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Nemotron 3 Ultra 550b A55b vs Qwen: Qwen3 Coder Next

Summary

Nemotron 3 Ultra 550b A55b vs Qwen3 Coder Next benchmark comparison: Nemotron 3 Ultra 550b A55b leads on average score with 8.1 vs 4.7. Qwen3 Coder Next has the lower benchmark cost at $0.008 vs $0.158. Qwen3 Coder Next is faster at 8.58s vs 15.05s, with pass rates of 69.8% vs 28.6%.

Recommended model: Nemotron 3 Ultra 550b A55b - It has the strongest score in this comparison (8.1) and the best overall balance of cost and response time across all 2 models.

Last updated at: 2026-07-02

Metric Nemotron 3 Ultra 550b A55b Nemotron 3 Ultra 550b A55b medium Release: 2026-06-04 Free Available Qwen3 Coder Next Qwen3 Coder Next medium Release: 2026-02-03
Score 8.1 4.7
Rank #26 #153
Reliability 9.7 10.0
Consistency 8.8 8.9
Tests Correct
Attempt pass rate 69.8% 28.6%
Flaky tests 3 3
Total Runs 63 63
Cost per result 0.000 0.201
Total Cost $0.158 $0.008
Input Price $0.500 / 1M $0.110 / 1M
Output Price $2.200 / 1M $0.800 / 1M
Total Input Tokens 46,813 47,250
Output Tokens 18,002 3,319
Reasoning Tokens 53,091 0
Response Time (avg) 15.05s 8.58s
Response Time (max) 43.93s 81.80s
Response Time (total) 316.09s 128.68s

Generation showcase

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#26 Nemotron 3 Ultra 550b A55b

medium
Invalid SVG
Cost
$0.000
Time
300.0s
Tokens
0 tok

#153 Qwen3 Coder Next

medium
Invalid SVG
Cost
$0.000
Time
300.0s
Tokens
0 tok

Top Models by Score

Score vs Total Cost

Response Time (avg)

Score vs Response Time (avg)

Total Output Tokens

Score vs Total Output Tokens

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Nemotron 3 Ultra 550b A55b 10.0 10.0 100.0% 0 8.62s 780 835 1,485
Qwen3 Coder Next 3.5 8.1 16.7% 1 8.64s 645 1,252 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Nemotron 3 Ultra 550b A55b 8.4 7.4 88.9% 1 26.53s 7,686 2,854 17,725
Qwen3 Coder Next 3.7 7.2 22.2% 1 924ms 7,185 336 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Nemotron 3 Ultra 550b A55b 9.8 10.0 100.0% 0 43.93s 17,574 1,040 3,590
Qwen3 Coder Next 3.0 10.0 0.0% 0 4.28s 20,469 317 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Nemotron 3 Ultra 550b A55b 10.0 10.0 100.0% 0 5.68s 7,989 473 1,285
Qwen3 Coder Next 6.5 10.0 50.0% 0 81.80s 7,758 246 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Nemotron 3 Ultra 550b A55b 3.5 4.4 33.3% 2 24.90s 858 11,169 16,249
Qwen3 Coder Next 5.3 10.0 33.3% 0 638ms 753 25 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Nemotron 3 Ultra 550b A55b 3.7 9.5 0.0% 0 2.52s 360 70 235
Qwen3 Coder Next 6.3 3.4 66.7% 1 1.39s 498 142 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Nemotron 3 Ultra 550b A55b 9.8 10.0 100.0% 0 6.35s 765 182 1,243
Qwen3 Coder Next 6.3 10.0 50.0% 0 7.49s 684 63 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Nemotron 3 Ultra 550b A55b 5.5 9.9 33.3% 0 3.54s 792 771 2,055
Qwen3 Coder Next 3.0 10.0 0.0% 0 1.25s 678 671 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Nemotron 3 Ultra 550b A55b 10.0 10.0 100.0% 0 7.72s 9,781 304 984
Qwen3 Coder Next 10.0 10.0 100.0% 0 2.64s 8,364 255 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Nemotron 3 Ultra 550b A55b 3.0 10.0 0.0% 0 38.47s 228 304 8,240
Qwen3 Coder Next 3.0 10.0 0.0% 0 399ms 216 12 0

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