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Compared models

Last updated at: 2026-04-16

Metric Nemotron 3 Super Nemotron 3 Super medium Release: 2026-03-11 Free Available Qwen3.5-122B-A10B Qwen3.5-122B-A10B medium Release: 2026-02-24 Elephant Elephant medium Release: 2026-04-14 gpt-oss-120b gpt-oss-120b medium Release: 2025-08-05 Free Available
Score 6.7 8.1 5.2 5.8
Rank #50 #19 #79 #67
Consistency 8.7 8.6 9.6 7.2
Tests Correct
Attempt pass rate 55.6% 79.6% 29.6% 51.9%
Flaky tests 3 3 1 6
Total Runs 52 54 54 54
Cost per result 0.000 4.060 0.000 0.144
Total Cost $0.000 $0.528 $0.000 $0.011
Input Price $0.100 / 1M $0.260 / 1M $0.000 / 1M $0.039 / 1M
Output Price $0.500 / 1M $2.080 / 1M $0.000 / 1M $0.190 / 1M
Output Tokens 11,947 17,635 2,596 13,493
Reasoning Tokens 29,768 162,668 0 36,879
Response Time (avg) 19.06s 31.38s 1.27s 16.08s
Response Time (max) 87.80s 119.29s 3.70s 50.92s
Response Time (total) 305.04s 564.84s 22.82s 176.88s

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 10.0 10.0 100.0% 0 10.08s 1,776 3,345
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 9.75s 269 16,835
Elephant 6.6 10.0 50.0% 0 1.19s 815 0
gpt-oss-120b 6.7 9.9 50.0% 0 10.21s 3,518 2,177
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
Qwen3.5-122B-A10B 4.7 1.6 66.7% 1 70.98s 322 10,694
Elephant 5.1 3.3 33.3% 1 1.30s 365 0
gpt-oss-120b 4.3 1.1 66.7% 1 26.33s 228 2,549
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
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 107.79s 483 11,337
Elephant 3.0 10.0 0.0% 0 3.70s 562 0
gpt-oss-120b 10.0 10.0 100.0% 0 31.18s 694 5,072
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
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 23.41s 270 16,558
Elephant 6.5 10.0 50.0% 0 979ms 246 0
gpt-oss-120b 6.4 5.9 66.7% 1 1.98s 241 1,114
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
Qwen3.5-122B-A10B 2.9 7.2 11.1% 1 63.40s 15,537 64,889
Elephant 3.0 10.0 0.0% 0 925ms 24 0
gpt-oss-120b 2.9 4.4 22.2% 2 50.92s 6,784 20,606
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Nemotron 3 Super 3.8 9.9 0.0% 0 27.86s 104 1,149
Qwen3.5-122B-A10B 3.4 2.2 33.3% 1 34.11s 66 7,592
Elephant 4.3 10.0 0.0% 0 920ms 105 0
gpt-oss-120b 4.3 10.0 0.0% 0 7.90s 107 387
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Nemotron 3 Super 7.2 6.5 66.7% 1 7.72s 1,042 2,479
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 9.88s 77 7,372
Elephant 9.8 10.0 100.0% 0 987ms 82 0
gpt-oss-120b 9.9 10.0 100.0% 0 7.63s 126 1,799
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Nemotron 3 Super 3.5 9.8 0.0% 0 8.39s 602 2,151
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 17.18s 289 26,165
Elephant 3.7 10.0 0.0% 0 867ms 166 0
gpt-oss-120b 3.2 4.7 22.2% 2 11.80s 1,508 2,092
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
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 4.60s 322 1,226
Elephant 3.0 10.0 0.0% 0 2.83s 231 0
gpt-oss-120b 9.8 10.0 100.0% 0 6.91s 287 1,083

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