Model comparison
Amazon Nova Lite vs DeepSeek Coder 6.7B
Amazon Nova Lite has enough public results to be ranked (#265); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.
Last verified . 1 shared benchmarks.
DeepSeekSummary
- They share 1 benchmark with published results for both. Amazon Nova Lite scores higher in 0 categories and DeepSeek Coder 6.7B in 1 category; one gap is clear of the uncertainty.
- The widest gap is in coding, where DeepSeek Coder 6.7B leads 35.8 to 32.5.
- DeepSeek Coder 6.7B has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Lite | DeepSeek Coder 6.7B | |
|---|---|---|
| Provider | Amazon | DeepSeek |
| Noometry Index | 31.9 | 37.6 |
| Released | 2024-12-03 | 2023-11-02 |
| Weights | Proprietary | Open |
| Context window | 300K | — |
| Max output | 10K | — |
| Input $ / M tokens | $0.06 | — |
| Output $ / M tokens | $0.24 | — |
| Results tracked | 34 | 9 |
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Category by category
Coding DeepSeek Coder 6.7B leads
Amazon Nova Lite: 32.5 (#270), DeepSeek Coder 6.7B: 35.8 (#219)
| Benchmark | Amazon Nova Lite | DeepSeek Coder 6.7B |
|---|---|---|
| BigCodeBench Instruct | — | 35.5% |
| LiveBench Coding | 27.5% | — |
| LMArena Coding | 1239 | — |
| BigCodeBench Complete | — | 43.8% |
| ALE-Bench | 236.25 | — |
| HumanEval+ | — | 71.3% |
| MBPP+ | — | 65.6% |
Reasoning Not comparable
Amazon Nova Lite: 19.3 (#260), DeepSeek Coder 6.7B: —
| Benchmark | Amazon Nova Lite | DeepSeek Coder 6.7B |
|---|---|---|
| LiveBench Reasoning | 36.7% | — |
| LMArena Hard Prompts | 1220 | — |
| LiveBench Data Analysis | 37.2% | — |
| Epoch Capabilities Index | — | 89.62 |
| LiveBench | 36.4% | — |
| WinoGrande | — | 57.6% |
Math Not comparable
Amazon Nova Lite: 27.8 (#247), DeepSeek Coder 6.7B: —
| Benchmark | Amazon Nova Lite | DeepSeek Coder 6.7B |
|---|---|---|
| Omni-MATH | 23.3% | — |
| LiveBench Math | 36.7% | — |
| LMArena Math | 1227 | — |
| GSM8K | — | 21.3% |
Knowledge Not comparable
Amazon Nova Lite: 26.3 (#259), DeepSeek Coder 6.7B: —
| Benchmark | Amazon Nova Lite | DeepSeek Coder 6.7B |
|---|---|---|
| MMLU | 77% | 36.4% |
| Humanity's Last Exam | 3.6% | — |
| MMLU-Pro | 60% | — |
| Vectara Hallucination Rate | 6.1% | — |
| GPQA (HELM) | 39.7% | — |
| LMArena Expert | 1201 | — |
| ARC (AI2) Challenge | — | 36.4% |
Multimodal Not comparable
Amazon Nova Lite: 25.5 (#123), DeepSeek Coder 6.7B: —
| Benchmark | Amazon Nova Lite | DeepSeek Coder 6.7B |
|---|---|---|
| LMArena Vision | 990 | — |
Multilingual Not comparable
Amazon Nova Lite: 38.0 (#232), DeepSeek Coder 6.7B: —
| Benchmark | Amazon Nova Lite | DeepSeek Coder 6.7B |
|---|---|---|
| LMArena Non-English | 1208 | — |
| LMArena Chinese | 1225 | — |
| LMArena French | 1237 | — |
| LMArena German | 1229 | — |
| LMArena Japanese | 1153 | — |
| LMArena Korean | 1153 | — |
| LMArena Russian | 1216 | — |
| LMArena Spanish | 1226 | — |
Instruction Following Not comparable
Amazon Nova Lite: 59.3 (#255), DeepSeek Coder 6.7B: —
| Benchmark | Amazon Nova Lite | DeepSeek Coder 6.7B |
|---|---|---|
| LiveBench Instruction Following | 54.1% | — |
| IFEval | 77.6% | — |
| LMArena Instruction Following | 1205 | — |
Long Context Not comparable
Amazon Nova Lite: 37.4 (#217), DeepSeek Coder 6.7B: —
| Benchmark | Amazon Nova Lite | DeepSeek Coder 6.7B |
|---|---|---|
| LMArena Longer Query | 1234 | — |
Writing & Preference Not comparable
Amazon Nova Lite: 42.1 (#237), DeepSeek Coder 6.7B: —
| Benchmark | Amazon Nova Lite | DeepSeek Coder 6.7B |
|---|---|---|
| LMArena Text | 1229 | — |
| LMArena Creative Writing | 1197 | — |
| WildBench | 75% | — |
| LMArena Multi-Turn | 1199 | — |
| LiveBench Language | 25.9% | — |
Frequently asked questions
Is Amazon Nova Lite better than DeepSeek Coder 6.7B?
Amazon Nova Lite has enough public results to be ranked (#265); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.
Is Amazon Nova Lite or DeepSeek Coder 6.7B better for coding?
DeepSeek Coder 6.7B scores higher on coding benchmarks: 35.8 versus 32.5 in the Noometry coding category.
How many benchmarks do Amazon Nova Lite and DeepSeek Coder 6.7B share?
1 benchmark has published results for both models. Amazon Nova Lite has 34 scored results on Noometry and DeepSeek Coder 6.7B has 9.