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

Summary

MiniMax M2.7 vs GLM 5 Turbo benchmark comparison: GLM 5 Turbo leads on average score with 5.3 vs 5.2. GLM 5 Turbo has the lower benchmark cost at $0.047 vs $0.104. GLM 5 Turbo is faster at 2.82s vs 38.18s, with pass rates of 46.0% vs 31.8%.

Recommended model: GLM 5 Turbo - It has the best score here (5.3), while costing about 2.2x less than MiniMax M2.7.

Last updated at: 2026-06-12

Metric MiniMax M2.7 MiniMax M2.7 medium Release: 2026-03-18 GLM 5 Turbo GLM 5 Turbo none Release: 2026-03-15
Score 5.2 5.3
Rank #134 #128
Reliability 10.0 10.0
Consistency 6.8 9.3
Tests Correct
Attempt pass rate 46.0% 31.8%
Flaky tests 8 2
Total Runs 63 63
Cost per result 2.494 0.655
Total Cost $0.104 $0.047
Input Price $0.250 / 1M $1.200 / 1M
Output Price $1.000 / 1M $4.000 / 1M
Total Input Tokens 34,371 32,525
Output Tokens 8,981 1,815
Reasoning Tokens 89,812 0
Response Time (avg) 38.18s 2.82s
Response Time (max) 196.21s 8.21s
Response Time (total) 763.60s 59.29s

Generation showcase

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#134 MiniMax M2.7

medium
Cost
$0.022
Time
22.8s
Tokens
9,250 tok

#128 GLM 5 Turbo

none
Cost
$0.047
Time
129.2s
Tokens
11,775 tok

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) Input Tokens Output Tokens Reasoning Tokens
MiniMax M2.7 7.9 6.3 83.3% 2 40.32s 654 3,010 17,716
GLM 5 Turbo 3.0 10.0 0.0% 0 2.84s 555 382 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M2.7 5.7 9.1 33.3% 0 101.89s 2,961 1,231 38,841
GLM 5 Turbo 3.9 7.8 11.1% 1 2.41s 7,256 529 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M2.7 4.7 1.6 66.7% 1 41.03s 14,233 369 4,480
GLM 5 Turbo 3.0 10.0 0.0% 0 4.89s 8,133 144 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M2.7 6.3 5.8 66.7% 1 21.95s 7,152 187 5,882
GLM 5 Turbo 10.0 10.0 100.0% 0 2.47s 7,107 204 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M2.7 3.0 10.0 0.0% 0 19.00s 245 8 2,796
GLM 5 Turbo 5.3 10.0 33.3% 0 1.97s 687 25 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M2.7 3.9 2.5 33.3% 1 38.70s 486 92 5,204
GLM 5 Turbo 4.2 9.9 0.0% 0 2.18s 477 48 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M2.7 3.8 5.8 33.3% 1 12.80s 687 350 2,600
GLM 5 Turbo 6.5 10.0 50.0% 0 2.13s 636 65 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M2.7 5.9 7.2 55.6% 1 24.87s 675 362 7,840
GLM 5 Turbo 5.5 7.4 44.4% 1 2.65s 609 180 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M2.7 4.7 1.6 66.7% 1 12.05s 7,067 304 1,001
GLM 5 Turbo 10.0 10.0 100.0% 0 8.21s 6,879 222 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M2.7 3.0 10.0 0.0% 0 22.77s 211 3,068 3,452
GLM 5 Turbo 3.0 10.0 0.0% 0 2.37s 186 16 0

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