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Nemotron 3 Ultra 550b A55b vs Z.ai: GLM 4.7 Flash

Summary

Nemotron 3 Ultra 550b A55b vs GLM 4.7 Flash benchmark comparison: Nemotron 3 Ultra 550b A55b leads on average score with 8.1 vs 4.9. GLM 4.7 Flash has the lower benchmark cost at $0.004 vs $0.158. GLM 4.7 Flash is faster at 2.86s vs 15.05s, with pass rates of 69.8% vs 36.5%.

Recommended model: Nemotron 3 Ultra 550b A55b - It has the strongest score in this comparison (8.1) and the best overall balance of cost and response time across all 2 models.

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 4.7 Flash GLM 4.7 Flash none Release: 2026-01-19
Score 8.1 4.9
Rank #26 #146
Reliability 9.7 10.0
Consistency 8.8 8.8
Tests Correct
Attempt pass rate 69.8% 36.5%
Flaky tests 3 3
Total Runs 63 63
Cost per result 0.000 0.056
Total Cost $0.158 $0.004
Input Price $0.500 / 1M $0.060 / 1M
Output Price $2.200 / 1M $0.400 / 1M
Total Input Tokens 46,813 38,745
Output Tokens 18,002 2,521
Reasoning Tokens 53,091 0
Response Time (avg) 15.05s 2.86s
Response Time (max) 43.93s 7.05s
Response Time (total) 316.09s 40.04s

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

#146 GLM 4.7 Flash

none
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 4.7 Flash 5.2 7.9 41.7% 1 5.51s 555 438 0
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 4.7 Flash 4.3 10.0 0.0% 0 2.54s 7,256 650 0
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 4.7 Flash 3.0 10.0 0.0% 0 3.22s 14,325 704 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 Ultra 550b A55b 10.0 10.0 100.0% 0 5.68s 7,989 473 1,285
GLM 4.7 Flash 7.3 5.8 83.3% 1 4.82s 7,107 196 0
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 4.7 Flash 7.7 10.0 66.7% 0 744ms 687 19 0
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 4.7 Flash 4.0 10.0 0.0% 0 1.59s 477 134 0
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 4.7 Flash 6.5 10.0 50.0% 0 888ms 636 62 0
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 4.7 Flash 6.4 10.0 33.3% 0 1.20s 609 97 0
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 4.7 Flash 2.8 1.6 33.3% 1 7.05s 6,907 212 0
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 4.7 Flash 3.0 10.0 0.0% 0 692ms 186 9 0

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