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NVIDIA: Nemotron 3 Super vs Qwen: Qwen3 Coder Next

Last updated at: 2026-05-19

Metric Nemotron 3 Super Nemotron 3 Super medium Release: 2026-03-11 Free Available Qwen3 Coder Next Qwen3 Coder Next none Release: 2026-02-03
Score 6.1 5.2
Rank #92 #128
Reliability 10.0 10.0
Consistency 8.8 9.7
Tests Correct
Attempt pass rate 47.4% 29.8%
Flaky tests 3 1
Total Runs 57 57
Cost per result 0.004 0.151
Total Cost $0.001 $0.008
Input Price $0.090 / 1M $0.110 / 1M
Output Price $0.450 / 1M $0.800 / 1M
Output Tokens 14,098 3,629
Reasoning Tokens 29,580 0
Response Time (avg) 18.72s 9.44s
Response Time (max) 87.80s 45.14s
Response Time (total) 318.29s 122.73s

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) Output Tokens Reasoning Tokens
Nemotron 3 Super 8.3 10.0 75.0% 0 7.85s 748 1,305
Qwen3 Coder Next 3.6 10.0 0.0% 0 3.31s 1,321 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Nemotron 3 Super 3.0 10.0 0.0% 0 0ms 0 0
Qwen3 Coder Next 7.3 3.7 66.7% 1 3.14s 585 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Nemotron 3 Super 10.0 10.0 100.0% 0 87.80s 2,021 9,996
Qwen3 Coder Next 3.0 10.0 0.0% 0 45.14s 317 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Nemotron 3 Super 10.0 10.0 100.0% 0 18.16s 877 2,607
Qwen3 Coder Next 6.5 10.0 50.0% 0 1.32s 246 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Nemotron 3 Super 2.9 4.4 22.2% 2 16.19s 5,255 6,072
Qwen3 Coder Next 5.3 10.0 33.3% 0 962ms 26 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Nemotron 3 Super 4.1 10.0 0.0% 0 6.91s 105 363
Qwen3 Coder Next 10.0 10.0 100.0% 0 1.34s 152 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Nemotron 3 Super 7.2 6.6 66.7% 1 7.72s 1,042 2,479
Qwen3 Coder Next 6.3 10.0 50.0% 0 7.71s 63 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Nemotron 3 Super 3.1 10.0 0.0% 0 4.32s 529 1,476
Qwen3 Coder Next 3.0 10.0 0.0% 0 22.86s 652 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Nemotron 3 Super 10.0 10.0 100.0% 0 39.75s 270 1,969
Qwen3 Coder Next 10.0 10.0 100.0% 0 2.47s 255 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Nemotron 3 Super 3.0 10.0 0.0% 0 55.32s 3,251 3,313
Qwen3 Coder Next 3.0 10.0 0.0% 0 601ms 12 0

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