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NVIDIA: Nemotron 3 Super vs Qwen: Qwen3 Coder Next

Summary

Nemotron 3 Super vs Qwen3 Coder Next benchmark comparison: Nemotron 3 Super leads on average score with 4.9 vs 4.6. Nemotron 3 Super has the lower benchmark cost at $0.007 vs $0.008. Nemotron 3 Super is faster at 5.30s vs 8.58s, with pass rates of 31.8% vs 28.6%.

Recommended model: Nemotron 3 Super - It has the best score here (4.9), while responding about 1.6x faster than Qwen3 Coder Next.

Last updated at: 2026-06-10

Metric Nemotron 3 Super Nemotron 3 Super none Release: 2026-03-11 Free Available Qwen3 Coder Next Qwen3 Coder Next medium Release: 2026-02-03
Score 4.9 4.6
Rank #142 #151
Reliability 10.0 10.0
Consistency 8.8 8.9
Tests Correct
Attempt pass rate 31.8% 28.6%
Flaky tests 3 3
Total Runs 63 63
Cost per result 0.034 0.201
Total Cost $0.007 $0.008
Input Price $0.090 / 1M $0.110 / 1M
Output Price $0.450 / 1M $0.800 / 1M
Total Input Tokens 36,456 47,250
Output Tokens 6,195 3,319
Reasoning Tokens 0 0
Response Time (avg) 5.30s 8.58s
Response Time (max) 16.45s 81.80s
Response Time (total) 111.31s 128.68s

Generation showcase

Hamster playing table tennis

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

#142 Nemotron 3 Super

none
No showcase result has been generated for this model yet.
Cost
$0.000
Time
-
Tokens
0 tok

#151 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 Super 4.8 10.0 25.0% 0 4.46s 671 2,322 0
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 Super 3.3 7.2 11.1% 1 2.64s 7,627 571 0
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 Super 3.0 10.0 0.0% 0 16.45s 8,740 617 0
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 Super 10.0 10.0 100.0% 0 7.92s 7,944 249 0
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 Super 3.6 7.2 22.2% 1 6.23s 789 26 0
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 Super 4.6 10.0 0.0% 0 950ms 500 134 0
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 Super 6.3 10.0 50.0% 0 804ms 723 66 0
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 Super 5.5 10.0 33.3% 0 2.36s 714 1,125 0
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 Super 4.7 1.6 66.7% 1 16.00s 8,541 281 0
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 Super 3.0 10.0 0.0% 0 8.94s 207 804 0
Qwen3 Coder Next 3.0 10.0 0.0% 0 399ms 216 12 0

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