Compare/Nemotron 3 Ultra 550B A55B (Reasoning) vs Qwen3 235B A22B (Non-reasoning)

Nemotron 3 Ultra 550B A55B (Reasoning)vsQwen3 235B A22B (Non-reasoning)

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

NVIDIA

Nemotron 3 Ultra 550B A55B (Reasoning)

Input
$0.675/M
Output
$2.675/M
Speed
179 tok/s
TTFT
0.92s
Alibaba

Qwen3 235B A22B (Non-reasoning)

Input
$0.7/M
Output
$2.8/M
Speed
64 tok/s
TTFT
1.26s

Winner by Category

Cheaper
Nemotron 3 Ultra 550B A55B (Reasoning)
Faster (tok/s)
Nemotron 3 Ultra 550B A55B (Reasoning)
Lower Latency
Nemotron 3 Ultra 550B A55B (Reasoning)
Benchmarks (7-5)
Nemotron 3 Ultra 550B A55B (Reasoning)

Pricing Comparison

MetricNemotron 3 Ultra 550B A55B (Reasoning)Qwen3 235B A22B (Non-reasoning)
Input ($/M tokens)$0.675$0.7
Output ($/M tokens)$2.675$2.8
Cost for 1M input + 100K output tokens:
Nemotron 3 Ultra 550B A55B (Reasoning)$0.94
Qwen3 235B A22B (Non-reasoning)$0.98

Speed Comparison

Output Speed (tokens/s) — higher is better
Nemotron 3 Ultra 550B A55B (Reasoning)
179 tok/s
Qwen3 235B A22B (Non-reasoning)
64 tok/s
Time to First Token (seconds) — lower is better
Nemotron 3 Ultra 550B A55B (Reasoning)
0.92s
Qwen3 235B A22B (Non-reasoning)
1.26s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
37.810.9
Coding Index
49.3
Math Index
23.7
GPQA Diamond
86.7%61.3%
MMLU-Pro
76.2%
LiveCodeBench
34.3%
AIME 2025
23.7%
MATH-500
90.2%
Humanity's Last Exam
26.6%4.7%
SciCode
39.9%29.9%
IFBench
81.4%36.6%
TerminalBench
36.4%6.1%
Nemotron 3 Ultra 550B A55B (Reasoning)7 wins
5 winsQwen3 235B A22B (Non-reasoning)

Frequently Asked Questions

Which is cheaper, Nemotron 3 Ultra 550B A55B (Reasoning) or Qwen3 235B A22B (Non-reasoning)?

Nemotron 3 Ultra 550B A55B (Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $1.18/M tokens vs $1.23/M for Qwen3 235B A22B (Non-reasoning).

Which model performs better on benchmarks?

Nemotron 3 Ultra 550B A55B (Reasoning) wins 7 out of 12 benchmarks compared to 5 for Qwen3 235B A22B (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Nemotron 3 Ultra 550B A55B (Reasoning) generates tokens faster at 179 tok/s vs 64 tok/s. Nemotron 3 Ultra 550B A55B (Reasoning) also has lower time-to-first-token (0.92s vs 1.26s).

When should I use Nemotron 3 Ultra 550B A55B (Reasoning) vs Qwen3 235B A22B (Non-reasoning)?

Choose based on your priorities: Nemotron 3 Ultra 550B A55B (Reasoning) for lower cost, Nemotron 3 Ultra 550B A55B (Reasoning) for stronger benchmark performance, and Nemotron 3 Ultra 550B A55B (Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.