Model comparison
Claude 3.5 Sonnet vs Nemotron 4 340b Instruct
Claude 3.5 Sonnet and Nemotron 4 340b Instruct score almost the same on the Noometry Index (34.4 vs 35.3), so choose on price, context window or the category you care about most.
Last verified . 17 shared benchmarks.
NVIDIASummary
- They share 17 benchmarks with published results for both. Claude 3.5 Sonnet scores higher in 6 categories and Nemotron 4 340b Instruct in 2 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in math, where Nemotron 4 340b Instruct leads 31.7 to 18.0.
- Nemotron 4 340b Instruct has downloadable open weights; the other is API-only.
Side by side
| Claude 3.5 Sonnet | Nemotron 4 340b Instruct | |
|---|---|---|
| Provider | Anthropic | NVIDIA |
| Noometry Index | 34.4 | 35.3 |
| Released | 2024-06-20 | 2024-06-14 |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 60 | 17 |
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Category by category
Coding Claude 3.5 Sonnet leads
Claude 3.5 Sonnet: 39.5 (#145), Nemotron 4 340b Instruct: 34.6 (#223)
| Benchmark | Claude 3.5 Sonnet | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Coding | 1343 | 1209 |
| Aider Polyglot | 51.6% | — |
| GSO | 4.6% | — |
| WeirdML | 40% | — |
| BigCodeBench Instruct | 46.8% | — |
| LiveBench Coding | 67.1% | — |
| BigCodeBench Complete | 58.6% | — |
| CadEval | 48% | — |
| HumanEval+ | 81.7% | — |
| MBPP+ | 74.3% | — |
Agentic & Tool Use Not comparable
Claude 3.5 Sonnet: 32.1 (#61), Nemotron 4 340b Instruct: —
| Benchmark | Claude 3.5 Sonnet | Nemotron 4 340b Instruct |
|---|---|---|
| TheAgentCompany | 24% | — |
| Cybench | 17.5% | — |
| BALROG | 32.6% | — |
| METR Time Horizons | 45.2% | — |
Reasoning Too close to call
Claude 3.5 Sonnet: 22.5 (#176), Nemotron 4 340b Instruct: 22.4 (#180)
| Benchmark | Claude 3.5 Sonnet | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1305 | 1202 |
| SimpleBench | 41.4% | — |
| EnigmaEval | 0.9% | — |
| LiveBench Reasoning | 56.7% | — |
| DTBench | 67.8% | — |
| LiveBench Data Analysis | 55% | — |
| Epoch Capabilities Index | 133.55 | — |
| ForecastBench | 60.7 | — |
| LiveBench | 59% | — |
Math Nemotron 4 340b Instruct leads
Claude 3.5 Sonnet: 18.0 (#282), Nemotron 4 340b Instruct: 31.7 (#193)
| Benchmark | Claude 3.5 Sonnet | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Math | 1306 | 1216 |
| OTIS Mock AIME 2024-2025 | 8.5% | — |
| Omni-MATH | 27.6% | — |
| LiveBench Math | 52.3% | — |
| MATH Level 5 | 56.9% | — |
| FrontierMath (Feb 2025 set) | 2.1% | — |
| FrontierMath Tier 4 (v1) | 0% | — |
Knowledge Nemotron 4 340b Instruct leads
Claude 3.5 Sonnet: 28.5 (#236), Nemotron 4 340b Instruct: 31.4 (#212)
| Benchmark | Claude 3.5 Sonnet | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Expert | 1264 | 1171 |
| GPQA Diamond | 55.3% | — |
| Humanity's Last Exam | 4.1% | — |
| MMLU-Pro | 77.7% | — |
| Confabulations | 19.9% | — |
| GPQA (HELM) | 56.5% | — |
| MMLU | 87.3% | — |
Multimodal Not comparable
Claude 3.5 Sonnet: 26.0 (#115), Nemotron 4 340b Instruct: —
| Benchmark | Claude 3.5 Sonnet | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Vision | 1125 | — |
| Video-MME | 60% | — |
| GeoBench | 62% | — |
| VPCT | 33% | — |
Multilingual Claude 3.5 Sonnet leads
Claude 3.5 Sonnet: 43.4 (#180), Nemotron 4 340b Instruct: 38.0 (#228)
| Benchmark | Claude 3.5 Sonnet | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Non-English | 1283 | 1206 |
| LMArena Chinese | 1271 | 1214 |
| LMArena French | 1304 | 1196 |
| LMArena German | 1297 | 1192 |
| LMArena Japanese | 1234 | 1128 |
| LMArena Korean | 1200 | 1148 |
| LMArena Russian | 1305 | 1219 |
| LMArena Spanish | 1289 | 1195 |
Instruction Following Claude 3.5 Sonnet leads
Claude 3.5 Sonnet: 69.0 (#177), Nemotron 4 340b Instruct: 63.3 (#227)
| Benchmark | Claude 3.5 Sonnet | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Instruction Following | 1297 | 1203 |
| LiveBench Instruction Following | 69.3% | — |
| IFEval | 85.5% | — |
Long Context Claude 3.5 Sonnet leads
Claude 3.5 Sonnet: 39.9 (#162), Nemotron 4 340b Instruct: 37.1 (#216)
| Benchmark | Claude 3.5 Sonnet | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Longer Query | 1311 | 1225 |
Writing & Preference Claude 3.5 Sonnet leads
Claude 3.5 Sonnet: 53.0 (#159), Nemotron 4 340b Instruct: 42.9 (#229)
| Benchmark | Claude 3.5 Sonnet | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Text | 1298 | 1225 |
| LMArena Creative Writing | 1292 | 1203 |
| LMArena Multi-Turn | 1326 | 1214 |
| Short-Story Creative Writing | 80.3% | — |
| EQ-Bench Creative Writing | 1451 | — |
| WildBench | 79.2% | — |
| LiveBench Language | 53.8% | — |
Frequently asked questions
Is Claude 3.5 Sonnet better than Nemotron 4 340b Instruct?
Claude 3.5 Sonnet and Nemotron 4 340b Instruct score almost the same on the Noometry Index (34.4 vs 35.3), so choose on price, context window or the category you care about most.
Is Claude 3.5 Sonnet or Nemotron 4 340b Instruct better for coding?
Claude 3.5 Sonnet scores higher on coding benchmarks: 39.5 versus 34.6 in the Noometry coding category.
How many benchmarks do Claude 3.5 Sonnet and Nemotron 4 340b Instruct share?
17 benchmarks have published results for both models. Claude 3.5 Sonnet has 60 scored results on Noometry and Nemotron 4 340b Instruct has 17.