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NVIDIA: Nemotron 3 Super vs Z.ai: GLM 5.1

Last updated at: 2026-05-22

Metric Nemotron 3 Super Nemotron 3 Super medium Release: 2026-03-11 Free Available GLM 5.1 GLM 5.1 none Release: 2026-04-07
Score 5.9 5.6
Rank #96 #113
Reliability 10.0 10.0
Consistency 8.8 8.1
Tests Correct
Attempt pass rate 45.0% 40.0%
Flaky tests 3 5
Total Runs 60 60
Cost per result 0.004 0.941
Total Cost $0.001 $0.057
Input Price $0.090 / 1M $0.980 / 1M
Output Price $0.450 / 1M $3.080 / 1M
Output Tokens 14,550 3,749
Reasoning Tokens 30,428 0
Response Time (avg) 21.15s 4.16s
Response Time (max) 87.80s 32.57s
Response Time (total) 380.67s 83.23s

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Score vs Total Cost

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Score vs Response Time (avg)

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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
GLM 5.1 4.0 6.3 25.0% 2 2.11s 305 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Nemotron 3 Super 3.1 9.9 0.0% 0 62.38s 452 848
GLM 5.1 4.3 9.5 0.0% 0 6.33s 519 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
GLM 5.1 2.8 2.1 33.3% 1 32.57s 2,129 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
GLM 5.1 10.0 10.0 100.0% 0 1.08s 204 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
GLM 5.1 2.9 7.2 11.1% 1 1.99s 24 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
GLM 5.1 5.0 10.0 0.0% 0 790ms 39 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
GLM 5.1 9.8 10.0 100.0% 0 1.58s 66 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
GLM 5.1 6.1 7.8 44.4% 1 1.48s 152 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
GLM 5.1 10.0 10.0 100.0% 0 10.68s 300 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
GLM 5.1 3.0 10.0 0.0% 0 2.34s 11 0

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