Model comparison
Amazon Nova Pro vs DeepSeek Coder 6.7B
Amazon Nova Pro has enough public results to be ranked (#281); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.
Last verified . 2 shared benchmarks.
DeepSeekSummary
- They share 2 benchmarks with published results for both. Amazon Nova Pro scores higher in 0 categories and DeepSeek Coder 6.7B in 1 category, but none of those gaps is larger than the uncertainty.
- DeepSeek Coder 6.7B has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Pro | DeepSeek Coder 6.7B | |
|---|---|---|
| Provider | Amazon | DeepSeek |
| Noometry Index | 31.0 | 37.6 |
| Released | 2024-12-03 | 2023-11-02 |
| Weights | Proprietary | Open |
| Context window | 300K | — |
| Max output | 10K | — |
| Input $ / M tokens | $0.80 | — |
| Output $ / M tokens | $3.20 | — |
| Results tracked | 38 | 9 |
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Category by category
Coding Too close to call
Amazon Nova Pro: 35.1 (#229), DeepSeek Coder 6.7B: 35.8 (#219)
| Benchmark | Amazon Nova Pro | DeepSeek Coder 6.7B |
|---|---|---|
| BigCodeBench Instruct | — | 35.5% |
| LiveBench Coding | 38.1% | — |
| LMArena Coding | 1270 | — |
| BigCodeBench Complete | — | 43.8% |
| HumanEval+ | — | 71.3% |
| MBPP+ | — | 65.6% |
Agentic & Tool Use Not comparable
Amazon Nova Pro: 16.7 (#147), DeepSeek Coder 6.7B: —
| Benchmark | Amazon Nova Pro | DeepSeek Coder 6.7B |
|---|---|---|
| Berkeley Function Calling Leaderboard | 25% | — |
| TheAgentCompany | 1.7% | — |
Reasoning Not comparable
Amazon Nova Pro: 20.0 (#243), DeepSeek Coder 6.7B: —
| Benchmark | Amazon Nova Pro | DeepSeek Coder 6.7B |
|---|---|---|
| Epoch Capabilities Index | 123.8 | 89.62 |
| LiveBench Reasoning | 32.6% | — |
| LMArena Hard Prompts | 1246 | — |
| LiveBench Data Analysis | 48.3% | — |
| LiveBench | 43.5% | — |
| WinoGrande | — | 57.6% |
Math Not comparable
Amazon Nova Pro: 28.5 (#243), DeepSeek Coder 6.7B: —
| Benchmark | Amazon Nova Pro | DeepSeek Coder 6.7B |
|---|---|---|
| Omni-MATH | 24.2% | — |
| LiveBench Math | 38% | — |
| LMArena Math | 1252 | — |
| GSM8K | — | 21.3% |
Knowledge Not comparable
Amazon Nova Pro: 27.4 (#250), DeepSeek Coder 6.7B: —
| Benchmark | Amazon Nova Pro | DeepSeek Coder 6.7B |
|---|---|---|
| MMLU | 82% | 36.4% |
| Humanity's Last Exam | 4.4% | — |
| MMLU-Pro | 67.3% | — |
| Confabulations | 30.1% | — |
| Vectara Hallucination Rate | 5.1% | — |
| GPQA (HELM) | 44.6% | — |
| LMArena Expert | 1211 | — |
| ARC (AI2) Challenge | — | 36.4% |
Multimodal Not comparable
Amazon Nova Pro: 25.0 (#126), DeepSeek Coder 6.7B: —
| Benchmark | Amazon Nova Pro | DeepSeek Coder 6.7B |
|---|---|---|
| LMArena Vision | 980 | — |
Multilingual Not comparable
Amazon Nova Pro: 39.7 (#223), DeepSeek Coder 6.7B: —
| Benchmark | Amazon Nova Pro | DeepSeek Coder 6.7B |
|---|---|---|
| LMArena Non-English | 1234 | — |
| LMArena Chinese | 1244 | — |
| LMArena French | 1271 | — |
| LMArena German | 1243 | — |
| LMArena Japanese | 1200 | — |
| LMArena Korean | 1203 | — |
| LMArena Russian | 1240 | — |
| LMArena Spanish | 1182 | — |
Instruction Following Not comparable
Amazon Nova Pro: 64.9 (#226), DeepSeek Coder 6.7B: —
| Benchmark | Amazon Nova Pro | DeepSeek Coder 6.7B |
|---|---|---|
| LiveBench Instruction Following | 67.1% | — |
| IFEval | 81.5% | — |
| LMArena Instruction Following | 1235 | — |
Long Context Not comparable
Amazon Nova Pro: 38.1 (#205), DeepSeek Coder 6.7B: —
| Benchmark | Amazon Nova Pro | DeepSeek Coder 6.7B |
|---|---|---|
| LMArena Longer Query | 1255 | — |
Writing & Preference Not comparable
Amazon Nova Pro: 43.9 (#226), DeepSeek Coder 6.7B: —
| Benchmark | Amazon Nova Pro | DeepSeek Coder 6.7B |
|---|---|---|
| LMArena Text | 1259 | — |
| LMArena Creative Writing | 1212 | — |
| Short-Story Creative Writing | 60.5% | — |
| WildBench | 77.7% | — |
| LMArena Multi-Turn | 1246 | — |
| LiveBench Language | 37% | — |
Frequently asked questions
Is Amazon Nova Pro better than DeepSeek Coder 6.7B?
Amazon Nova Pro has enough public results to be ranked (#281); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.
Is Amazon Nova Pro or DeepSeek Coder 6.7B better for coding?
They score almost the same on coding (35.1 vs 35.8); test both on your own repository before choosing.
How many benchmarks do Amazon Nova Pro and DeepSeek Coder 6.7B share?
2 benchmarks have published results for both models. Amazon Nova Pro has 38 scored results on Noometry and DeepSeek Coder 6.7B has 9.