Model comparison
Amazon Nova Micro vs Laguna M.1
Laguna M.1 is the stronger model overall, scoring 32.5 to 30.4 on the Noometry Index.
Last verified . 0 shared benchmarks.
PoolsideSummary
- The widest gap is in coding, where Laguna M.1 leads 36.6 to 30.5.
- Laguna M.1 accepts more context: 262K tokens versus 128K.
- Laguna M.1 has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Micro | Laguna M.1 | |
|---|---|---|
| Provider | Amazon | Poolside |
| Noometry Index | 30.4 | 32.5 |
| Released | 2024-12-03 | 2026-04-28 |
| Weights | Proprietary | Open |
| Context window | 128K | 262K |
| Max output | 10K | 33K |
| Input $ / M tokens | $0.035 | — |
| Output $ / M tokens | $0.14 | — |
| Results tracked | 32 | 3 |
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Category by category
Coding Laguna M.1 leads
Amazon Nova Micro: 30.5 (#295), Laguna M.1: 36.6 (#204)
| Benchmark | Amazon Nova Micro | Laguna M.1 |
|---|---|---|
| LMArena WebDev | — | 1349 |
| LiveBench Coding | 20.2% | — |
| LMArena Coding | 1218 | — |
Agentic & Tool Use Not comparable
Amazon Nova Micro: 22.1 (#132), Laguna M.1: —
| Benchmark | Amazon Nova Micro | Laguna M.1 |
|---|---|---|
| Berkeley Function Calling Leaderboard | 22.3% | — |
Reasoning Laguna M.1 leads
Amazon Nova Micro: 17.4 (#294), Laguna M.1: 23.1 (#184)
| Benchmark | Amazon Nova Micro | Laguna M.1 |
|---|---|---|
| LiveBench Reasoning | 25.1% | — |
| LMArena Hard Prompts | 1191 | — |
| LiveBench Data Analysis | 34% | — |
| Surface Evolver Bench | — | 15.6% |
| LiveBench | 29.6% | — |
Math Amazon Nova Micro leads
Amazon Nova Micro: 26.9 (#254), Laguna M.1: 21.1 (#283)
| Benchmark | Amazon Nova Micro | Laguna M.1 |
|---|---|---|
| ProofBench | — | 0% |
| Omni-MATH | 21.4% | — |
| LiveBench Math | 34.5% | — |
| LMArena Math | 1206 | — |
Knowledge Not comparable
Amazon Nova Micro: 29.6 (#237), Laguna M.1: —
| Benchmark | Amazon Nova Micro | Laguna M.1 |
|---|---|---|
| MMLU-Pro | 51.1% | — |
| Vectara Hallucination Rate | 5.5% | — |
| GPQA (HELM) | 38.3% | — |
| LMArena Expert | 1184 | — |
| MMLU | 70.8% | — |
Multilingual Not comparable
Amazon Nova Micro: 36.5 (#239), Laguna M.1: —
| Benchmark | Amazon Nova Micro | Laguna M.1 |
|---|---|---|
| LMArena Non-English | 1186 | — |
| LMArena Chinese | 1209 | — |
| LMArena French | 1238 | — |
| LMArena German | 1192 | — |
| LMArena Japanese | 1154 | — |
| LMArena Korean | 1150 | — |
| LMArena Russian | 1185 | — |
| LMArena Spanish | 1225 | — |
Instruction Following Not comparable
Amazon Nova Micro: 56.3 (#272), Laguna M.1: —
| Benchmark | Amazon Nova Micro | Laguna M.1 |
|---|---|---|
| LiveBench Instruction Following | 48% | — |
| IFEval | 76% | — |
| LMArena Instruction Following | 1174 | — |
Long Context Not comparable
Amazon Nova Micro: 36.5 (#229), Laguna M.1: —
| Benchmark | Amazon Nova Micro | Laguna M.1 |
|---|---|---|
| LMArena Longer Query | 1205 | — |
Writing & Preference Not comparable
Amazon Nova Micro: 39.5 (#247), Laguna M.1: —
| Benchmark | Amazon Nova Micro | Laguna M.1 |
|---|---|---|
| LMArena Text | 1208 | — |
| LMArena Creative Writing | 1172 | — |
| WildBench | 74.3% | — |
| LMArena Multi-Turn | 1178 | — |
| LiveBench Language | 15.8% | — |
Frequently asked questions
Is Amazon Nova Micro better than Laguna M.1?
Laguna M.1 is the stronger model overall, scoring 32.5 to 30.4 on the Noometry Index.
Is Amazon Nova Micro or Laguna M.1 better for coding?
Laguna M.1 scores higher on coding benchmarks: 36.6 versus 30.5 in the Noometry coding category.
Which has the bigger context window?
Laguna M.1 does, with 262K tokens against 128K.
How many benchmarks do Amazon Nova Micro and Laguna M.1 share?
0 benchmarks have published results for both models. Amazon Nova Micro has 32 scored results on Noometry and Laguna M.1 has 3.