Model comparison
Mixtral 8x22B vs Yi 6B
Mixtral 8x22B has enough public results to be ranked (#333); Yi 6B does not yet, so treat this comparison as directional.
Last verified . 2 shared benchmarks.
Mistral AISummary
- They share 2 benchmarks with published results for both.
Side by side
| Mixtral 8x22B | Yi 6B | |
|---|---|---|
| Provider | Mistral AI | 01.AI |
| Noometry Index | 27.1 | — |
| Released | 2024-04-17 | 2023-11-02 |
| Weights | Open | Open |
| Context window | 64K | — |
| Max output | 64K | — |
| Input $ / M tokens | $2 | — |
| Output $ / M tokens | $6 | — |
| Results tracked | 34 | 7 |
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Category by category
Coding Not comparable
Mixtral 8x22B: 24.2 (#329), Yi 6B: —
| Benchmark | Mixtral 8x22B | Yi 6B |
|---|---|---|
| WeirdML | 3.2% | — |
| BigCodeBench Instruct | 40.6% | — |
| LMArena Coding | 1166 | — |
| BigCodeBench Complete | 50.2% | — |
| HumanEval+ | 72% | — |
| MBPP+ | 64.3% | — |
Agentic & Tool Use Not comparable
Mixtral 8x22B: 23.1 (#127), Yi 6B: —
| Benchmark | Mixtral 8x22B | Yi 6B |
|---|---|---|
| Cybench | 7.5% | — |
Reasoning Not comparable
Mixtral 8x22B: 19.9 (#248), Yi 6B: —
| Benchmark | Mixtral 8x22B | Yi 6B |
|---|---|---|
| Epoch Capabilities Index | 122.03 | 104.77 |
| LMArena Hard Prompts | 1150 | — |
| DTBench | 55.1% | — |
| BIG-Bench Hard | — | 47.2% |
| ForecastBench | 56.3 | — |
| HellaSwag | — | 74.4% |
| WinoGrande | — | 71.3% |
Math Not comparable
Mixtral 8x22B: 22.9 (#275), Yi 6B: —
| Benchmark | Mixtral 8x22B | Yi 6B |
|---|---|---|
| Omni-MATH | 16.3% | — |
| LMArena Math | 1184 | — |
| MATH Level 5 | 24.2% | — |
| GSM8K | — | 44.9% |
Knowledge Not comparable
Mixtral 8x22B: 15.1 (#293), Yi 6B: —
| Benchmark | Mixtral 8x22B | Yi 6B |
|---|---|---|
| MMLU | 77.8% | 64% |
| GPQA Diamond | 34.1% | — |
| MMLU-Pro | 46% | — |
| GPQA (HELM) | 33.4% | — |
| LMArena Expert | 1113 | — |
| ARC (AI2) Challenge | — | 50.3% |
Multilingual Not comparable
Mixtral 8x22B: 32.8 (#255), Yi 6B: —
| Benchmark | Mixtral 8x22B | Yi 6B |
|---|---|---|
| LMArena Non-English | 1128 | — |
| LMArena Chinese | 1116 | — |
| LMArena French | 1166 | — |
| LMArena German | 1141 | — |
| LMArena Japanese | 1037 | — |
| LMArena Korean | 1057 | — |
| LMArena Russian | 1158 | — |
| LMArena Spanish | 1151 | — |
Instruction Following Not comparable
Mixtral 8x22B: 57.7 (#266), Yi 6B: —
| Benchmark | Mixtral 8x22B | Yi 6B |
|---|---|---|
| IFEval | 72.4% | — |
| LMArena Instruction Following | 1147 | — |
Long Context Not comparable
Mixtral 8x22B: 34.7 (#247), Yi 6B: —
| Benchmark | Mixtral 8x22B | Yi 6B |
|---|---|---|
| LMArena Longer Query | 1144 | — |
Writing & Preference Not comparable
Mixtral 8x22B: 36.9 (#262), Yi 6B: —
| Benchmark | Mixtral 8x22B | Yi 6B |
|---|---|---|
| LMArena Text | 1162 | — |
| LMArena Creative Writing | 1141 | — |
| WildBench | 71.1% | — |
| LMArena Multi-Turn | 1130 | — |
Frequently asked questions
Is Mixtral 8x22B better than Yi 6B?
Mixtral 8x22B has enough public results to be ranked (#333); Yi 6B does not yet, so treat this comparison as directional.
How many benchmarks do Mixtral 8x22B and Yi 6B share?
2 benchmarks have published results for both models. Mixtral 8x22B has 34 scored results on Noometry and Yi 6B has 7.