Model comparison
DeepSeek Coder 33B vs Mixtral 8x22B
Mixtral 8x22B has enough public results to be ranked (#333); DeepSeek Coder 33B does not yet, so treat this comparison as directional.
Last verified . 6 shared benchmarks.
DeepSeek
Mistral AISummary
- They share 6 benchmarks with published results for both. DeepSeek Coder 33B scores higher in 1 category and Mixtral 8x22B in 0 categories; one gap is clear of the uncertainty.
- The widest gap is in coding, where DeepSeek Coder 33B leads 38.0 to 24.2.
Side by side
| DeepSeek Coder 33B | Mixtral 8x22B | |
|---|---|---|
| Provider | DeepSeek | Mistral AI |
| Noometry Index | 38.9 | 27.1 |
| Released | 2023-11-02 | 2024-04-17 |
| Weights | Open | Open |
| Context window | — | 64K |
| Max output | — | 64K |
| Input $ / M tokens | — | $2 |
| Output $ / M tokens | — | $6 |
| Results tracked | 9 | 34 |
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Category by category
Coding DeepSeek Coder 33B leads
DeepSeek Coder 33B: 38.0 (#184), Mixtral 8x22B: 24.2 (#329)
| Benchmark | DeepSeek Coder 33B | Mixtral 8x22B |
|---|---|---|
| BigCodeBench Instruct | 42% | 40.6% |
| BigCodeBench Complete | 51.1% | 50.2% |
| HumanEval+ | 75% | 72% |
| MBPP+ | 70.1% | 64.3% |
| WeirdML | — | 3.2% |
| LMArena Coding | — | 1166 |
Agentic & Tool Use Not comparable
DeepSeek Coder 33B: —, Mixtral 8x22B: 23.1 (#127)
| Benchmark | DeepSeek Coder 33B | Mixtral 8x22B |
|---|---|---|
| Cybench | — | 7.5% |
Reasoning Not comparable
DeepSeek Coder 33B: —, Mixtral 8x22B: 19.9 (#248)
| Benchmark | DeepSeek Coder 33B | Mixtral 8x22B |
|---|---|---|
| Epoch Capabilities Index | 96.32 | 122.03 |
| LMArena Hard Prompts | — | 1150 |
| DTBench | — | 55.1% |
| ForecastBench | — | 56.3 |
| WinoGrande | 62% | — |
Math Not comparable
DeepSeek Coder 33B: —, Mixtral 8x22B: 22.9 (#275)
| Benchmark | DeepSeek Coder 33B | Mixtral 8x22B |
|---|---|---|
| Omni-MATH | — | 16.3% |
| LMArena Math | — | 1184 |
| MATH Level 5 | — | 24.2% |
| GSM8K | 35.4% | — |
Knowledge Not comparable
DeepSeek Coder 33B: —, Mixtral 8x22B: 15.1 (#293)
| Benchmark | DeepSeek Coder 33B | Mixtral 8x22B |
|---|---|---|
| MMLU | 39.4% | 77.8% |
| GPQA Diamond | — | 34.1% |
| MMLU-Pro | — | 46% |
| GPQA (HELM) | — | 33.4% |
| LMArena Expert | — | 1113 |
| ARC (AI2) Challenge | 42.2% | — |
Multilingual Not comparable
DeepSeek Coder 33B: —, Mixtral 8x22B: 32.8 (#255)
| Benchmark | DeepSeek Coder 33B | Mixtral 8x22B |
|---|---|---|
| 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
DeepSeek Coder 33B: —, Mixtral 8x22B: 57.7 (#266)
| Benchmark | DeepSeek Coder 33B | Mixtral 8x22B |
|---|---|---|
| IFEval | — | 72.4% |
| LMArena Instruction Following | — | 1147 |
Long Context Not comparable
DeepSeek Coder 33B: —, Mixtral 8x22B: 34.7 (#247)
| Benchmark | DeepSeek Coder 33B | Mixtral 8x22B |
|---|---|---|
| LMArena Longer Query | — | 1144 |
Writing & Preference Not comparable
DeepSeek Coder 33B: —, Mixtral 8x22B: 36.9 (#262)
| Benchmark | DeepSeek Coder 33B | Mixtral 8x22B |
|---|---|---|
| LMArena Text | — | 1162 |
| LMArena Creative Writing | — | 1141 |
| WildBench | — | 71.1% |
| LMArena Multi-Turn | — | 1130 |
Frequently asked questions
Is DeepSeek Coder 33B better than Mixtral 8x22B?
Mixtral 8x22B has enough public results to be ranked (#333); DeepSeek Coder 33B does not yet, so treat this comparison as directional.
Is DeepSeek Coder 33B or Mixtral 8x22B better for coding?
DeepSeek Coder 33B scores higher on coding benchmarks: 38.0 versus 24.2 in the Noometry coding category.
How many benchmarks do DeepSeek Coder 33B and Mixtral 8x22B share?
6 benchmarks have published results for both models. DeepSeek Coder 33B has 9 scored results on Noometry and Mixtral 8x22B has 34.