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HY3 Preview vs Z.ai: GLM 5.1

Last updated at: 2026-04-29

Metric HY3 Preview HY3 Preview low Release: 2026-04-22 Free Available GLM 5.1 GLM 5.1 medium Release: 2026-04-07
Score 8.1 7.8
Rank #27 #44
Reliability N/A N/A
Consistency 9.5 8.6
Tests Correct
Attempt pass rate 75.9% 75.9%
Flaky tests 1 3
Total Runs 50 54
Cost per result 0.000 1.674
Total Cost $0.000 $0.201
Input Price $0.000 / 1M $1.050 / 1M
Output Price $0.000 / 1M $3.500 / 1M
Output Tokens 65,778 8,005
Reasoning Tokens 0 49,090
Response Time (avg) 23.98s 24.13s
Response Time (max) 78.74s 118.52s
Response Time (total) 407.72s 410.25s

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Score vs Total Cost

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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
HY3 Preview 10.0 10.0 100.0% 0 16.61s 7,905 0
GLM 5.1 10.0 10.0 100.0% 0 8.31s 401 5,122
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
HY3 Preview 10.0 10.0 100.0% 0 27.94s 7,907 0
GLM 5.1 4.7 1.6 66.7% 1 118.52s 1,339 13,777
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
HY3 Preview 10.0 10.0 100.0% 0 78.74s 12,975 0
GLM 5.1 9.5 10.0 100.0% 0 43.11s 327 4,206
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
HY3 Preview 6.5 10.0 50.0% 0 5.85s 1,022 0
GLM 5.1 10.0 10.0 100.0% 0 9.33s 991 4,552
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
HY3 Preview 5.9 7.2 55.6% 1 40.44s 23,121 0
GLM 5.1 5.3 10.0 33.3% 0 29.77s 969 11,314
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
HY3 Preview 10.0 10.0 100.0% 0 16.44s 2,185 0
GLM 5.1 10.0 10.0 100.0% 0 20.95s 2,875 2,875
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
HY3 Preview 10.0 10.0 100.0% 0 15.98s 2,475 0
GLM 5.1 6.4 5.8 66.7% 1 7.47s 204 1,617
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
HY3 Preview 5.3 10.0 33.3% 0 13.73s 6,985 0
GLM 5.1 8.2 7.2 88.9% 1 23.85s 899 5,627
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
HY3 Preview 10.0 10.0 100.0% 0 17.84s 1,203 0
GLM 5.1 3.0 10.0 0.0% 0 0ms 0 0

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