Model comparison
Amazon Nova Micro vs DeepSeek-V2.5 (Sep 2024)
DeepSeek-V2.5 (Sep 2024) is the stronger model overall, scoring 37.6 to 30.4 on the Noometry Index.
Last verified . 17 shared benchmarks.
DeepSeekSummary
- They share 17 benchmarks with published results for both. Amazon Nova Micro scores higher in 0 categories and DeepSeek-V2.5 (Sep 2024) in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in instruction following, where DeepSeek-V2.5 (Sep 2024) leads 67.5 to 56.3.
- DeepSeek-V2.5 (Sep 2024) has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Micro | DeepSeek-V2.5 (Sep 2024) | |
|---|---|---|
| Provider | Amazon | DeepSeek |
| Noometry Index | 30.4 | 37.6 |
| Released | 2024-12-03 | 2024-09-06 |
| Weights | Proprietary | Open |
| Context window | 128K | — |
| Max output | 10K | — |
| Input $ / M tokens | $0.035 | — |
| Output $ / M tokens | $0.14 | — |
| Results tracked | 32 | 22 |
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Category by category
Coding DeepSeek-V2.5 (Sep 2024) leads
Amazon Nova Micro: 30.5 (#295), DeepSeek-V2.5 (Sep 2024): 31.7 (#281)
| Benchmark | Amazon Nova Micro | DeepSeek-V2.5 (Sep 2024) |
|---|---|---|
| LMArena Coding | 1218 | 1309 |
| Aider Polyglot | — | 17.8% |
| BigCodeBench Instruct | — | 48.6% |
| LiveBench Coding | 20.2% | — |
| BigCodeBench Complete | — | 53.2% |
| HumanEval+ | — | 83.5% |
| MBPP+ | — | 74.1% |
Agentic & Tool Use Not comparable
Amazon Nova Micro: 22.1 (#132), DeepSeek-V2.5 (Sep 2024): —
| Benchmark | Amazon Nova Micro | DeepSeek-V2.5 (Sep 2024) |
|---|---|---|
| Berkeley Function Calling Leaderboard | 22.3% | — |
Reasoning DeepSeek-V2.5 (Sep 2024) leads
Amazon Nova Micro: 17.4 (#294), DeepSeek-V2.5 (Sep 2024): 25.6 (#145)
| Benchmark | Amazon Nova Micro | DeepSeek-V2.5 (Sep 2024) |
|---|---|---|
| LMArena Hard Prompts | 1191 | 1289 |
| LiveBench Reasoning | 25.1% | — |
| LiveBench Data Analysis | 34% | — |
| LiveBench | 29.6% | — |
Math DeepSeek-V2.5 (Sep 2024) leads
Amazon Nova Micro: 26.9 (#254), DeepSeek-V2.5 (Sep 2024): 35.9 (#177)
| Benchmark | Amazon Nova Micro | DeepSeek-V2.5 (Sep 2024) |
|---|---|---|
| LMArena Math | 1206 | 1288 |
| Omni-MATH | 21.4% | — |
| LiveBench Math | 34.5% | — |
Knowledge DeepSeek-V2.5 (Sep 2024) leads
Amazon Nova Micro: 29.6 (#237), DeepSeek-V2.5 (Sep 2024): 34.8 (#193)
| Benchmark | Amazon Nova Micro | DeepSeek-V2.5 (Sep 2024) |
|---|---|---|
| LMArena Expert | 1184 | 1266 |
| MMLU-Pro | 51.1% | — |
| Vectara Hallucination Rate | 5.5% | — |
| GPQA (HELM) | 38.3% | — |
| MMLU | 70.8% | — |
Multilingual DeepSeek-V2.5 (Sep 2024) leads
Amazon Nova Micro: 36.5 (#239), DeepSeek-V2.5 (Sep 2024): 42.5 (#193)
| Benchmark | Amazon Nova Micro | DeepSeek-V2.5 (Sep 2024) |
|---|---|---|
| LMArena Non-English | 1186 | 1273 |
| LMArena Chinese | 1209 | 1318 |
| LMArena French | 1238 | 1289 |
| LMArena German | 1192 | 1258 |
| LMArena Japanese | 1154 | 1228 |
| LMArena Korean | 1150 | 1209 |
| LMArena Russian | 1185 | 1289 |
| LMArena Spanish | 1225 | 1248 |
Instruction Following DeepSeek-V2.5 (Sep 2024) leads
Amazon Nova Micro: 56.3 (#272), DeepSeek-V2.5 (Sep 2024): 67.5 (#194)
| Benchmark | Amazon Nova Micro | DeepSeek-V2.5 (Sep 2024) |
|---|---|---|
| LMArena Instruction Following | 1174 | 1280 |
| LiveBench Instruction Following | 48% | — |
| IFEval | 76% | — |
Long Context DeepSeek-V2.5 (Sep 2024) leads
Amazon Nova Micro: 36.5 (#229), DeepSeek-V2.5 (Sep 2024): 39.5 (#174)
| Benchmark | Amazon Nova Micro | DeepSeek-V2.5 (Sep 2024) |
|---|---|---|
| LMArena Longer Query | 1205 | 1301 |
Writing & Preference DeepSeek-V2.5 (Sep 2024) leads
Amazon Nova Micro: 39.5 (#247), DeepSeek-V2.5 (Sep 2024): 49.8 (#187)
| Benchmark | Amazon Nova Micro | DeepSeek-V2.5 (Sep 2024) |
|---|---|---|
| LMArena Text | 1208 | 1294 |
| LMArena Creative Writing | 1172 | 1285 |
| LMArena Multi-Turn | 1178 | 1297 |
| WildBench | 74.3% | — |
| LiveBench Language | 15.8% | — |
Frequently asked questions
Is Amazon Nova Micro better than DeepSeek-V2.5 (Sep 2024)?
DeepSeek-V2.5 (Sep 2024) is the stronger model overall, scoring 37.6 to 30.4 on the Noometry Index.
Is Amazon Nova Micro or DeepSeek-V2.5 (Sep 2024) better for coding?
DeepSeek-V2.5 (Sep 2024) scores higher on coding benchmarks: 31.7 versus 30.5 in the Noometry coding category.
How many benchmarks do Amazon Nova Micro and DeepSeek-V2.5 (Sep 2024) share?
17 benchmarks have published results for both models. Amazon Nova Micro has 32 scored results on Noometry and DeepSeek-V2.5 (Sep 2024) has 22.