Model comparison
Mistral 7B vs Phi 3 Mini 4k Instruct June 2024
Phi 3 Mini 4k Instruct June 2024 is the stronger model overall, scoring 31.3 to 23.0 on the Noometry Index.
Last verified . 14 shared benchmarks.
Mistral AI
MicrosoftSummary
- They share 14 benchmarks with published results for both. Mistral 7B scores higher in 3 categories and Phi 3 Mini 4k Instruct June 2024 in 5 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in math, where Phi 3 Mini 4k Instruct June 2024 leads 33.0 to 8.1.
Side by side
| Mistral 7B | Phi 3 Mini 4k Instruct June 2024 | |
|---|---|---|
| Provider | Mistral AI | Microsoft |
| Noometry Index | 23.0 | 31.3 |
| Released | 2023-09-27 | — |
| Weights | Open | Open |
| Context window | 8K | — |
| Max output | 8K | — |
| Input $ / M tokens | $0.25 | — |
| Output $ / M tokens | $0.25 | — |
| Results tracked | 37 | 15 |
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Category by category
Coding Phi 3 Mini 4k Instruct June 2024 leads
Mistral 7B: 26.4 (#326), Phi 3 Mini 4k Instruct June 2024: 31.8 (#279)
| Benchmark | Mistral 7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Coding | 1082 | 1093 |
| BigCodeBench Instruct | 19.5% | — |
| BigCodeBench Complete | 27.3% | — |
| HumanEval+ | 36% | — |
| MBPP+ | 42.1% | — |
Reasoning Phi 3 Mini 4k Instruct June 2024 leads
Mistral 7B: 13.1 (#336), Phi 3 Mini 4k Instruct June 2024: 20.8 (#231)
| Benchmark | Mistral 7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Hard Prompts | 1067 | 1087 |
| Chess Puzzles | 0% | — |
| DTBench | 42.5% | — |
| Adversarial NLI | 47.1% | — |
| BIG-Bench Hard | 56.1% | — |
| Epoch Capabilities Index | 112.21 | — |
| HellaSwag | 81% | — |
| PIQA | 83% | — |
| WinoGrande | 75.3% | — |
Math Phi 3 Mini 4k Instruct June 2024 leads
Mistral 7B: 8.1 (#325), Phi 3 Mini 4k Instruct June 2024: 33.0 (#208)
| Benchmark | Mistral 7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Math | 1085 | 1152 |
| OTIS Mock AIME 2024-2025 | 0.3% | — |
| MATH Level 5 | 3.7% | — |
| GSM8K | 54.4% | — |
Knowledge Phi 3 Mini 4k Instruct June 2024 leads
Mistral 7B: 7.4 (#311), Phi 3 Mini 4k Instruct June 2024: 28.6 (#244)
| Benchmark | Mistral 7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Expert | 1036 | 1051 |
| GPQA Diamond | 15.2% | — |
| ARC (AI2) Challenge | 78.6% | — |
| BoolQ | 87.4% | — |
| MMLU | 62.5% | — |
| OpenBookQA | 79.8% | — |
| TriviaQA | 75.2% | — |
Multilingual Too close to call
Mistral 7B: 25.8 (#283), Phi 3 Mini 4k Instruct June 2024: 25.9 (#282)
| Benchmark | Mistral 7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Non-English | 1012 | 1013 |
| LMArena Chinese | 1009 | 1033 |
| LMArena German | 987 | 1031 |
| LMArena Japanese | 878 | 954 |
| LMArena Russian | 1018 | 1019 |
| LMArena French | 1037 | — |
| LMArena Korean | — | 880 |
| LMArena Spanish | 1026 | — |
Instruction Following Too close to call
Mistral 7B: 54.2 (#280), Phi 3 Mini 4k Instruct June 2024: 54.1 (#282)
| Benchmark | Mistral 7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Instruction Following | 1060 | 1058 |
Long Context Too close to call
Mistral 7B: 32.2 (#271), Phi 3 Mini 4k Instruct June 2024: 31.7 (#277)
| Benchmark | Mistral 7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Longer Query | 1060 | 1042 |
Writing & Preference Mistral 7B leads
Mistral 7B: 30.7 (#286), Phi 3 Mini 4k Instruct June 2024: 29.6 (#294)
| Benchmark | Mistral 7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Text | 1090 | 1080 |
| LMArena Creative Writing | 1068 | 1045 |
| LMArena Multi-Turn | 1062 | 1049 |
Frequently asked questions
Is Mistral 7B 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 23.0 on the Noometry Index.
Is Mistral 7B 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 26.4 in the Noometry coding category.
How many benchmarks do Mistral 7B and Phi 3 Mini 4k Instruct June 2024 share?
14 benchmarks have published results for both models. Mistral 7B has 37 scored results on Noometry and Phi 3 Mini 4k Instruct June 2024 has 15.