Model comparison
Amazon Nova Micro vs Phi 3 Mini 4k Instruct June 2024
Amazon Nova Micro and Phi 3 Mini 4k Instruct June 2024 score almost the same on the Noometry Index (30.4 vs 31.3), so choose on price, context window or the category you care about most.
Last verified . 15 shared benchmarks.
MicrosoftSummary
- They share 15 benchmarks with published results for both. Amazon Nova Micro scores higher in 5 categories and Phi 3 Mini 4k Instruct June 2024 in 3 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in multilingual, where Amazon Nova Micro leads 36.5 to 25.9.
- Phi 3 Mini 4k Instruct June 2024 has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Micro | Phi 3 Mini 4k Instruct June 2024 | |
|---|---|---|
| Provider | Amazon | Microsoft |
| Noometry Index | 30.4 | 31.3 |
| Released | 2024-12-03 | — |
| Weights | Proprietary | Open |
| Context window | 128K | — |
| Max output | 10K | — |
| Input $ / M tokens | $0.035 | — |
| Output $ / M tokens | $0.14 | — |
| Results tracked | 32 | 15 |
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Category by category
Coding Phi 3 Mini 4k Instruct June 2024 leads
Amazon Nova Micro: 30.5 (#295), Phi 3 Mini 4k Instruct June 2024: 31.8 (#279)
| Benchmark | Amazon Nova Micro | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Coding | 1218 | 1093 |
| LiveBench Coding | 20.2% | — |
Agentic & Tool Use Not comparable
Amazon Nova Micro: 22.1 (#132), Phi 3 Mini 4k Instruct June 2024: —
| Benchmark | Amazon Nova Micro | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| Berkeley Function Calling Leaderboard | 22.3% | — |
Reasoning Phi 3 Mini 4k Instruct June 2024 leads
Amazon Nova Micro: 17.4 (#294), Phi 3 Mini 4k Instruct June 2024: 20.8 (#231)
| Benchmark | Amazon Nova Micro | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Hard Prompts | 1191 | 1087 |
| LiveBench Reasoning | 25.1% | — |
| LiveBench Data Analysis | 34% | — |
| LiveBench | 29.6% | — |
Math Phi 3 Mini 4k Instruct June 2024 leads
Amazon Nova Micro: 26.9 (#254), Phi 3 Mini 4k Instruct June 2024: 33.0 (#208)
| Benchmark | Amazon Nova Micro | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Math | 1206 | 1152 |
| Omni-MATH | 21.4% | — |
| LiveBench Math | 34.5% | — |
Knowledge Too close to call
Amazon Nova Micro: 29.6 (#237), Phi 3 Mini 4k Instruct June 2024: 28.6 (#244)
| Benchmark | Amazon Nova Micro | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Expert | 1184 | 1051 |
| MMLU-Pro | 51.1% | — |
| Vectara Hallucination Rate | 5.5% | — |
| GPQA (HELM) | 38.3% | — |
| MMLU | 70.8% | — |
Multilingual Amazon Nova Micro leads
Amazon Nova Micro: 36.5 (#239), Phi 3 Mini 4k Instruct June 2024: 25.9 (#282)
| Benchmark | Amazon Nova Micro | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Non-English | 1186 | 1013 |
| LMArena Chinese | 1209 | 1033 |
| LMArena German | 1192 | 1031 |
| LMArena Japanese | 1154 | 954 |
| LMArena Korean | 1150 | 880 |
| LMArena Russian | 1185 | 1019 |
| LMArena French | 1238 | — |
| LMArena Spanish | 1225 | — |
Instruction Following Amazon Nova Micro leads
Amazon Nova Micro: 56.3 (#272), Phi 3 Mini 4k Instruct June 2024: 54.1 (#282)
| Benchmark | Amazon Nova Micro | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Instruction Following | 1174 | 1058 |
| LiveBench Instruction Following | 48% | — |
| IFEval | 76% | — |
Long Context Amazon Nova Micro leads
Amazon Nova Micro: 36.5 (#229), Phi 3 Mini 4k Instruct June 2024: 31.7 (#277)
| Benchmark | Amazon Nova Micro | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Longer Query | 1205 | 1042 |
Writing & Preference Amazon Nova Micro leads
Amazon Nova Micro: 39.5 (#247), Phi 3 Mini 4k Instruct June 2024: 29.6 (#294)
| Benchmark | Amazon Nova Micro | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Text | 1208 | 1080 |
| LMArena Creative Writing | 1172 | 1045 |
| LMArena Multi-Turn | 1178 | 1049 |
| WildBench | 74.3% | — |
| LiveBench Language | 15.8% | — |
Frequently asked questions
Is Amazon Nova Micro better than Phi 3 Mini 4k Instruct June 2024?
Amazon Nova Micro and Phi 3 Mini 4k Instruct June 2024 score almost the same on the Noometry Index (30.4 vs 31.3), so choose on price, context window or the category you care about most.
Is Amazon Nova Micro or Phi 3 Mini 4k Instruct June 2024 better for coding?
Phi 3 Mini 4k Instruct June 2024 scores higher on coding benchmarks: 31.8 versus 30.5 in the Noometry coding category.
How many benchmarks do Amazon Nova Micro and Phi 3 Mini 4k Instruct June 2024 share?
15 benchmarks have published results for both models. Amazon Nova Micro has 32 scored results on Noometry and Phi 3 Mini 4k Instruct June 2024 has 15.