Model comparison
Amazon Nova Micro vs Kimi K2.7 Code
Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 30.4 on the Noometry Index. Amazon Nova Micro costs 28× less per token, which makes it the better buy when Kimi K2.7 Code's lead doesn't matter for your workload.
Last verified . 0 shared benchmarks.
Summary
- The widest gap is in math, where Kimi K2.7 Code leads 52.9 to 26.9.
- Amazon Nova Micro is cheaper at $0.035 / $0.14 per million input/output tokens, against $0.95 / $4 for Kimi K2.7 Code.
- Kimi K2.7 Code accepts more context: 262K tokens versus 128K.
- Kimi K2.7 Code has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Micro | Kimi K2.7 Code | |
|---|---|---|
| Provider | Amazon | Moonshot AI |
| Noometry Index | 30.4 | 43.3 |
| Released | 2024-12-03 | 2026-06-12 |
| Weights | Proprietary | Open |
| Context window | 128K | 262K |
| Max output | 10K | 262K |
| Input $ / M tokens | $0.035 | $0.95 |
| Output $ / M tokens | $0.14 | $4 |
| Results tracked | 32 | 19 |
Sponsored placements are available on pages like this one. Advertise on Noometry
Category by category
Coding Kimi K2.7 Code leads
Amazon Nova Micro: 30.5 (#295), Kimi K2.7 Code: 42.9 (#95)
| Benchmark | Amazon Nova Micro | Kimi K2.7 Code |
|---|---|---|
| DeepSWE | — | 30.5% |
| FrontierCode | — | 30.1% |
| LMArena WebDev | — | 1473 |
| SciCode | — | 47.5% |
| WeirdML | — | 54.1% |
| LiveBench Coding | 20.2% | — |
| LMArena Coding | 1218 | — |
| ALE-Bench | — | 886.23 |
Agentic & Tool Use Kimi K2.7 Code leads
Amazon Nova Micro: 22.1 (#132), Kimi K2.7 Code: 24.0 (#122)
| Benchmark | Amazon Nova Micro | Kimi K2.7 Code |
|---|---|---|
| APEX-Agents | — | 37.6% |
| Berkeley Function Calling Leaderboard | 22.3% | — |
| GBAEval | — | 0.9% |
| Vending-Bench 2 | — | 5,083 |
Reasoning Kimi K2.7 Code leads
Amazon Nova Micro: 17.4 (#294), Kimi K2.7 Code: 39.0 (#61)
| Benchmark | Amazon Nova Micro | Kimi K2.7 Code |
|---|---|---|
| SimpleBench | — | 57.9% |
| CritPt | — | 10% |
| Chess Puzzles | — | 21% |
| LiveBench Reasoning | 25.1% | — |
| LMArena Hard Prompts | 1191 | — |
| LiveBench Data Analysis | 34% | — |
| Surface Evolver Bench | — | 48.8% |
| Epoch Capabilities Index | — | 149.97 |
| LiveBench | 29.6% | — |
Math Kimi K2.7 Code leads
Amazon Nova Micro: 26.9 (#254), Kimi K2.7 Code: 52.9 (#48)
| Benchmark | Amazon Nova Micro | Kimi K2.7 Code |
|---|---|---|
| FrontierMath (Tiers 1-3) | — | 54% |
| FrontierMath Tier 4 | — | 12.2% |
| OTIS Mock AIME 2024-2025 | — | 95.6% |
| Omni-MATH | 21.4% | — |
| LiveBench Math | 34.5% | — |
| LMArena Math | 1206 | — |
Knowledge Kimi K2.7 Code leads
Amazon Nova Micro: 29.6 (#237), Kimi K2.7 Code: 53.5 (#57)
| Benchmark | Amazon Nova Micro | Kimi K2.7 Code |
|---|---|---|
| GPQA Diamond | — | 87.9% |
| SimpleQA Verified | — | 36.5% |
| 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), Kimi K2.7 Code: —
| Benchmark | Amazon Nova Micro | Kimi K2.7 Code |
|---|---|---|
| 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), Kimi K2.7 Code: —
| Benchmark | Amazon Nova Micro | Kimi K2.7 Code |
|---|---|---|
| LiveBench Instruction Following | 48% | — |
| IFEval | 76% | — |
| LMArena Instruction Following | 1174 | — |
Long Context Not comparable
Amazon Nova Micro: 36.5 (#229), Kimi K2.7 Code: —
| Benchmark | Amazon Nova Micro | Kimi K2.7 Code |
|---|---|---|
| LMArena Longer Query | 1205 | — |
Writing & Preference Not comparable
Amazon Nova Micro: 39.5 (#247), Kimi K2.7 Code: —
| Benchmark | Amazon Nova Micro | Kimi K2.7 Code |
|---|---|---|
| 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 Kimi K2.7 Code?
Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 30.4 on the Noometry Index. Amazon Nova Micro costs 28× less per token, which makes it the better buy when Kimi K2.7 Code's lead doesn't matter for your workload.
Which is cheaper, Amazon Nova Micro or Kimi K2.7 Code?
Amazon Nova Micro is cheaper. It lists at $0.035 per million input tokens and $0.14 per million output tokens; Kimi K2.7 Code lists at $0.95 and $4.
Is Amazon Nova Micro or Kimi K2.7 Code better for coding?
Kimi K2.7 Code scores higher on coding benchmarks: 42.9 versus 30.5 in the Noometry coding category.
Which has the bigger context window?
Kimi K2.7 Code does, with 262K tokens against 128K.
How many benchmarks do Amazon Nova Micro and Kimi K2.7 Code share?
0 benchmarks have published results for both models. Amazon Nova Micro has 32 scored results on Noometry and Kimi K2.7 Code has 19.