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MiniMax: MiniMax M2.7 vs Z.ai: GLM 5 Turbo

Last updated at: 2026-03-18

Metric MiniMax M2.7 MiniMax M2.7 medium Release: 2026-03-18 GLM 5 Turbo GLM 5 Turbo none Release: 2026-03-15
Score 5.0 5.6
Rank #64 #56
Consistency 5.3 9.5
Tests Correct
Attempt pass rate 49.0% 37.3%
Flaky tests 10 1
Total Runs 51 51
Cost per result 2.398 0.470
Total Cost $0.072 $0.029
Input Price $0.300 / 1M $0.960 / 1M
Output Price $1.200 / 1M $3.200 / 1M
Output Tokens 4,517 1,270
Reasoning Tokens 47,612 0
Response Time (avg) 27.32s 2.89s
Response Time (max) 117.04s 8.21s
Response Time (total) 437.10s 49.05s

Top Models by Score

Score vs Total Cost

Response Time (avg)

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
MiniMax M2.7 7.9 6.3 83.3% 2 40.32s 3,010 17,716
GLM 5 Turbo 3.0 10.0 0.0% 0 2.84s 382 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 4.7 1.6 66.7% 1 41.03s 369 4,480
GLM 5 Turbo 3.0 10.0 0.0% 0 4.89s 144 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 6.3 5.8 66.7% 1 21.95s 187 5,882
GLM 5 Turbo 10.0 10.0 100.0% 0 2.47s 204 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.0 10.0 0.0% 0 19.00s 8 2,796
GLM 5 Turbo 5.3 10.0 33.3% 0 1.97s 25 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.9 2.5 33.3% 1 38.70s 92 5,204
GLM 5 Turbo 4.2 9.9 0.0% 0 2.18s 48 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.7 1.8 50.0% 2 12.64s 213 2,457
GLM 5 Turbo 6.5 10.0 50.0% 0 2.13s 65 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.8 4.5 33.3% 2 25.62s 334 8,076
GLM 5 Turbo 5.5 7.4 44.4% 1 2.43s 180 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 4.7 1.6 66.7% 1 12.05s 304 1,001
GLM 5 Turbo 10.0 10.0 100.0% 0 8.21s 222 0

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