 | 31.3 |
| Released | 2023-12-11 | — |
| Weights | Open | Open |
| Context window | 32K | — |
| Max output | 32K | — |
| Input $ / M tokens | $0.70 | — |
| Output $ / M tokens | $0.70 | — |
| Results tracked | 38 | 15 |
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Category by category
Coding Too close to call
Mixtral 8x7B: 32.8 (#269), Phi 3 Mini 4k Instruct June 2024: 31.8 (#279)
| Benchmark | Mixtral 8x7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Coding | 1126 | 1093 |
| HumanEval+ | 39.6% | — |
| MBPP+ | 49.7% | — |
Reasoning Phi 3 Mini 4k Instruct June 2024 leads
Mixtral 8x7B: 18.2 (#285), Phi 3 Mini 4k Instruct June 2024: 20.8 (#231)
| Benchmark | Mixtral 8x7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Hard Prompts | 1115 | 1087 |
| 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 Phi 3 Mini 4k Instruct June 2024 leads
Mixtral 8x7B: 18.8 (#289), Phi 3 Mini 4k Instruct June 2024: 33.0 (#208)
| Benchmark | Mixtral 8x7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Math | 1147 | 1152 |
| Omni-MATH | 10.5% | — |
| MATH Level 5 | 10% | — |
| GSM8K | 74.4% | — |
Knowledge Phi 3 Mini 4k Instruct June 2024 leads
Mixtral 8x7B: 11.0 (#301), Phi 3 Mini 4k Instruct June 2024: 28.6 (#244)
| Benchmark | Mixtral 8x7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Expert | 1088 | 1051 |
| 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 Mixtral 8x7B leads
Mixtral 8x7B: 29.6 (#266), Phi 3 Mini 4k Instruct June 2024: 25.9 (#282)
| Benchmark | Mixtral 8x7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Non-English | 1077 | 1013 |
| LMArena Chinese | 1055 | 1033 |
| LMArena German | 1114 | 1031 |
| LMArena Japanese | 931 | 954 |
| LMArena Korean | 968 | 880 |
| LMArena Russian | 1090 | 1019 |
| LMArena French | 1166 | — |
| LMArena Spanish | 1111 | — |
Instruction Following Phi 3 Mini 4k Instruct June 2024 leads
Mixtral 8x7B: 51.0 (#297), Phi 3 Mini 4k Instruct June 2024: 54.1 (#282)
| Benchmark | Mixtral 8x7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Instruction Following | 1109 | 1058 |
| IFEval | 57.5% | — |
Long Context Mixtral 8x7B leads
Mixtral 8x7B: 33.4 (#260), Phi 3 Mini 4k Instruct June 2024: 31.7 (#277)
| Benchmark | Mixtral 8x7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Longer Query | 1103 | 1042 |
Writing & Preference Mixtral 8x7B leads
Mixtral 8x7B: 34.2 (#270), Phi 3 Mini 4k Instruct June 2024: 29.6 (#294)
| Benchmark | Mixtral 8x7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Text | 1132 | 1080 |
| LMArena Creative Writing | 1109 | 1045 |
| LMArena Multi-Turn | 1115 | 1049 |
| WildBench | 67.3% | — |
Frequently asked questions
Is Mixtral 8x7B better than Phi 3 Mini 4k Instruct June 2024?
Phi 3 Mini 4k Instruct June 2024 is the stronger model overall, scoring 31.3 to 27.1 on the Noometry Index.
Is Mixtral 8x7B or Phi 3 Mini 4k Instruct June 2024 better for coding?
They score almost the same on coding (32.8 vs 31.8); test both on your own repository before choosing.
How many benchmarks do Mixtral 8x7B and Phi 3 Mini 4k Instruct June 2024 share?
15 benchmarks have published results for both models. Mixtral 8x7B has 38 scored results on Noometry and Phi 3 Mini 4k Instruct June 2024 has 15.