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MiniMax: MiniMax M2.5 vs Z.ai: GLM 5

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

Summary

Metric	MiniMax: MiniMax M2.5 medium Release: Unknown release date	Z.ai: GLM 5 none Release: Unknown release date
Rank	#26	#19
Score	5.64	6.07
Consistency	6.12	10.00
Cost per result	4.028	0.095
Total Cost	$0.242	$0.008
Tests Correct
Wrong Tests	8	6
Attempt pass rate	64.3%	57.1%
Flaky tests	7	0
Output Tokens	121,297	1,086
Reasoning Tokens	203,513	0

Category Breakdown

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Output Tokens	Reasoning Tokens
MiniMax: MiniMax M2.5	9.33	7.89	88.9%	1		286	45,112
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
MiniMax: MiniMax M2.5	5.50	5.81	83.3%	1		369	4,952
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
MiniMax: MiniMax M2.5	1.00	4.41	22.2%	2		111,023	139,533
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
MiniMax: MiniMax M2.5	7.00	6.41	66.7%	1		1,121	2,521
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
MiniMax: MiniMax M2.5	4.33	4.79	55.6%	2		8,229	10,458
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
MiniMax: MiniMax M2.5	10.00	10.00	100.0%	0		269	937
Z.ai: GLM 5	10.00	10.00	100.0%	0		220	0

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