Model comparison
Mixtral 8x7B vs Wizardlm 13b
Wizardlm 13b is the stronger model overall, scoring 31.4 to 27.1 on the Noometry Index.
Last verified . 10 shared benchmarks.
Mistral AI
MicrosoftSummary
- They share 10 benchmarks with published results for both. Mixtral 8x7B scores higher in 4 categories and Wizardlm 13b in 3 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in math, where Wizardlm 13b leads 30.2 to 18.8.
Side by side
| Mixtral 8x7B | Wizardlm 13b | |
|---|---|---|
| Provider | Mistral AI | Microsoft |
| Noometry Index | 27.1 | 31.4 |
| 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 | 10 |
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Category by category
Coding Mixtral 8x7B leads
Mixtral 8x7B: 32.8 (#269), Wizardlm 13b: 30.1 (#298)
| Benchmark | Mixtral 8x7B | Wizardlm 13b |
|---|---|---|
| LMArena Coding | 1126 | 1035 |
| HumanEval+ | 39.6% | — |
| MBPP+ | 49.7% | — |
Reasoning Wizardlm 13b leads
Mixtral 8x7B: 18.2 (#285), Wizardlm 13b: 19.4 (#259)
| Benchmark | Mixtral 8x7B | Wizardlm 13b |
|---|---|---|
| LMArena Hard Prompts | 1115 | 1018 |
| 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 Wizardlm 13b leads
Mixtral 8x7B: 18.8 (#289), Wizardlm 13b: 30.2 (#238)
| Benchmark | Mixtral 8x7B | Wizardlm 13b |
|---|---|---|
| LMArena Math | 1147 | 1017 |
| Omni-MATH | 10.5% | — |
| MATH Level 5 | 10% | — |
| GSM8K | 74.4% | — |
Knowledge Not comparable
Mixtral 8x7B: 11.0 (#301), Wizardlm 13b: —
| Benchmark | Mixtral 8x7B | Wizardlm 13b |
|---|---|---|
| GPQA Diamond | 30.6% | — |
| MMLU-Pro | 33.5% | — |
| GPQA (HELM) | 29.6% | — |
| LMArena Expert | 1088 | — |
| ARC (AI2) Challenge | 87.3% | — |
| MMLU | 70.6% | — |
| OpenBookQA | 85.8% | — |
| TriviaQA | 82.2% | — |
Multilingual Mixtral 8x7B leads
Mixtral 8x7B: 29.6 (#266), Wizardlm 13b: 27.1 (#277)
| Benchmark | Mixtral 8x7B | Wizardlm 13b |
|---|---|---|
| LMArena Non-English | 1077 | 1034 |
| LMArena Chinese | 1055 | 1023 |
| LMArena French | 1166 | — |
| LMArena German | 1114 | — |
| LMArena Japanese | 931 | — |
| LMArena Korean | 968 | — |
| LMArena Russian | 1090 | — |
| LMArena Spanish | 1111 | — |
Instruction Following Wizardlm 13b leads
Mixtral 8x7B: 51.0 (#297), Wizardlm 13b: 53.5 (#285)
| Benchmark | Mixtral 8x7B | Wizardlm 13b |
|---|---|---|
| LMArena Instruction Following | 1109 | 1048 |
| IFEval | 57.5% | — |
Long Context Mixtral 8x7B leads
Mixtral 8x7B: 33.4 (#260), Wizardlm 13b: 32.0 (#273)
| Benchmark | Mixtral 8x7B | Wizardlm 13b |
|---|---|---|
| LMArena Longer Query | 1103 | 1054 |
Writing & Preference Mixtral 8x7B leads
Mixtral 8x7B: 34.2 (#270), Wizardlm 13b: 30.5 (#287)
| Benchmark | Mixtral 8x7B | Wizardlm 13b |
|---|---|---|
| LMArena Text | 1132 | 1077 |
| LMArena Creative Writing | 1109 | 1091 |
| LMArena Multi-Turn | 1115 | 1047 |
| WildBench | 67.3% | — |
Frequently asked questions
Is Mixtral 8x7B better than Wizardlm 13b?
Wizardlm 13b is the stronger model overall, scoring 31.4 to 27.1 on the Noometry Index.
Is Mixtral 8x7B or Wizardlm 13b better for coding?
Mixtral 8x7B scores higher on coding benchmarks: 32.8 versus 30.1 in the Noometry coding category.
How many benchmarks do Mixtral 8x7B and Wizardlm 13b share?
10 benchmarks have published results for both models. Mixtral 8x7B has 38 scored results on Noometry and Wizardlm 13b has 10.