Model comparison
Amazon Nova Micro vs GPT-4
Amazon Nova Micro is the stronger model overall, scoring 30.4 to 29.1 on the Noometry Index.
Last verified . 18 shared benchmarks.
Summary
- They share 18 benchmarks with published results for both. Amazon Nova Micro scores higher in 3 categories and GPT-4 in 5 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in math, where Amazon Nova Micro leads 26.9 to 10.8.
- Amazon Nova Micro is cheaper at $0.035 / $0.14 per million input/output tokens, against $30 / $60 for GPT-4.
- Amazon Nova Micro accepts more context: 128K tokens versus 8K.
Side by side
| Amazon Nova Micro | GPT-4 | |
|---|---|---|
| Provider | Amazon | OpenAI |
| Noometry Index | 30.4 | 29.1 |
| Released | 2024-12-03 | 2023-03-14 |
| Weights | Proprietary | Proprietary |
| Context window | 128K | 8K |
| Max output | 10K | 8K |
| Input $ / M tokens | $0.035 | $30 |
| Output $ / M tokens | $0.14 | $60 |
| Results tracked | 32 | 38 |
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Category by category
Coding GPT-4 leads
Amazon Nova Micro: 30.5 (#295), GPT-4: 31.6 (#283)
| Benchmark | Amazon Nova Micro | GPT-4 |
|---|---|---|
| LMArena Coding | 1218 | 1254 |
| WeirdML | — | 12.4% |
| BigCodeBench Instruct | — | 46% |
| LiveBench Coding | 20.2% | — |
| BigCodeBench Complete | — | 57.2% |
| HumanEval+ | — | 79.3% |
Agentic & Tool Use Not comparable
Amazon Nova Micro: 22.1 (#132), GPT-4: —
| Benchmark | Amazon Nova Micro | GPT-4 |
|---|---|---|
| Berkeley Function Calling Leaderboard | 22.3% | — |
| METR Time Horizons | — | 36.1% |
Reasoning Too close to call
Amazon Nova Micro: 17.4 (#294), GPT-4: 17.8 (#289)
| Benchmark | Amazon Nova Micro | GPT-4 |
|---|---|---|
| LMArena Hard Prompts | 1191 | 1241 |
| Chess Puzzles | — | 4% |
| LiveBench Reasoning | 25.1% | — |
| Mystery Game Puzzles | — | 12% |
| DTBench | — | 62.7% |
| LiveBench Data Analysis | 34% | — |
| LMCA | — | 17.1% |
| BIG-Bench Hard | — | 75.1% |
| Epoch Capabilities Index | — | 125.89 |
| ForecastBench | — | 57.8 |
| HellaSwag | — | 95.3% |
| LiveBench | 29.6% | — |
| WinoGrande | — | 87.5% |
Math Amazon Nova Micro leads
Amazon Nova Micro: 26.9 (#254), GPT-4: 10.8 (#309)
| Benchmark | Amazon Nova Micro | GPT-4 |
|---|---|---|
| LMArena Math | 1206 | 1269 |
| OTIS Mock AIME 2024-2025 | — | 1.1% |
| Omni-MATH | 21.4% | — |
| LiveBench Math | 34.5% | — |
| MATH Level 5 | — | 23% |
| GSM8K | — | 92% |
Knowledge Amazon Nova Micro leads
Amazon Nova Micro: 29.6 (#237), GPT-4: 18.4 (#282)
| Benchmark | Amazon Nova Micro | GPT-4 |
|---|---|---|
| LMArena Expert | 1184 | 1211 |
| MMLU | 70.8% | 86.4% |
| GPQA Diamond | — | 35.7% |
| MMLU-Pro | 51.1% | — |
| Vectara Hallucination Rate | 5.5% | — |
| GPQA (HELM) | 38.3% | — |
| TriviaQA | — | 84.8% |
Multilingual GPT-4 leads
Amazon Nova Micro: 36.5 (#239), GPT-4: 40.6 (#215)
| Benchmark | Amazon Nova Micro | GPT-4 |
|---|---|---|
| LMArena Non-English | 1186 | 1246 |
| LMArena Chinese | 1209 | 1242 |
| LMArena French | 1238 | 1283 |
| LMArena German | 1192 | 1251 |
| LMArena Japanese | 1154 | 1209 |
| LMArena Korean | 1150 | 1184 |
| LMArena Russian | 1185 | 1251 |
| LMArena Spanish | 1225 | 1261 |
Instruction Following GPT-4 leads
Amazon Nova Micro: 56.3 (#272), GPT-4: 65.3 (#222)
| Benchmark | Amazon Nova Micro | GPT-4 |
|---|---|---|
| LMArena Instruction Following | 1174 | 1241 |
| LiveBench Instruction Following | 48% | — |
| IFEval | 76% | — |
Long Context GPT-4 leads
Amazon Nova Micro: 36.5 (#229), GPT-4: 37.7 (#212)
| Benchmark | Amazon Nova Micro | GPT-4 |
|---|---|---|
| LMArena Longer Query | 1205 | 1244 |
Writing & Preference Amazon Nova Micro leads
Amazon Nova Micro: 39.5 (#247), GPT-4: 34.9 (#268)
| Benchmark | Amazon Nova Micro | GPT-4 |
|---|---|---|
| LMArena Text | 1208 | 1263 |
| LMArena Creative Writing | 1172 | 1244 |
| LMArena Multi-Turn | 1178 | 1257 |
| EQ-Bench Creative Writing | — | 752 |
| WildBench | 74.3% | — |
| LiveBench Language | 15.8% | — |
Frequently asked questions
Is Amazon Nova Micro better than GPT-4?
Amazon Nova Micro is the stronger model overall, scoring 30.4 to 29.1 on the Noometry Index.
Which is cheaper, Amazon Nova Micro or GPT-4?
Amazon Nova Micro is cheaper. It lists at $0.035 per million input tokens and $0.14 per million output tokens; GPT-4 lists at $30 and $60.
Is Amazon Nova Micro or GPT-4 better for coding?
GPT-4 scores higher on coding benchmarks: 31.6 versus 30.5 in the Noometry coding category.
Which has the bigger context window?
Amazon Nova Micro does, with 128K tokens against 8K.
How many benchmarks do Amazon Nova Micro and GPT-4 share?
18 benchmarks have published results for both models. Amazon Nova Micro has 32 scored results on Noometry and GPT-4 has 38.