Compare · ModelsLive · 2 picked · head to head
Nemotron 3 Ultra vs Qwen3 235B A22B Instruct 2507
Side by side · benchmarks, pricing, and signals you can act on.
Winner summary
Nemotron 3 Ultra wins on 7/11 benchmarks
Nemotron 3 Ultra wins 7 of 11 shared benchmarks. Leads in general · coding · language.
Category leads
general·Nemotron 3 Ultracoding·Nemotron 3 Ultrareasoning·Qwen3 235B A22B Instruct 2507language·Nemotron 3 Ultramath·Qwen3 235B A22B Instruct 2507knowledge·Nemotron 3 Ultra
Hype vs Reality
Attention vs performance
Nemotron 3 Ultra
#167 by perf·#8 by attention
Qwen3 235B A22B Instruct 2507
#143 by perf·#2 by attention
Best value
Qwen3 235B A22B Instruct 2507
5.0x better value than Nemotron 3 Ultra
Nemotron 3 Ultra
30.0 pts/$
$1.50/M
Qwen3 235B A22B Instruct 2507
150.9 pts/$
$0.32/M
Vendor risk
Who is behind the model
NVIDIA
$5.24T·Big Tech
Alibaba (Qwen)
$293.0B·Tier 1
Head to head
11 benchmarks · 2 models
Nemotron 3 UltraQwen3 235B A22B Instruct 2507
Dtbench
Nemotron 3 Ultra leads by +19.5
Nemotron 3 Ultra
83.5
Qwen3 235B A22B Instruct 2507
64.0
LiveBench · Agentic Coding
Nemotron 3 Ultra leads by +33.3
Nemotron 3 Ultra
46.7
Qwen3 235B A22B Instruct 2507
13.3
LiveBench · Coding
Nemotron 3 Ultra leads by +1.7
Nemotron 3 Ultra
71.3
Qwen3 235B A22B Instruct 2507
69.6
LiveBench · Data Analysis
Qwen3 235B A22B Instruct 2507 leads by +2.7
Nemotron 3 Ultra
42.0
Qwen3 235B A22B Instruct 2507
44.7
LiveBench · If
Nemotron 3 Ultra leads by +36.5
Nemotron 3 Ultra
58.2
Qwen3 235B A22B Instruct 2507
21.7
LiveBench · Language
Qwen3 235B A22B Instruct 2507 leads by +13.9
Nemotron 3 Ultra
52.2
Qwen3 235B A22B Instruct 2507
66.1
LiveBench · Mathematics
Qwen3 235B A22B Instruct 2507 leads by +13.5
Nemotron 3 Ultra
54.5
Qwen3 235B A22B Instruct 2507
68.0
LiveBench · Overall
Nemotron 3 Ultra leads by +2.9
Nemotron 3 Ultra
51.8
Qwen3 235B A22B Instruct 2507
48.8
LiveBench · Reasoning
Qwen3 235B A22B Instruct 2507 leads by +20.9
Nemotron 3 Ultra
37.5
Qwen3 235B A22B Instruct 2507
58.4
Lmca
Nemotron 3 Ultra leads by +15.7
Nemotron 3 Ultra
43.4
Qwen3 235B A22B Instruct 2507
27.7
WeirdML
Nemotron 3 Ultra leads by +4.8
WeirdML · tests models on unusual and adversarial machine learning tasks that require creative problem-solving beyond standard patterns.
Nemotron 3 Ultra
43.5
Qwen3 235B A22B Instruct 2507
38.7
Full benchmark table
| Benchmark | Nemotron 3 Ultra | Qwen3 235B A22B Instruct 2507 |
|---|---|---|
Dtbench | 83.5 | 64.0 |
LiveBench · Agentic Coding | 46.7 | 13.3 |
LiveBench · Coding | 71.3 | 69.6 |
LiveBench · Data Analysis | 42.0 | 44.7 |
LiveBench · If | 58.2 | 21.7 |
LiveBench · Language | 52.2 | 66.1 |
LiveBench · Mathematics | 54.5 | 68.0 |
LiveBench · Overall | 51.8 | 48.8 |
LiveBench · Reasoning | 37.5 | 58.4 |
Lmca | 43.4 | 27.7 |
WeirdML WeirdML · tests models on unusual and adversarial machine learning tasks that require creative problem-solving beyond standard patterns. | 43.5 | 38.7 |
Pricing · per 1M tokens · projected $/mo at 10M tokens
| Model | Input | Output | Context | Projected $/mo |
|---|---|---|---|---|
| $0.60 | $2.40 | 262K tokens (~131 books) | $10.50 | |
| $0.09 | $0.55 | 262K tokens (~131 books) | $2.05 |