Model comparison
C4ai Aya Expanse 8b vs DeepSeek Coder 6.7B
C4ai Aya Expanse 8b has enough public results to be ranked (#229); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.
Last verified . 0 shared benchmarks.
Cohere
DeepSeekSide by side
| C4ai Aya Expanse 8b | DeepSeek Coder 6.7B | |
|---|---|---|
| Provider | Cohere | DeepSeek |
| Noometry Index | 34.9 | 37.6 |
| Released | — | 2023-11-02 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 15 | 9 |
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Category by category
Coding DeepSeek Coder 6.7B leads
C4ai Aya Expanse 8b: 33.8 (#252), DeepSeek Coder 6.7B: 35.8 (#219)
| Benchmark | C4ai Aya Expanse 8b | DeepSeek Coder 6.7B |
|---|---|---|
| BigCodeBench Instruct | — | 35.5% |
| LMArena Coding | 1160 | — |
| BigCodeBench Complete | — | 43.8% |
| HumanEval+ | — | 71.3% |
| MBPP+ | — | 65.6% |
Reasoning Not comparable
C4ai Aya Expanse 8b: 22.4 (#197), DeepSeek Coder 6.7B: —
| Benchmark | C4ai Aya Expanse 8b | DeepSeek Coder 6.7B |
|---|---|---|
| LMArena Hard Prompts | 1156 | — |
| Epoch Capabilities Index | — | 89.62 |
| WinoGrande | — | 57.6% |
Math Not comparable
C4ai Aya Expanse 8b: 33.3 (#203), DeepSeek Coder 6.7B: —
| Benchmark | C4ai Aya Expanse 8b | DeepSeek Coder 6.7B |
|---|---|---|
| LMArena Math | 1168 | — |
| GSM8K | — | 21.3% |
Knowledge Not comparable
C4ai Aya Expanse 8b: 33.6 (#201), DeepSeek Coder 6.7B: —
| Benchmark | C4ai Aya Expanse 8b | DeepSeek Coder 6.7B |
|---|---|---|
| Vectara Hallucination Rate | 9.5% | — |
| LMArena Expert | 1153 | — |
| ARC (AI2) Challenge | — | 36.4% |
| MMLU | — | 36.4% |
Multilingual Not comparable
C4ai Aya Expanse 8b: 36.1 (#242), DeepSeek Coder 6.7B: —
| Benchmark | C4ai Aya Expanse 8b | DeepSeek Coder 6.7B |
|---|---|---|
| LMArena Non-English | 1180 | — |
| LMArena Chinese | 1181 | — |
| LMArena German | 1188 | — |
| LMArena Japanese | 1120 | — |
| LMArena Russian | 1197 | — |
Instruction Following Not comparable
C4ai Aya Expanse 8b: 60.1 (#253), DeepSeek Coder 6.7B: —
| Benchmark | C4ai Aya Expanse 8b | DeepSeek Coder 6.7B |
|---|---|---|
| LMArena Instruction Following | 1155 | — |
Long Context Not comparable
C4ai Aya Expanse 8b: 36.1 (#236), DeepSeek Coder 6.7B: —
| Benchmark | C4ai Aya Expanse 8b | DeepSeek Coder 6.7B |
|---|---|---|
| LMArena Longer Query | 1191 | — |
Writing & Preference Not comparable
C4ai Aya Expanse 8b: 39.0 (#250), DeepSeek Coder 6.7B: —
| Benchmark | C4ai Aya Expanse 8b | DeepSeek Coder 6.7B |
|---|---|---|
| LMArena Text | 1185 | — |
| LMArena Creative Writing | 1168 | — |
| LMArena Multi-Turn | 1160 | — |
Frequently asked questions
Is C4ai Aya Expanse 8b better than DeepSeek Coder 6.7B?
C4ai Aya Expanse 8b has enough public results to be ranked (#229); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.
Is C4ai Aya Expanse 8b or DeepSeek Coder 6.7B better for coding?
DeepSeek Coder 6.7B scores higher on coding benchmarks: 35.8 versus 33.8 in the Noometry coding category.
How many benchmarks do C4ai Aya Expanse 8b and DeepSeek Coder 6.7B share?
0 benchmarks have published results for both models. C4ai Aya Expanse 8b has 15 scored results on Noometry and DeepSeek Coder 6.7B has 9.