Model comparison
Mixtral 8x22B 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 8x22B 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 15.1.
Side by side
| Mixtral 8x22B | Phi 3 Mini 4k Instruct June 2024 | |
|---|---|---|
| Provider | Mistral AI | Microsoft |
| Noometry Index | 27.1 | 31.3 |
| Released | 2024-04-17 | — |
| Weights | Open | Open |
| Context window | 64K | — |
| Max output | 64K | — |
| Input $ / M tokens | $2 | — |
| Output $ / M tokens | $6 | — |
| Results tracked | 34 | 15 |
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Category by category
Coding Phi 3 Mini 4k Instruct June 2024 leads
Mixtral 8x22B: 24.2 (#329), Phi 3 Mini 4k Instruct June 2024: 31.8 (#279)
| Benchmark | Mixtral 8x22B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Coding | 1166 | 1093 |
| WeirdML | 3.2% | — |
| BigCodeBench Instruct | 40.6% | — |
| BigCodeBench Complete | 50.2% | — |
| HumanEval+ | 72% | — |
| MBPP+ | 64.3% | — |
Agentic & Tool Use Not comparable
Mixtral 8x22B: 23.1 (#127), Phi 3 Mini 4k Instruct June 2024: —
| Benchmark | Mixtral 8x22B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| Cybench | 7.5% | — |
Reasoning Too close to call
Mixtral 8x22B: 19.9 (#248), Phi 3 Mini 4k Instruct June 2024: 20.8 (#231)
| Benchmark | Mixtral 8x22B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Hard Prompts | 1150 | 1087 |
| DTBench | 55.1% | — |
| Epoch Capabilities Index | 122.03 | — |
| ForecastBench | 56.3 | — |
Math Phi 3 Mini 4k Instruct June 2024 leads
Mixtral 8x22B: 22.9 (#275), Phi 3 Mini 4k Instruct June 2024: 33.0 (#208)
| Benchmark | Mixtral 8x22B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Math | 1184 | 1152 |
| Omni-MATH | 16.3% | — |
| MATH Level 5 | 24.2% | — |
Knowledge Phi 3 Mini 4k Instruct June 2024 leads
Mixtral 8x22B: 15.1 (#293), Phi 3 Mini 4k Instruct June 2024: 28.6 (#244)
| Benchmark | Mixtral 8x22B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Expert | 1113 | 1051 |
| GPQA Diamond | 34.1% | — |
| MMLU-Pro | 46% | — |
| GPQA (HELM) | 33.4% | — |
| MMLU | 77.8% | — |
Multilingual Mixtral 8x22B leads
Mixtral 8x22B: 32.8 (#255), Phi 3 Mini 4k Instruct June 2024: 25.9 (#282)
| Benchmark | Mixtral 8x22B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Non-English | 1128 | 1013 |
| LMArena Chinese | 1116 | 1033 |
| LMArena German | 1141 | 1031 |
| LMArena Japanese | 1037 | 954 |
| LMArena Korean | 1057 | 880 |
| LMArena Russian | 1158 | 1019 |
| LMArena French | 1166 | — |
| LMArena Spanish | 1151 | — |
Instruction Following Mixtral 8x22B leads
Mixtral 8x22B: 57.7 (#266), Phi 3 Mini 4k Instruct June 2024: 54.1 (#282)
| Benchmark | Mixtral 8x22B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Instruction Following | 1147 | 1058 |
| IFEval | 72.4% | — |
Long Context Mixtral 8x22B leads
Mixtral 8x22B: 34.7 (#247), Phi 3 Mini 4k Instruct June 2024: 31.7 (#277)
| Benchmark | Mixtral 8x22B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Longer Query | 1144 | 1042 |
Writing & Preference Mixtral 8x22B leads
Mixtral 8x22B: 36.9 (#262), Phi 3 Mini 4k Instruct June 2024: 29.6 (#294)
| Benchmark | Mixtral 8x22B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Text | 1162 | 1080 |
| LMArena Creative Writing | 1141 | 1045 |
| LMArena Multi-Turn | 1130 | 1049 |
| WildBench | 71.1% | — |
Frequently asked questions
Is Mixtral 8x22B 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 8x22B or Phi 3 Mini 4k Instruct June 2024 better for coding?
Phi 3 Mini 4k Instruct June 2024 scores higher on coding benchmarks: 31.8 versus 24.2 in the Noometry coding category.
How many benchmarks do Mixtral 8x22B and Phi 3 Mini 4k Instruct June 2024 share?
15 benchmarks have published results for both models. Mixtral 8x22B has 34 scored results on Noometry and Phi 3 Mini 4k Instruct June 2024 has 15.