Model comparison
Amazon Nova Lite vs Nemotron 4 340b Instruct
Nemotron 4 340b Instruct is the stronger model overall, scoring 35.9 to 31.9 on the Noometry Index.
Last verified . 17 shared benchmarks.
Summary
- They share 17 benchmarks with published results for both. Amazon Nova Lite scores higher in 2 categories and Nemotron 4 340b Instruct in 6 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in math, where Nemotron 4 340b Instruct leads 34.3 to 27.8.
- Nemotron 4 340b Instruct has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Lite | Nemotron 4 340b Instruct | |
|---|---|---|
| Provider | Amazon | NVIDIA |
| Noometry Index | 31.9 | 35.9 |
| Released | 2024-12-03 | 2024-06-14 |
| Weights | Proprietary | Open |
| Context window | 300K | — |
| Max output | 10K | — |
| Input $ / M tokens | $0.06 | — |
| Output $ / M tokens | $0.24 | — |
| Results tracked | 34 | 17 |
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Category by category
Coding Nemotron 4 340b Instruct leads
Amazon Nova Lite: 32.5 (#270), Nemotron 4 340b Instruct: 35.2 (#228)
| Benchmark | Amazon Nova Lite | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Coding | 1239 | 1209 |
| LiveBench Coding | 27.5% | — |
| ALE-Bench | 236.25 | — |
Reasoning Nemotron 4 340b Instruct leads
Amazon Nova Lite: 19.3 (#260), Nemotron 4 340b Instruct: 23.4 (#178)
| Benchmark | Amazon Nova Lite | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1220 | 1202 |
| LiveBench Reasoning | 36.7% | — |
| LiveBench Data Analysis | 37.2% | — |
| LiveBench | 36.4% | — |
Math Nemotron 4 340b Instruct leads
Amazon Nova Lite: 27.8 (#247), Nemotron 4 340b Instruct: 34.3 (#195)
| Benchmark | Amazon Nova Lite | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Math | 1227 | 1216 |
| Omni-MATH | 23.3% | — |
| LiveBench Math | 36.7% | — |
Knowledge Nemotron 4 340b Instruct leads
Amazon Nova Lite: 26.3 (#259), Nemotron 4 340b Instruct: 32.0 (#216)
| Benchmark | Amazon Nova Lite | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Expert | 1201 | 1171 |
| 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), Nemotron 4 340b Instruct: —
| Benchmark | Amazon Nova Lite | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Vision | 990 | — |
Multilingual Too close to call
Amazon Nova Lite: 38.0 (#232), Nemotron 4 340b Instruct: 37.9 (#233)
| Benchmark | Amazon Nova Lite | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Non-English | 1208 | 1206 |
| LMArena Chinese | 1225 | 1214 |
| LMArena French | 1237 | 1197 |
| LMArena German | 1229 | 1192 |
| LMArena Japanese | 1153 | 1128 |
| LMArena Korean | 1153 | 1148 |
| LMArena Russian | 1216 | 1219 |
| LMArena Spanish | 1226 | 1195 |
Instruction Following Nemotron 4 340b Instruct leads
Amazon Nova Lite: 59.3 (#255), Nemotron 4 340b Instruct: 63.1 (#232)
| Benchmark | Amazon Nova Lite | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Instruction Following | 1205 | 1203 |
| LiveBench Instruction Following | 54.1% | — |
| IFEval | 77.6% | — |
Long Context Too close to call
Amazon Nova Lite: 37.4 (#217), Nemotron 4 340b Instruct: 37.1 (#221)
| Benchmark | Amazon Nova Lite | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Longer Query | 1234 | 1225 |
Writing & Preference Too close to call
Amazon Nova Lite: 42.1 (#237), Nemotron 4 340b Instruct: 42.7 (#233)
| Benchmark | Amazon Nova Lite | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Text | 1229 | 1225 |
| LMArena Creative Writing | 1197 | 1203 |
| LMArena Multi-Turn | 1199 | 1214 |
| WildBench | 75% | — |
| LiveBench Language | 25.9% | — |
Frequently asked questions
Is Amazon Nova Lite better than Nemotron 4 340b Instruct?
Nemotron 4 340b Instruct is the stronger model overall, scoring 35.9 to 31.9 on the Noometry Index.
Is Amazon Nova Lite or Nemotron 4 340b Instruct better for coding?
Nemotron 4 340b Instruct scores higher on coding benchmarks: 35.2 versus 32.5 in the Noometry coding category.
How many benchmarks do Amazon Nova Lite and Nemotron 4 340b Instruct share?
17 benchmarks have published results for both models. Amazon Nova Lite has 34 scored results on Noometry and Nemotron 4 340b Instruct has 17.