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Cobuddy vs Z.ai: GLM 5.1

Last updated at: 2026-05-06

Metric Cobuddy Cobuddy medium Release: 2026-05-06 Free Available GLM 5.1 GLM 5.1 none Release: 2026-04-07
Score 6.0 5.8
Rank #90 #95
Reliability 9.9 N/A
Consistency 6.7 7.9
Tests Correct
Attempt pass rate 57.4% 44.4%
Flaky tests 7 5
Total Runs 54 54
Cost per result 0.000 0.872
Total Cost $0.000 $0.053
Input Price $0.000 / 1M $1.050 / 1M
Output Price $0.000 / 1M $3.500 / 1M
Output Tokens 1,639 3,720
Reasoning Tokens 89,199 0
Response Time (avg) 36.47s 4.33s
Response Time (max) 309.02s 32.57s
Response Time (total) 656.47s 78.02s

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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
Cobuddy 8.7 7.9 91.7% 1 10.00s 98 4,666
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
Cobuddy 4.3 1.1 66.7% 1 53.59s 343 9,678
GLM 5.1 5.1 9.1 0.0% 0 9.79s 501 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Cobuddy 3.0 10.0 0.0% 0 47.38s 465 7,265
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
Cobuddy 6.3 5.8 66.7% 1 17.36s 275 5,591
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
Cobuddy 2.9 4.4 22.2% 2 128.15s 10 49,454
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
Cobuddy 4.2 9.9 0.0% 0 23.23s 76 3,782
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
Cobuddy 9.8 10.0 100.0% 0 11.60s 64 2,842
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
Cobuddy 3.5 4.4 33.3% 2 12.91s 175 5,627
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
Cobuddy 10.0 10.0 100.0% 0 11.19s 133 294
GLM 5.1 10.0 10.0 100.0% 0 10.68s 300 0

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