Model comparison
Amazon Nova Lite vs Llama 3.1 Nemotron 51b Instruct
Llama 3.1 Nemotron 51b Instruct is the stronger model overall, scoring 35.9 to 31.9 on the Noometry Index.
Last verified . 12 shared benchmarks.
NVIDIASummary
- They share 12 benchmarks with published results for both. Amazon Nova Lite scores higher in 2 categories and Llama 3.1 Nemotron 51b Instruct in 6 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in math, where Llama 3.1 Nemotron 51b Instruct leads 34.6 to 27.8.
- Llama 3.1 Nemotron 51b Instruct has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Lite | Llama 3.1 Nemotron 51b Instruct | |
|---|---|---|
| Provider | Amazon | NVIDIA |
| Noometry Index | 31.9 | 35.9 |
| 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 | 12 |
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Category by category
Coding Llama 3.1 Nemotron 51b Instruct leads
Amazon Nova Lite: 32.5 (#270), Llama 3.1 Nemotron 51b Instruct: 35.6 (#222)
| Benchmark | Amazon Nova Lite | Llama 3.1 Nemotron 51b Instruct |
|---|---|---|
| LMArena Coding | 1239 | 1223 |
| LiveBench Coding | 27.5% | — |
| ALE-Bench | 236.25 | — |
Reasoning Llama 3.1 Nemotron 51b Instruct leads
Amazon Nova Lite: 19.3 (#260), Llama 3.1 Nemotron 51b Instruct: 23.5 (#177)
| Benchmark | Amazon Nova Lite | Llama 3.1 Nemotron 51b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1220 | 1203 |
| LiveBench Reasoning | 36.7% | — |
| LiveBench Data Analysis | 37.2% | — |
| LiveBench | 36.4% | — |
Math Llama 3.1 Nemotron 51b Instruct leads
Amazon Nova Lite: 27.8 (#247), Llama 3.1 Nemotron 51b Instruct: 34.6 (#193)
| Benchmark | Amazon Nova Lite | Llama 3.1 Nemotron 51b Instruct |
|---|---|---|
| LMArena Math | 1227 | 1230 |
| Omni-MATH | 23.3% | — |
| LiveBench Math | 36.7% | — |
Knowledge Llama 3.1 Nemotron 51b Instruct leads
Amazon Nova Lite: 26.3 (#259), Llama 3.1 Nemotron 51b Instruct: 31.9 (#218)
| Benchmark | Amazon Nova Lite | Llama 3.1 Nemotron 51b Instruct |
|---|---|---|
| LMArena Expert | 1201 | 1167 |
| 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), Llama 3.1 Nemotron 51b Instruct: —
| Benchmark | Amazon Nova Lite | Llama 3.1 Nemotron 51b Instruct |
|---|---|---|
| LMArena Vision | 990 | — |
Multilingual Amazon Nova Lite leads
Amazon Nova Lite: 38.0 (#232), Llama 3.1 Nemotron 51b Instruct: 36.1 (#241)
| Benchmark | Amazon Nova Lite | Llama 3.1 Nemotron 51b Instruct |
|---|---|---|
| LMArena Non-English | 1208 | 1181 |
| LMArena Chinese | 1225 | 1180 |
| LMArena Russian | 1216 | 1187 |
| LMArena French | 1237 | — |
| LMArena German | 1229 | — |
| LMArena Japanese | 1153 | — |
| LMArena Korean | 1153 | — |
| LMArena Spanish | 1226 | — |
Instruction Following Llama 3.1 Nemotron 51b Instruct leads
Amazon Nova Lite: 59.3 (#255), Llama 3.1 Nemotron 51b Instruct: 62.9 (#233)
| Benchmark | Amazon Nova Lite | Llama 3.1 Nemotron 51b Instruct |
|---|---|---|
| LMArena Instruction Following | 1205 | 1201 |
| LiveBench Instruction Following | 54.1% | — |
| IFEval | 77.6% | — |
Long Context Too close to call
Amazon Nova Lite: 37.4 (#217), Llama 3.1 Nemotron 51b Instruct: 36.5 (#230)
| Benchmark | Amazon Nova Lite | Llama 3.1 Nemotron 51b Instruct |
|---|---|---|
| LMArena Longer Query | 1234 | 1205 |
Writing & Preference Llama 3.1 Nemotron 51b Instruct leads
Amazon Nova Lite: 42.1 (#237), Llama 3.1 Nemotron 51b Instruct: 43.4 (#229)
| Benchmark | Amazon Nova Lite | Llama 3.1 Nemotron 51b Instruct |
|---|---|---|
| LMArena Text | 1229 | 1228 |
| LMArena Creative Writing | 1197 | 1213 |
| LMArena Multi-Turn | 1199 | 1227 |
| WildBench | 75% | — |
| LiveBench Language | 25.9% | — |
Frequently asked questions
Is Amazon Nova Lite better than Llama 3.1 Nemotron 51b Instruct?
Llama 3.1 Nemotron 51b Instruct is the stronger model overall, scoring 35.9 to 31.9 on the Noometry Index.
Is Amazon Nova Lite or Llama 3.1 Nemotron 51b Instruct better for coding?
Llama 3.1 Nemotron 51b Instruct scores higher on coding benchmarks: 35.6 versus 32.5 in the Noometry coding category.
How many benchmarks do Amazon Nova Lite and Llama 3.1 Nemotron 51b Instruct share?
12 benchmarks have published results for both models. Amazon Nova Lite has 34 scored results on Noometry and Llama 3.1 Nemotron 51b Instruct has 12.