# Nemotron 4 340b Instruct vs o1

> o1 is the stronger model overall, scoring 40.9 to 35.9 on the Noometry Index.

- Canonical page: https://noometry.com/compare/nemotron-4-340b-instruct-vs-o1
- Last updated: 2026-10-11
- Shared benchmarks: 17

## Summary

- They share 17 benchmarks with published results for both. Nemotron 4 340b Instruct scores higher in 0 categories and o1 in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in long context, where o1 leads 50.3 to 37.1.
- Nemotron 4 340b Instruct has downloadable open weights; the other is API-only.

## Snapshot

| | Nemotron 4 340b Instruct | o1 |
|---|---|---|
| Provider | NVIDIA | OpenAI |
| Noometry Index | 35.9 | 40.9 |
| Rank | 223 | 143 |
| Context | — | 200K |
| Input $/M | — | $15 |
| Output $/M | — | $60 |
| Weights | Open | Proprietary |

## Coding

- Nemotron 4 340b Instruct: 35.2 (#228)
- o1: 46.1 (#70)

| Benchmark | Nemotron 4 340b Instruct | o1 |
|---|---|---|
| LMArena Coding | 1209 | 1367 |
| Aider Polyglot | — | 61.7% |
| WeirdML | — | 47.6% |
| LiveBench Coding | — | 69.7% |
| CadEval | — | 56% |
| HumanEval+ | — | 89% |
| MBPP+ | — | 80.2% |

## Agentic & Tool Use

- Nemotron 4 340b Instruct: —
- o1: 24.6 (#117)

| Benchmark | Nemotron 4 340b Instruct | o1 |
|---|---|---|
| Cybench | — | 10% |
| METR Time Horizons | — | 51.1% |

## Reasoning

- Nemotron 4 340b Instruct: 23.4 (#178)
- o1: 27.9 (#111)

| Benchmark | Nemotron 4 340b Instruct | o1 |
|---|---|---|
| LMArena Hard Prompts | 1202 | 1371 |
| SimpleBench | — | 41.7% |
| ARC-AGI-1 | — | 30.7% |
| Chess Puzzles | — | 15% |
| EnigmaEval | — | 5.7% |
| LiveBench Reasoning | — | 91.6% |
| DTBench | — | 74.7% |
| LiveBench Data Analysis | — | 65.5% |
| LMCA | — | 22.3% |
| Epoch Capabilities Index | — | 141.91 |
| LiveBench | — | 75.7% |

## Math

- Nemotron 4 340b Instruct: 34.3 (#195)
- o1: 36.1 (#175)

| Benchmark | Nemotron 4 340b Instruct | o1 |
|---|---|---|
| LMArena Math | 1216 | 1388 |
| FrontierMath (Tiers 1-3) | — | 14.7% |
| OTIS Mock AIME 2024-2025 | — | 73.3% |
| LiveBench Math | — | 80.3% |
| MATH Level 5 | — | 94.7% |
| FrontierMath (Feb 2025 set) | — | 9.3% |

## Knowledge

- Nemotron 4 340b Instruct: 32.0 (#216)
- o1: 41.5 (#110)

| Benchmark | Nemotron 4 340b Instruct | o1 |
|---|---|---|
| LMArena Expert | 1171 | 1361 |
| GPQA Diamond | — | 76.8% |
| Humanity's Last Exam | — | 8% |
| SimpleQA Verified | — | 41.1% |
| Confabulations | — | 11.7% |

## Multimodal

- Nemotron 4 340b Instruct: —
- o1: 34.2 (#93)

| Benchmark | Nemotron 4 340b Instruct | o1 |
|---|---|---|
| LMArena Vision | — | 1168 |
| GeoBench | — | 80% |
| VPCT | — | 37% |
| SpatialViz-Bench | — | 41.4% |

## Multilingual

- Nemotron 4 340b Instruct: 37.9 (#233)
- o1: 48.6 (#142)

| Benchmark | Nemotron 4 340b Instruct | o1 |
|---|---|---|
| LMArena Non-English | 1206 | 1358 |
| LMArena Chinese | 1214 | 1394 |
| LMArena French | 1197 | 1344 |
| LMArena German | 1192 | 1337 |
| LMArena Japanese | 1128 | 1346 |
| LMArena Korean | 1148 | 1396 |
| LMArena Russian | 1219 | 1356 |
| LMArena Spanish | 1195 | 1345 |

## Instruction Following

- Nemotron 4 340b Instruct: 63.1 (#232)
- o1: 74.8 (#86)

| Benchmark | Nemotron 4 340b Instruct | o1 |
|---|---|---|
| LMArena Instruction Following | 1203 | 1367 |
| LiveBench Instruction Following | — | 81.5% |

## Long Context

- Nemotron 4 340b Instruct: 37.1 (#221)
- o1: 50.3 (#9)

| Benchmark | Nemotron 4 340b Instruct | o1 |
|---|---|---|
| LMArena Longer Query | 1225 | 1378 |
| Fiction.LiveBench | — | 83.3% |

## Writing & Preference

- Nemotron 4 340b Instruct: 42.7 (#233)
- o1: 55.6 (#144)

| Benchmark | Nemotron 4 340b Instruct | o1 |
|---|---|---|
| LMArena Text | 1225 | 1366 |
| LMArena Creative Writing | 1203 | 1348 |
| LMArena Multi-Turn | 1214 | 1369 |
| Short-Story Creative Writing | — | 70.2% |
| LiveBench Language | — | 65.4% |

## FAQ

### Is Nemotron 4 340b Instruct better than o1?

o1 is the stronger model overall, scoring 40.9 to 35.9 on the Noometry Index.

### Is Nemotron 4 340b Instruct or o1 better for coding?

o1 scores higher on coding benchmarks: 46.1 versus 35.2 in the Noometry coding category.

### How many benchmarks do Nemotron 4 340b Instruct and o1 share?

17 benchmarks have published results for both models. Nemotron 4 340b Instruct has 17 scored results on Noometry and o1 has 52.