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Google: Gemini 3.1 Pro Preview vs Z.ai: GLM 5

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Last updated at : 2026-02-27 15:16

Summary

Metric Google: Gemini 3.1 Pro Preview medium Release: Unknown release date Z.ai: GLM 5 none Release: Unknown release date
Rank #2 #19
Score 9.36 6.07
Consistency 10.00 10.00
Cost per result 2.443 0.095
Total Cost $0.318 $0.008
Tests Correct
Wrong Tests 1 6
Attempt pass rate 92.9% 57.1%
Flaky tests 0 0
Output Tokens 1,000 1,086
Reasoning Tokens 22,936 0

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Google: Gemini 3.1 Pro Preview 10.00 10.00 100.0% 0 106 2,533
Z.ai: GLM 5 4.00 10.00 33.3% 0 272 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Google: Gemini 3.1 Pro Preview 10.00 10.00 100.0% 0 292 3,164
Z.ai: GLM 5 10.00 10.00 100.0% 0 230 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Google: Gemini 3.1 Pro Preview 7.00 10.00 66.7% 0 18 10,688
Z.ai: GLM 5 1.00 10.00 0.0% 0 20 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Google: Gemini 3.1 Pro Preview 10.00 10.00 100.0% 0 72 2,436
Z.ai: GLM 5 10.00 10.00 100.0% 0 62 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Google: Gemini 3.1 Pro Preview 10.00 10.00 100.0% 0 238 3,133
Z.ai: GLM 5 6.67 9.99 66.7% 0 282 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Google: Gemini 3.1 Pro Preview 10.00 10.00 100.0% 0 274 982
Z.ai: GLM 5 10.00 10.00 100.0% 0 220 0

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