Model comparison
Amazon Nova Micro vs Mixtral 8x7B
Amazon Nova Micro is the stronger model overall, scoring 30.4 to 27.1 on the Noometry Index.
Last verified . 23 shared benchmarks.
Mistral AISummary
- They share 23 benchmarks with published results for both. Amazon Nova Micro scores higher in 6 categories and Mixtral 8x7B in 2 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Amazon Nova Micro leads 29.6 to 11.0.
- The biggest single-benchmark swing is IFEval: 76% for Amazon Nova Micro and 57.5% for Mixtral 8x7B.
- Amazon Nova Micro is cheaper at $0.035 / $0.14 per million input/output tokens, against $0.70 / $0.70 for Mixtral 8x7B.
- Amazon Nova Micro accepts more context: 128K tokens versus 32K.
- Mixtral 8x7B has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Micro | Mixtral 8x7B | |
|---|---|---|
| Provider | Amazon | Mistral AI |
| Noometry Index | 30.4 | 27.1 |
| Released | 2024-12-03 | 2023-12-11 |
| Weights | Proprietary | Open |
| Context window | 128K | 32K |
| Max output | 10K | 32K |
| Input $ / M tokens | $0.035 | $0.70 |
| Output $ / M tokens | $0.14 | $0.70 |
| Results tracked | 32 | 38 |
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Category by category
Coding Mixtral 8x7B leads
Amazon Nova Micro: 30.5 (#295), Mixtral 8x7B: 32.8 (#269)
| Benchmark | Amazon Nova Micro | Mixtral 8x7B |
|---|---|---|
| LMArena Coding | 1218 | 1126 |
| LiveBench Coding | 20.2% | — |
| HumanEval+ | — | 39.6% |
| MBPP+ | — | 49.7% |
Agentic & Tool Use Not comparable
Amazon Nova Micro: 22.1 (#132), Mixtral 8x7B: —
| Benchmark | Amazon Nova Micro | Mixtral 8x7B |
|---|---|---|
| Berkeley Function Calling Leaderboard | 22.3% | — |
Reasoning Too close to call
Amazon Nova Micro: 17.4 (#294), Mixtral 8x7B: 18.2 (#285)
| Benchmark | Amazon Nova Micro | Mixtral 8x7B |
|---|---|---|
| LMArena Hard Prompts | 1191 | 1115 |
| LiveBench Reasoning | 25.1% | — |
| DTBench | — | 49.6% |
| LiveBench Data Analysis | 34% | — |
| Adversarial NLI | — | 55.2% |
| Epoch Capabilities Index | — | 118.47 |
| ForecastBench | — | 56.3 |
| HellaSwag | — | 86.7% |
| LiveBench | 29.6% | — |
| PIQA | — | 83.6% |
| WinoGrande | — | 77.2% |
Math Amazon Nova Micro leads
Amazon Nova Micro: 26.9 (#254), Mixtral 8x7B: 18.8 (#289)
| Benchmark | Amazon Nova Micro | Mixtral 8x7B |
|---|---|---|
| Omni-MATH | 21.4% | 10.5% |
| LMArena Math | 1206 | 1147 |
| LiveBench Math | 34.5% | — |
| MATH Level 5 | — | 10% |
| GSM8K | — | 74.4% |
Knowledge Amazon Nova Micro leads
Amazon Nova Micro: 29.6 (#237), Mixtral 8x7B: 11.0 (#301)
| Benchmark | Amazon Nova Micro | Mixtral 8x7B |
|---|---|---|
| MMLU-Pro | 51.1% | 33.5% |
| GPQA (HELM) | 38.3% | 29.6% |
| LMArena Expert | 1184 | 1088 |
| MMLU | 70.8% | 70.6% |
| GPQA Diamond | — | 30.6% |
| Vectara Hallucination Rate | 5.5% | — |
| ARC (AI2) Challenge | — | 87.3% |
| OpenBookQA | — | 85.8% |
| TriviaQA | — | 82.2% |
Multilingual Amazon Nova Micro leads
Amazon Nova Micro: 36.5 (#239), Mixtral 8x7B: 29.6 (#266)
| Benchmark | Amazon Nova Micro | Mixtral 8x7B |
|---|---|---|
| LMArena Non-English | 1186 | 1077 |
| LMArena Chinese | 1209 | 1055 |
| LMArena French | 1238 | 1166 |
| LMArena German | 1192 | 1114 |
| LMArena Japanese | 1154 | 931 |
| LMArena Korean | 1150 | 968 |
| LMArena Russian | 1185 | 1090 |
| LMArena Spanish | 1225 | 1111 |
Instruction Following Amazon Nova Micro leads
Amazon Nova Micro: 56.3 (#272), Mixtral 8x7B: 51.0 (#297)
| Benchmark | Amazon Nova Micro | Mixtral 8x7B |
|---|---|---|
| IFEval | 76% | 57.5% |
| LMArena Instruction Following | 1174 | 1109 |
| LiveBench Instruction Following | 48% | — |
Long Context Amazon Nova Micro leads
Amazon Nova Micro: 36.5 (#229), Mixtral 8x7B: 33.4 (#260)
| Benchmark | Amazon Nova Micro | Mixtral 8x7B |
|---|---|---|
| LMArena Longer Query | 1205 | 1103 |
Writing & Preference Amazon Nova Micro leads
Amazon Nova Micro: 39.5 (#247), Mixtral 8x7B: 34.2 (#270)
| Benchmark | Amazon Nova Micro | Mixtral 8x7B |
|---|---|---|
| LMArena Text | 1208 | 1132 |
| LMArena Creative Writing | 1172 | 1109 |
| WildBench | 74.3% | 67.3% |
| LMArena Multi-Turn | 1178 | 1115 |
| LiveBench Language | 15.8% | — |
Frequently asked questions
Is Amazon Nova Micro better than Mixtral 8x7B?
Amazon Nova Micro is the stronger model overall, scoring 30.4 to 27.1 on the Noometry Index.
Which is cheaper, Amazon Nova Micro or Mixtral 8x7B?
Amazon Nova Micro is cheaper. It lists at $0.035 per million input tokens and $0.14 per million output tokens; Mixtral 8x7B lists at $0.70 and $0.70.
Is Amazon Nova Micro or Mixtral 8x7B better for coding?
Mixtral 8x7B scores higher on coding benchmarks: 32.8 versus 30.5 in the Noometry coding category.
Which has the bigger context window?
Amazon Nova Micro does, with 128K tokens against 32K.
How many benchmarks do Amazon Nova Micro and Mixtral 8x7B share?
23 benchmarks have published results for both models. Amazon Nova Micro has 32 scored results on Noometry and Mixtral 8x7B has 38.