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xAI: Grok 4.20 Multi-Agent Beta vs Z.ai: GLM 5

Last updated at: 2026-03-17

Metric Grok 4.20 Multi-Agent Beta Grok 4.20 Multi-Agent Beta medium Release: 2026-03-12 GLM 5 GLM 5 none Release: 2026-02-12
Rank #44 #40
Score 6.2 6.7
Consistency 7.2 10.0
Cost per result 82.962 0.201
Total Cost $4.978 $0.019
Tests Correct
Attempt pass rate 54.9% 52.9%
Flaky tests 6 0
Total Runs 51 51
Output Tokens 298,948 1,551
Reasoning Tokens 296,529 0
Response Time (avg) 8.64s 3.77s
Response Time (max) 35.28s 11.07s
Response Time (total) 129.64s 37.66s

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Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Grok 4.20 Multi-Agent Beta 6.9 5.8 75.0% 2 3.46s 33,706 33,077
GLM 5 4.8 10.0 25.0% 0 2.37s 275 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Grok 4.20 Multi-Agent Beta 3.0 10.0 0.0% 0 0ms 0 0
GLM 5 3.0 10.0 0.0% 0 4.98s 406 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Grok 4.20 Multi-Agent Beta 10.0 10.0 100.0% 0 5.54s 25,306 25,051
GLM 5 10.0 10.0 100.0% 0 5.78s 203 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Grok 4.20 Multi-Agent Beta 2.9 7.2 11.1% 1 24.67s 164,609 163,647
GLM 5 3.0 10.0 0.0% 0 2.24s 19 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Grok 4.20 Multi-Agent Beta 5.8 2.8 66.7% 1 6.40s 15,848 15,746
GLM 5 10.0 10.0 100.0% 0 3.27s 103 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Grok 4.20 Multi-Agent Beta 8.3 10.0 50.0% 0 4.63s 25,457 25,322
GLM 5 10.0 10.0 100.0% 0 1.48s 61 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Grok 4.20 Multi-Agent Beta 7.2 5.1 77.8% 2 5.01s 34,022 33,686
GLM 5 7.7 10.0 66.7% 0 2.05s 264 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Grok 4.20 Multi-Agent Beta 3.0 10.0 0.0% 0 0ms 0 0
GLM 5 10.0 10.0 100.0% 0 11.07s 220 0

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