Model comparison
Amazon Nova Lite vs Llama 13b
Amazon Nova Lite is the stronger model overall, scoring 31.9 to 24.4 on the Noometry Index.
Last verified . 9 shared benchmarks.
MetaSummary
- They share 9 benchmarks with published results for both. Amazon Nova Lite scores higher in 6 categories and Llama 13b in 0 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Amazon Nova Lite leads 42.1 to 13.8.
- Llama 13b has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Lite | Llama 13b | |
|---|---|---|
| Provider | Amazon | Meta |
| Noometry Index | 31.9 | 24.4 |
| Released | 2024-12-03 | 2023-02-24 |
| Weights | Proprietary | Open |
| Context window | 300K | — |
| Max output | 10K | — |
| Input $ / M tokens | $0.06 | — |
| Output $ / M tokens | $0.24 | — |
| Results tracked | 34 | 21 |
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Category by category
Coding Amazon Nova Lite leads
Amazon Nova Lite: 32.5 (#270), Llama 13b: 21.4 (#337)
| Benchmark | Amazon Nova Lite | Llama 13b |
|---|---|---|
| LMArena Coding | 1239 | 683 |
| LiveBench Coding | 27.5% | — |
| ALE-Bench | 236.25 | — |
Reasoning Amazon Nova Lite leads
Amazon Nova Lite: 19.3 (#260), Llama 13b: 14.0 (#329)
| Benchmark | Amazon Nova Lite | Llama 13b |
|---|---|---|
| LMArena Hard Prompts | 1220 | 728 |
| LiveBench Reasoning | 36.7% | — |
| LiveBench Data Analysis | 37.2% | — |
| BIG-Bench Hard | — | 37.9% |
| Epoch Capabilities Index | — | 100.58 |
| HellaSwag | — | 79.2% |
| LAMBADA | — | 75.2% |
| LiveBench | 36.4% | — |
| PIQA | — | 80.1% |
| WinoGrande | — | 73% |
Math Amazon Nova Lite leads
Amazon Nova Lite: 27.8 (#247), Llama 13b: 26.7 (#256)
| Benchmark | Amazon Nova Lite | Llama 13b |
|---|---|---|
| LMArena Math | 1227 | 838 |
| Omni-MATH | 23.3% | — |
| LiveBench Math | 36.7% | — |
| GSM8K | — | 20.6% |
Knowledge Not comparable
Amazon Nova Lite: 26.3 (#259), Llama 13b: —
| Benchmark | Amazon Nova Lite | Llama 13b |
|---|---|---|
| MMLU | 77% | 47.7% |
| Humanity's Last Exam | 3.6% | — |
| MMLU-Pro | 60% | — |
| Vectara Hallucination Rate | 6.1% | — |
| GPQA (HELM) | 39.7% | — |
| LMArena Expert | 1201 | — |
| ARC (AI2) Challenge | — | 52.7% |
| BoolQ | — | 78.7% |
| OpenBookQA | — | 56.4% |
| TriviaQA | — | 77.9% |
Multimodal Not comparable
Amazon Nova Lite: 25.5 (#123), Llama 13b: —
| Benchmark | Amazon Nova Lite | Llama 13b |
|---|---|---|
| LMArena Vision | 990 | — |
| ScienceQA | — | 43.3% |
Multilingual Amazon Nova Lite leads
Amazon Nova Lite: 38.0 (#232), Llama 13b: 16.6 (#297)
| Benchmark | Amazon Nova Lite | Llama 13b |
|---|---|---|
| LMArena Non-English | 1208 | 819 |
| LMArena Chinese | 1225 | — |
| LMArena French | 1237 | — |
| LMArena German | 1229 | — |
| LMArena Japanese | 1153 | — |
| LMArena Korean | 1153 | — |
| LMArena Russian | 1216 | — |
| LMArena Spanish | 1226 | — |
Instruction Following Amazon Nova Lite leads
Amazon Nova Lite: 59.3 (#255), Llama 13b: 36.7 (#305)
| Benchmark | Amazon Nova Lite | Llama 13b |
|---|---|---|
| LMArena Instruction Following | 1205 | 781 |
| LiveBench Instruction Following | 54.1% | — |
| IFEval | 77.6% | — |
Long Context Not comparable
Amazon Nova Lite: 37.4 (#217), Llama 13b: —
| Benchmark | Amazon Nova Lite | Llama 13b |
|---|---|---|
| LMArena Longer Query | 1234 | — |
Writing & Preference Amazon Nova Lite leads
Amazon Nova Lite: 42.1 (#237), Llama 13b: 13.8 (#312)
| Benchmark | Amazon Nova Lite | Llama 13b |
|---|---|---|
| LMArena Text | 1229 | 834 |
| LMArena Creative Writing | 1197 | 794 |
| LMArena Multi-Turn | 1199 | 753 |
| WildBench | 75% | — |
| LiveBench Language | 25.9% | — |
Frequently asked questions
Is Amazon Nova Lite better than Llama 13b?
Amazon Nova Lite is the stronger model overall, scoring 31.9 to 24.4 on the Noometry Index.
Is Amazon Nova Lite or Llama 13b better for coding?
Amazon Nova Lite scores higher on coding benchmarks: 32.5 versus 21.4 in the Noometry coding category.
How many benchmarks do Amazon Nova Lite and Llama 13b share?
9 benchmarks have published results for both models. Amazon Nova Lite has 34 scored results on Noometry and Llama 13b has 21.