NVIDIA, open weights
Nemotron 4 340b Instruct
Nemotron 4 340b Instruct by NVIDIA ranks 223rd of 354 ranked models on the Noometry Index as of October 2026, with a score of 35.9. Its strongest category is reasoning, where it ranks 178th.
Last verified
Specifications
- Noometry rank
- #223 of 354
- Index score
- 35.9
- Evidence
- Confirmed 17 results
- Provider
NVIDIA- Released
- June 14, 2024
- Weights
- Open weights
- Reasoning
- Unknown
- Context window
- —
- Max output
- —
- Input price
- Not listed
- Output price
- Not listed
- Blended price
- Not listed
- Output speed
- Not measured
- Value
- Not ranked
- Knowledge cutoff
- Unknown
Category scores
Each category score combines every public result we have in that category.
- Coding 35.2
- Reasoning 23.4
- Math 34.3
- Knowledge 32.0
- Multilingual 37.9
- Instruction Following 63.1
- Long Context 37.1
- Writing & Preference 42.7
| Category | Score | Rank | Results |
|---|---|---|---|
| Coding | 35.2 | #228 | 1 |
| Reasoning | 23.4 | #178 | 1 |
| Math | 34.3 | #195 | 1 |
| Knowledge | 32.0 | #216 | 1 |
| Multilingual | 37.9 | #233 | 1 |
| Instruction Following | 63.1 | #232 | 1 |
| Long Context | 37.1 | #221 | 1 |
| Writing & Preference | 42.7 | #233 | 3 |
Strengths and weaknesses
Categories where Nemotron 4 340b Instruct places highest and lowest among the models ranked in each, with its score against that category's median.
Strongest categories
Weakest categories
| Category | Score | vs median | Rank |
|---|---|---|---|
| Multilingual | 37.9 | −9.5 | #233 of 297, top 79% |
| Instruction Following | 63.1 | −8.2 | #232 of 305, top 77% |
| Writing & Preference | 42.7 | −11.1 | #233 of 312, top 75% |
Closest competitors
The models ranked just above and below Nemotron 4 340b Instruct. When scores are this close, price and speed are often the better way to choose.
| Model | Rank | Score | Blended $/M | Speed | |
|---|---|---|---|---|---|
| GPT-4.1 | #219 | 35.9 | $3.50 | 116 | Compare |
| Deepseek Coder v2 | #220 | 35.9 | — | — | Compare |
| C4ai Aya Expanse 32b | #221 | 35.9 | — | — | Compare |
| Llama 3.1 Nemotron 51b Instruct | #222 | 35.9 | — | — | Compare |
| Llama 3.1 Tulu 3 8b | #224 | 35.7 | — | — | Compare |
| Qwen3 14B | #225 | 35.5 | $0.61 | 79 | Compare |
| DeepSeek-R1-Distill-Qwen-32B | #226 | 35.5 | — | — | Compare |
| Magistral Medium | #227 | 35.2 | $2.75 | 0 | Compare |
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Benchmark results
Every published result we track, with its source. Bold rows are the ones used for ranking; where several exist we prefer independent runs over self-reported numbers.
Coding
| Benchmark | Score | Position | Setting | Source | Date |
|---|---|---|---|---|---|
| LMArena Coding | 1209 | #238 of 294, top 81% | LMArena | 2026-10-08 |
Reasoning
| Benchmark | Score | Position | Setting | Source | Date |
|---|---|---|---|---|---|
| LMArena Hard Prompts | 1202 | #236 of 297, top 80% | LMArena | 2026-10-08 |
Math
| Benchmark | Score | Position | Setting | Source | Date |
|---|---|---|---|---|---|
| LMArena Math | 1216 | #226 of 285, top 80% | LMArena | 2026-10-08 |
Knowledge
| Benchmark | Score | Position | Setting | Source | Date |
|---|---|---|---|---|---|
| LMArena Expert | 1171 | #230 of 273, top 85% | LMArena | 2026-10-08 |
Multilingual
| Benchmark | Score | Position | Setting | Source | Date |
|---|---|---|---|---|---|
| LMArena Non-English | 1206 | #233 of 297, top 79% | LMArena | 2026-10-08 | |
| LMArena Chinese | 1214 | #226 of 285, top 80% | LMArena | 2026-10-08 | |
| LMArena French | 1197 | #193 of 223, top 87% | LMArena | 2026-10-08 | |
| LMArena German | 1192 | #194 of 231, top 84% | LMArena | 2026-10-08 | |
| LMArena Japanese | 1128 | #181 of 211, top 86% | LMArena | 2026-10-08 | |
| LMArena Korean | 1148 | #179 of 213, top 85% | LMArena | 2026-10-08 | |
| LMArena Russian | 1219 | #228 of 283, top 81% | LMArena | 2026-10-08 | |
| LMArena Spanish | 1195 | #195 of 226, top 87% | LMArena | 2026-10-08 |
Instruction Following
| Benchmark | Score | Position | Setting | Source | Date |
|---|---|---|---|---|---|
| LMArena Instruction Following | 1203 | #233 of 298, top 79% | LMArena | 2026-10-08 |
Long Context
| Benchmark | Score | Position | Setting | Source | Date |
|---|---|---|---|---|---|
| LMArena Longer Query | 1225 | #232 of 291, top 80% | LMArena | 2026-10-08 |
Writing & Preference
| Benchmark | Score | Position | Setting | Source | Date |
|---|---|---|---|---|---|
| LMArena Text | 1225 | #235 of 297, top 80% | LMArena | 2026-10-08 | |
| LMArena Creative Writing | 1203 | #231 of 295, top 79% | LMArena | 2026-10-08 | |
| LMArena Multi-Turn | 1214 | #234 of 295, top 80% | LMArena | 2026-10-08 |
Compare Nemotron 4 340b Instruct
- Nemotron 4 340b Instruct vs Llama 3.1 Nemotron 51b Instruct
- Nemotron 4 340b Instruct vs Llama 3.1 Tulu 3 8b
- Nemotron 4 340b Instruct vs C4ai Aya Expanse 32b
- Nemotron 4 340b Instruct vs Qwen3 14B
- Nemotron 4 340b Instruct vs Deepseek Coder v2
- Nemotron 4 340b Instruct vs DeepSeek-R1-Distill-Qwen-32B
- Nemotron 4 340b Instruct vs GPT-6 Astra
- Nemotron 4 340b Instruct vs Claude Fable 5.1
- Nemotron 4 340b Instruct vs Gemini 3.8 Flash
- Nemotron 4 340b Instruct vs Kimi K3
- Nemotron 4 340b Instruct vs Grok 4.6
- Nemotron 4 340b Instruct vs Qwen3.8 Max
- Nemotron 4 340b Instruct vs GLM-5.3
- Nemotron 4 340b Instruct vs Muse Spark 1.3
Frequently asked questions
How good is Nemotron 4 340b Instruct?
Nemotron 4 340b Instruct by NVIDIA ranks 223rd of 354 ranked models on the Noometry Index as of October 2026, with a score of 35.9. Its strongest category is reasoning, where it ranks 178th.
Is Nemotron 4 340b Instruct open source?
Yes. Nemotron 4 340b Instruct's weights are downloadable; check the license for commercial terms.
What are Nemotron 4 340b Instruct's strengths and weaknesses?
Relative to other ranked models, Nemotron 4 340b Instruct places best in reasoning, math, coding and lowest in multilingual, instruction following, writing & preference.
What is Nemotron 4 340b Instruct best at?
Its best category is reasoning, where it ranks 178th on Noometry.