Model comparison
Amazon Nova Micro vs Gemma 3 4B
Amazon Nova Micro is the stronger model overall, scoring 30.4 to 28.1 on the Noometry Index.
Last verified . 14 shared benchmarks.
GoogleSummary
- They share 14 benchmarks with published results for both. Amazon Nova Micro scores higher in 4 categories and Gemma 3 4B in 5 categories; 9 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Amazon Nova Micro leads 29.6 to 11.8.
- Gemma 3 4B is cheaper at $0.04 / $0.08 per million input/output tokens, against $0.035 / $0.14 for Amazon Nova Micro.
- Gemma 3 4B accepts more context: 131K tokens versus 128K.
- Gemma 3 4B has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Micro | Gemma 3 4B | |
|---|---|---|
| Provider | Amazon | |
| Noometry Index | 30.4 | 28.1 |
| Released | 2024-12-03 | 2025-03-12 |
| Weights | Proprietary | Open |
| Context window | 128K | 131K |
| Max output | 10K | 4K |
| Input $ / M tokens | $0.035 | $0.04 |
| Output $ / M tokens | $0.14 | $0.08 |
| Results tracked | 32 | 22 |
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Category by category
Coding Gemma 3 4B leads
Amazon Nova Micro: 30.5 (#295), Gemma 3 4B: 35.9 (#215)
| Benchmark | Amazon Nova Micro | Gemma 3 4B |
|---|---|---|
| LMArena Coding | 1218 | 1230 |
| LiveBench Coding | 20.2% | — |
Agentic & Tool Use Amazon Nova Micro leads
Amazon Nova Micro: 22.1 (#132), Gemma 3 4B: 20.9 (#142)
| Benchmark | Amazon Nova Micro | Gemma 3 4B |
|---|---|---|
| Berkeley Function Calling Leaderboard | 22.3% | 19.6% |
Reasoning Amazon Nova Micro leads
Amazon Nova Micro: 17.4 (#294), Gemma 3 4B: 13.2 (#335)
| Benchmark | Amazon Nova Micro | Gemma 3 4B |
|---|---|---|
| LMArena Hard Prompts | 1191 | 1253 |
| Kagi LLM Benchmark | — | 25.2% |
| Chess Puzzles | — | 0% |
| LiveBench Reasoning | 25.1% | — |
| DTBench | — | 50.9% |
| LiveBench Data Analysis | 34% | — |
| LMCA | — | 2.8% |
| Epoch Capabilities Index | — | 116.02 |
| LiveBench | 29.6% | — |
Math Amazon Nova Micro leads
Amazon Nova Micro: 26.9 (#254), Gemma 3 4B: 16.8 (#292)
| Benchmark | Amazon Nova Micro | Gemma 3 4B |
|---|---|---|
| LMArena Math | 1206 | 1239 |
| OTIS Mock AIME 2024-2025 | — | 7.5% |
| Omni-MATH | 21.4% | — |
| LiveBench Math | 34.5% | — |
Knowledge Amazon Nova Micro leads
Amazon Nova Micro: 29.6 (#237), Gemma 3 4B: 11.8 (#299)
| Benchmark | Amazon Nova Micro | Gemma 3 4B |
|---|---|---|
| Vectara Hallucination Rate | 5.5% | 6.4% |
| LMArena Expert | 1184 | 1223 |
| GPQA Diamond | — | 23.2% |
| MMLU-Pro | 51.1% | — |
| GPQA (HELM) | 38.3% | — |
| MMLU | 70.8% | — |
Multilingual Gemma 3 4B leads
Amazon Nova Micro: 36.5 (#239), Gemma 3 4B: 42.5 (#194)
| Benchmark | Amazon Nova Micro | Gemma 3 4B |
|---|---|---|
| LMArena Non-English | 1186 | 1273 |
| LMArena German | 1192 | 1281 |
| LMArena Russian | 1185 | 1294 |
| LMArena Chinese | 1209 | — |
| LMArena French | 1238 | — |
| LMArena Japanese | 1154 | — |
| LMArena Korean | 1150 | — |
| LMArena Spanish | 1225 | — |
Instruction Following Gemma 3 4B leads
Amazon Nova Micro: 56.3 (#272), Gemma 3 4B: 65.2 (#225)
| Benchmark | Amazon Nova Micro | Gemma 3 4B |
|---|---|---|
| LMArena Instruction Following | 1174 | 1239 |
| LiveBench Instruction Following | 48% | — |
| IFEval | 76% | — |
Long Context Gemma 3 4B leads
Amazon Nova Micro: 36.5 (#229), Gemma 3 4B: 38.7 (#194)
| Benchmark | Amazon Nova Micro | Gemma 3 4B |
|---|---|---|
| LMArena Longer Query | 1205 | 1273 |
Writing & Preference Gemma 3 4B leads
Amazon Nova Micro: 39.5 (#247), Gemma 3 4B: 42.0 (#239)
| Benchmark | Amazon Nova Micro | Gemma 3 4B |
|---|---|---|
| LMArena Text | 1208 | 1291 |
| LMArena Creative Writing | 1172 | 1271 |
| LMArena Multi-Turn | 1178 | 1255 |
| EQ-Bench Creative Writing | — | 1068 |
| WildBench | 74.3% | — |
| LiveBench Language | 15.8% | — |
Frequently asked questions
Is Amazon Nova Micro better than Gemma 3 4B?
Amazon Nova Micro is the stronger model overall, scoring 30.4 to 28.1 on the Noometry Index.
Which is cheaper, Amazon Nova Micro or Gemma 3 4B?
Gemma 3 4B is cheaper. It lists at $0.04 per million input tokens and $0.08 per million output tokens; Amazon Nova Micro lists at $0.035 and $0.14.
Is Amazon Nova Micro or Gemma 3 4B better for coding?
Gemma 3 4B scores higher on coding benchmarks: 35.9 versus 30.5 in the Noometry coding category.
Which has the bigger context window?
Gemma 3 4B does, with 131K tokens against 128K.
How many benchmarks do Amazon Nova Micro and Gemma 3 4B share?
14 benchmarks have published results for both models. Amazon Nova Micro has 32 scored results on Noometry and Gemma 3 4B has 22.