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Anthropic: Claude Sonnet 4.6 vs Z.ai: GLM 5

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

Summary

Metric	Anthropic: Claude Sonnet 4.6 none Release: Unknown release date	Z.ai: GLM 5 none Release: Unknown release date
Rank	#14	#19
Score	6.36	6.07
Consistency	9.50	10.00
Cost per result	1.325	0.095
Total Cost	$0.106	$0.008
Tests Correct
Wrong Tests	6	6
Attempt pass rate	59.5%	57.1%
Flaky tests	1	0
Output Tokens	2,637	1,086
Reasoning Tokens	0	0

Category Breakdown

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Output Tokens	Reasoning Tokens
Anthropic: Claude Sonnet 4.6	4.00	10.00	33.3%	0		1,199	0
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
Anthropic: Claude Sonnet 4.6	10.00	10.00	100.0%	0		252	0
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
Anthropic: Claude Sonnet 4.6	7.00	10.00	66.7%	0		54	0
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
Anthropic: Claude Sonnet 4.6	5.50	10.00	50.0%	0		90	0
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
Anthropic: Claude Sonnet 4.6	5.00	7.68	44.4%	1		595	0
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
Anthropic: Claude Sonnet 4.6	10.00	10.00	100.0%	0		447	0
Z.ai: GLM 5	10.00	10.00	100.0%	0		220	0

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