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Nemotron 3 Ultra 550b A55b vs Z.ai: GLM 5V Turbo

Summary

Nemotron 3 Ultra 550b A55b vs GLM 5V Turbo benchmark comparison: Nemotron 3 Ultra 550b A55b leads on average score with 8.1 vs 7.3. Nemotron 3 Ultra 550b A55b has the lower benchmark cost at $0.158 vs $0.457. Nemotron 3 Ultra 550b A55b is faster at 15.05s vs 23.08s, with pass rates of 69.8% vs 68.3%.

Recommended model: Nemotron 3 Ultra 550b A55b - It has the best score here (8.1), while costing about 2.9x less than GLM 5V Turbo.

Last updated at: 2026-07-02

Metric Nemotron 3 Ultra 550b A55b Nemotron 3 Ultra 550b A55b medium Release: 2026-06-04 Free Available GLM 5V Turbo GLM 5V Turbo medium Release: 2026-04-01
Score 8.1 7.3
Rank #26 #58
Reliability 9.7 10.0
Consistency 8.8 7.9
Tests Correct
Attempt pass rate 69.8% 68.3%
Flaky tests 3 6
Total Runs 63 63
Cost per result 0.000 4.151
Total Cost $0.158 $0.457
Input Price $0.500 / 1M $1.200 / 1M
Output Price $2.200 / 1M $4.000 / 1M
Total Input Tokens 46,813 44,615
Output Tokens 18,002 2,347
Reasoning Tokens 53,091 98,415
Response Time (avg) 15.05s 23.08s
Response Time (max) 43.93s 95.88s
Response Time (total) 316.09s 484.63s

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

#58 GLM 5V Turbo

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
GLM 5V Turbo 7.2 6.1 75.0% 2 10.76s 555 587 7,872
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
GLM 5V Turbo 6.0 7.2 55.6% 1 63.38s 7,256 440 37,873
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
GLM 5V Turbo 6.9 3.8 66.7% 1 15.06s 18,533 403 2,523
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
GLM 5V Turbo 10.0 10.0 100.0% 0 9.60s 7,107 236 4,333
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
GLM 5V Turbo 5.3 7.2 44.4% 1 38.15s 687 32 29,035
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
GLM 5V Turbo 10.0 10.0 100.0% 0 11.09s 477 131 2,183
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
GLM 5V Turbo 9.9 10.0 100.0% 0 3.74s 636 72 1,813
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
GLM 5V Turbo 7.7 10.0 66.7% 0 10.24s 609 131 4,496
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
GLM 5V Turbo 7.0 3.7 66.7% 1 12.53s 8,569 293 765
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
GLM 5V Turbo 3.0 10.0 0.0% 0 40.96s 186 22 7,522

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