# Nemotron 3 Ultra vs Qwen3 Coder Next

> Nemotron 3 Ultra is the stronger model overall, scoring 44.7 to 33.8 on the Noometry Index. Qwen3 Coder Next costs 3.6× less per token, which makes it the better buy when Nemotron 3 Ultra's lead doesn't matter for your workload.

- Canonical page: https://noometry.com/compare/nemotron-3-ultra-vs-qwen3-coder-next
- Last updated: 2026-10-10
- Shared benchmarks: 3

## Summary

- They share 3 benchmarks with published results for both. Nemotron 3 Ultra scores higher in 2 categories and Qwen3 Coder Next in 0 categories; 2 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Nemotron 3 Ultra leads 30.3 to 21.7.
- The biggest single-benchmark swing is WeirdML: 43.5% for Nemotron 3 Ultra and 34.4% for Qwen3 Coder Next.
- Qwen3 Coder Next is cheaper at $0.12 / $0.80 per million input/output tokens, against $0.60 / $2.40 for Nemotron 3 Ultra.

## Snapshot

| | Nemotron 3 Ultra | Qwen3 Coder Next |
|---|---|---|
| Provider | NVIDIA | Alibaba (Qwen) |
| Noometry Index | 44.7 | 33.8 |
| Rank | 71 | 229 |
| Context | 262K | 262K |
| Input $/M | $0.60 | $0.12 |
| Output $/M | $2.40 | $0.80 |
| Weights | Open | Open |

## Coding

- Nemotron 3 Ultra: 37.7 (#174)
- Qwen3 Coder Next: 35.8 (#206)

| Benchmark | Nemotron 3 Ultra | Qwen3 Coder Next |
|---|---|---|
| SciCode | 40.3% | 32.3% |
| WeirdML | 43.5% | 34.4% |
| FrontierCode | 13.6% | — |
| LMArena Coding | 1468 | — |

## Reasoning

- Nemotron 3 Ultra: 30.3 (#78)
- Qwen3 Coder Next: 21.7 (#191)

| Benchmark | Nemotron 3 Ultra | Qwen3 Coder Next |
|---|---|---|
| CritPt | 3.1% | 0% |
| Chess Puzzles | 12% | — |
| LMArena Hard Prompts | 1452 | — |
| Mystery Game Puzzles | 20% | — |
| DTBench | 90.1% | — |
| LMCA | 36.9% | — |
| Epoch Capabilities Index | 146.2 | — |

## Math

- Nemotron 3 Ultra: 34.4 (#160)
- Qwen3 Coder Next: —

| Benchmark | Nemotron 3 Ultra | Qwen3 Coder Next |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 86.7% | — |
| ProofBench | 2% | — |
| LMArena Math | 1456 | — |

## Knowledge

- Nemotron 3 Ultra: 52.5 (#56)
- Qwen3 Coder Next: —

| Benchmark | Nemotron 3 Ultra | Qwen3 Coder Next |
|---|---|---|
| GPQA Diamond | 85.4% | — |
| LMArena Expert | 1472 | — |

## Multilingual

- Nemotron 3 Ultra: 53.7 (#61)
- Qwen3 Coder Next: —

| Benchmark | Nemotron 3 Ultra | Qwen3 Coder Next |
|---|---|---|
| LMArena Non-English | 1427 | — |
| LMArena Chinese | 1498 | — |
| LMArena French | 1475 | — |
| LMArena German | 1471 | — |
| LMArena Korean | 1387 | — |
| LMArena Russian | 1415 | — |
| LMArena Spanish | 1452 | — |

## Instruction Following

- Nemotron 3 Ultra: 74.9 (#84)
- Qwen3 Coder Next: —

| Benchmark | Nemotron 3 Ultra | Qwen3 Coder Next |
|---|---|---|
| LMArena Instruction Following | 1417 | — |

## Long Context

- Nemotron 3 Ultra: 43.9 (#77)
- Qwen3 Coder Next: —

| Benchmark | Nemotron 3 Ultra | Qwen3 Coder Next |
|---|---|---|
| LMArena Longer Query | 1437 | — |

## Writing & Preference

- Nemotron 3 Ultra: 66.3 (#35)
- Qwen3 Coder Next: —

| Benchmark | Nemotron 3 Ultra | Qwen3 Coder Next |
|---|---|---|
| LMArena Text | 1444 | — |
| LMArena Creative Writing | 1392 | — |
| EQ-Bench Creative Writing | 1692 | — |
| LMArena Multi-Turn | 1412 | — |

## FAQ

### Is Nemotron 3 Ultra better than Qwen3 Coder Next?

Nemotron 3 Ultra is the stronger model overall, scoring 44.7 to 33.8 on the Noometry Index. Qwen3 Coder Next costs 3.6× less per token, which makes it the better buy when Nemotron 3 Ultra's lead doesn't matter for your workload.

### Which is cheaper, Nemotron 3 Ultra or Qwen3 Coder Next?

Qwen3 Coder Next is cheaper. It lists at $0.12 per million input tokens and $0.80 per million output tokens; Nemotron 3 Ultra lists at $0.60 and $2.40.

### Is Nemotron 3 Ultra or Qwen3 Coder Next better for coding?

Nemotron 3 Ultra scores higher on coding benchmarks: 37.7 versus 35.8 in the Noometry coding category.

### Which has the bigger context window?

Both accept 262K tokens.

### How many benchmarks do Nemotron 3 Ultra and Qwen3 Coder Next share?

3 benchmarks have published results for both models. Nemotron 3 Ultra has 29 scored results on Noometry and Qwen3 Coder Next has 3.