Model comparison
Amazon Nova Lite vs Phi 3 Mini 4k Instruct June 2024
Amazon Nova Lite and Phi 3 Mini 4k Instruct June 2024 score almost the same on the Noometry Index (31.9 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 Lite 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 writing & preference, where Amazon Nova Lite leads 42.1 to 29.6.
- Phi 3 Mini 4k Instruct June 2024 has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Lite | Phi 3 Mini 4k Instruct June 2024 | |
|---|---|---|
| Provider | Amazon | Microsoft |
| Noometry Index | 31.9 | 31.3 |
| Released | 2024-12-03 | — |
| Weights | Proprietary | Open |
| Context window | 300K | — |
| Max output | 10K | — |
| Input $ / M tokens | $0.06 | — |
| Output $ / M tokens | $0.24 | — |
| Results tracked | 34 | 15 |
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Category by category
Coding Too close to call
Amazon Nova Lite: 32.5 (#270), Phi 3 Mini 4k Instruct June 2024: 31.8 (#279)
| Benchmark | Amazon Nova Lite | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Coding | 1239 | 1093 |
| LiveBench Coding | 27.5% | — |
| ALE-Bench | 236.25 | — |
Reasoning Phi 3 Mini 4k Instruct June 2024 leads
Amazon Nova Lite: 19.3 (#260), Phi 3 Mini 4k Instruct June 2024: 20.8 (#231)
| Benchmark | Amazon Nova Lite | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Hard Prompts | 1220 | 1087 |
| LiveBench Reasoning | 36.7% | — |
| LiveBench Data Analysis | 37.2% | — |
| LiveBench | 36.4% | — |
Math Phi 3 Mini 4k Instruct June 2024 leads
Amazon Nova Lite: 27.8 (#247), Phi 3 Mini 4k Instruct June 2024: 33.0 (#208)
| Benchmark | Amazon Nova Lite | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Math | 1227 | 1152 |
| Omni-MATH | 23.3% | — |
| LiveBench Math | 36.7% | — |
Knowledge Phi 3 Mini 4k Instruct June 2024 leads
Amazon Nova Lite: 26.3 (#259), Phi 3 Mini 4k Instruct June 2024: 28.6 (#244)
| Benchmark | Amazon Nova Lite | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Expert | 1201 | 1051 |
| Humanity's Last Exam | 3.6% | — |
| MMLU-Pro | 60% | — |
| Vectara Hallucination Rate | 6.1% | — |
| GPQA (HELM) | 39.7% | — |
| MMLU | 77% | — |
Multimodal Not comparable
Amazon Nova Lite: 25.5 (#123), Phi 3 Mini 4k Instruct June 2024: —
| Benchmark | Amazon Nova Lite | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Vision | 990 | — |
Multilingual Amazon Nova Lite leads
Amazon Nova Lite: 38.0 (#232), Phi 3 Mini 4k Instruct June 2024: 25.9 (#282)
| Benchmark | Amazon Nova Lite | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Non-English | 1208 | 1013 |
| LMArena Chinese | 1225 | 1033 |
| LMArena German | 1229 | 1031 |
| LMArena Japanese | 1153 | 954 |
| LMArena Korean | 1153 | 880 |
| LMArena Russian | 1216 | 1019 |
| LMArena French | 1237 | — |
| LMArena Spanish | 1226 | — |
Instruction Following Amazon Nova Lite leads
Amazon Nova Lite: 59.3 (#255), Phi 3 Mini 4k Instruct June 2024: 54.1 (#282)
| Benchmark | Amazon Nova Lite | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Instruction Following | 1205 | 1058 |
| LiveBench Instruction Following | 54.1% | — |
| IFEval | 77.6% | — |
Long Context Amazon Nova Lite leads
Amazon Nova Lite: 37.4 (#217), Phi 3 Mini 4k Instruct June 2024: 31.7 (#277)
| Benchmark | Amazon Nova Lite | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Longer Query | 1234 | 1042 |
Writing & Preference Amazon Nova Lite leads
Amazon Nova Lite: 42.1 (#237), Phi 3 Mini 4k Instruct June 2024: 29.6 (#294)
| Benchmark | Amazon Nova Lite | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Text | 1229 | 1080 |
| LMArena Creative Writing | 1197 | 1045 |
| LMArena Multi-Turn | 1199 | 1049 |
| WildBench | 75% | — |
| LiveBench Language | 25.9% | — |
Frequently asked questions
Is Amazon Nova Lite better than Phi 3 Mini 4k Instruct June 2024?
Amazon Nova Lite and Phi 3 Mini 4k Instruct June 2024 score almost the same on the Noometry Index (31.9 vs 31.3), so choose on price, context window or the category you care about most.
Is Amazon Nova Lite or Phi 3 Mini 4k Instruct June 2024 better for coding?
They score almost the same on coding (32.5 vs 31.8); test both on your own repository before choosing.
How many benchmarks do Amazon Nova Lite and Phi 3 Mini 4k Instruct June 2024 share?
15 benchmarks have published results for both models. Amazon Nova Lite has 34 scored results on Noometry and Phi 3 Mini 4k Instruct June 2024 has 15.