Model comparison
Nemotron 4 340b Instruct vs o1-mini
Nemotron 4 340b Instruct is the stronger model overall, scoring 35.3 to 33.7 on the Noometry Index.
Last verified . 17 shared benchmarks.
NVIDIASummary
- They share 17 benchmarks with published results for both. Nemotron 4 340b Instruct scores higher in 1 category and o1-mini in 7 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Nemotron 4 340b Instruct leads 22.4 to 8.9.
- Nemotron 4 340b Instruct has downloadable open weights; the other is API-only.
Side by side
| Nemotron 4 340b Instruct | o1-mini | |
|---|---|---|
| Provider | NVIDIA | OpenAI |
| Noometry Index | 35.3 | 33.7 |
| Released | 2024-06-14 | 2024-09-12 |
| Weights | Open | Proprietary |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 17 | 39 |
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Category by category
Coding Too close to call
Nemotron 4 340b Instruct: 34.6 (#223), o1-mini: 35.1 (#218)
| Benchmark | Nemotron 4 340b Instruct | o1-mini |
|---|---|---|
| LMArena Coding | 1209 | 1362 |
| Aider Polyglot | — | 32.9% |
| WeirdML | — | 36.3% |
| LiveBench Coding | — | 48% |
| HumanEval+ | — | 89% |
| MBPP+ | — | 78.8% |
Agentic & Tool Use Not comparable
Nemotron 4 340b Instruct: —, o1-mini: 24.3 (#112)
| Benchmark | Nemotron 4 340b Instruct | o1-mini |
|---|---|---|
| Cybench | — | 10% |
Reasoning Nemotron 4 340b Instruct leads
Nemotron 4 340b Instruct: 22.4 (#180), o1-mini: 8.9 (#340)
| Benchmark | Nemotron 4 340b Instruct | o1-mini |
|---|---|---|
| LMArena Hard Prompts | 1202 | 1333 |
| ARC-AGI-2 | — | 0.8% |
| SimpleBench | — | 18.1% |
| ARC-AGI-1 | — | 14% |
| LiveBench Reasoning | — | 72.3% |
| LiveBench Data Analysis | — | 57.9% |
| Epoch Capabilities Index | — | 135.82 |
| LiveBench | — | 57.8% |
Math o1-mini leads
Nemotron 4 340b Instruct: 31.7 (#193), o1-mini: 33.7 (#168)
| Benchmark | Nemotron 4 340b Instruct | o1-mini |
|---|---|---|
| LMArena Math | 1216 | 1358 |
| OTIS Mock AIME 2024-2025 | — | 46.9% |
| LiveBench Math | — | 62% |
| MATH Level 5 | — | 89.2% |
| FrontierMath (Feb 2025 set) | — | 1.7% |
Knowledge o1-mini leads
Nemotron 4 340b Instruct: 31.4 (#212), o1-mini: 34.8 (#180)
| Benchmark | Nemotron 4 340b Instruct | o1-mini |
|---|---|---|
| LMArena Expert | 1171 | 1316 |
| GPQA Diamond | — | 62.4% |
| Confabulations | — | 18.6% |
Multilingual o1-mini leads
Nemotron 4 340b Instruct: 38.0 (#228), o1-mini: 43.8 (#177)
| Benchmark | Nemotron 4 340b Instruct | o1-mini |
|---|---|---|
| LMArena Non-English | 1206 | 1289 |
| LMArena Chinese | 1214 | 1314 |
| LMArena French | 1196 | 1292 |
| LMArena German | 1192 | 1278 |
| LMArena Japanese | 1128 | 1245 |
| LMArena Korean | 1148 | 1223 |
| LMArena Russian | 1219 | 1283 |
| LMArena Spanish | 1195 | 1302 |
Instruction Following o1-mini leads
Nemotron 4 340b Instruct: 63.3 (#227), o1-mini: 67.0 (#200)
| Benchmark | Nemotron 4 340b Instruct | o1-mini |
|---|---|---|
| LMArena Instruction Following | 1203 | 1304 |
| LiveBench Instruction Following | — | 65.4% |
Long Context o1-mini leads
Nemotron 4 340b Instruct: 37.1 (#216), o1-mini: 40.1 (#156)
| Benchmark | Nemotron 4 340b Instruct | o1-mini |
|---|---|---|
| LMArena Longer Query | 1225 | 1321 |
Writing & Preference o1-mini leads
Nemotron 4 340b Instruct: 42.9 (#229), o1-mini: 48.6 (#196)
| Benchmark | Nemotron 4 340b Instruct | o1-mini |
|---|---|---|
| LMArena Text | 1225 | 1317 |
| LMArena Creative Writing | 1203 | 1244 |
| LMArena Multi-Turn | 1214 | 1314 |
| Short-Story Creative Writing | — | 64.9% |
| LiveBench Language | — | 40.9% |
Frequently asked questions
Is Nemotron 4 340b Instruct better than o1-mini?
Nemotron 4 340b Instruct is the stronger model overall, scoring 35.3 to 33.7 on the Noometry Index.
Is Nemotron 4 340b Instruct or o1-mini better for coding?
They score almost the same on coding (34.6 vs 35.1); test both on your own repository before choosing.
How many benchmarks do Nemotron 4 340b Instruct and o1-mini share?
17 benchmarks have published results for both models. Nemotron 4 340b Instruct has 17 scored results on Noometry and o1-mini has 39.