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Xiaomi: MiMo-V2.5 vs Z.ai: GLM 5.2

Summary

MiMo-V2.5 vs GLM 5.2 benchmark comparison: GLM 5.2 leads on average score with 7.1 vs 6.7. MiMo-V2.5 has the lower benchmark cost at $0.063 vs $0.076. GLM 5.2 is faster at 6.34s vs 27.11s, with pass rates of 69.8% vs 60.3%.

Recommended model: GLM 5.2 - It has the best score here (7.1), while responding about 4.3x faster than MiMo-V2.5.

Last updated at: 2026-06-18

Metric MiMo-V2.5 MiMo-V2.5 medium Release: 2026-04-22 GLM 5.2 GLM 5.2 none Release: 2026-06-17
Score 6.7 7.1
Rank #76 #61
Reliability 10.0 9.9
Consistency 8.1 9.6
Tests Correct
Attempt pass rate 69.8% 60.3%
Flaky tests 5 1
Total Runs 63 63
Cost per result 2.966 0.628
Total Cost $0.063 $0.076
Input Price $0.140 / 1M $1.400 / 1M
Output Price $0.280 / 1M $4.400 / 1M
Total Input Tokens 41,838 38,671
Output Tokens 2,827 4,817
Reasoning Tokens 198,898 0
Response Time (avg) 27.11s 6.34s
Response Time (max) 162.44s 20.69s
Response Time (total) 569.38s 133.19s

Generation showcase

Hamster playing table tennis

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

#76 MiMo-V2.5

medium
Cost
$0.002
Time
54.8s
Tokens
5,247 tok

#61 GLM 5.2

none
Invalid SVG
Cost
$0.033
Time
87.7s
Tokens
7,455 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
MiMo-V2.5 10.0 10.0 100.0% 0 4.14s 621 281 1,739
GLM 5.2 8.3 10.0 75.0% 0 3.70s 567 313 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiMo-V2.5 6.2 4.7 66.7% 2 97.14s 7,422 557 81,977
GLM 5.2 3.7 9.5 0.0% 0 7.55s 7,263 1,958 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiMo-V2.5 10.0 10.0 100.0% 0 16.86s 15,060 363 7,609
GLM 5.2 10.0 10.0 100.0% 0 20.69s 14,296 1,489 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiMo-V2.5 2.7 5.7 16.7% 1 6.33s 7,746 306 5,714
GLM 5.2 10.0 10.0 100.0% 0 7.17s 7,113 204 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiMo-V2.5 5.3 10.0 33.3% 0 34.53s 735 507 49,478
GLM 5.2 5.3 10.0 33.3% 0 6.50s 696 27 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiMo-V2.5 5.4 2.5 66.7% 1 5.37s 492 121 418
GLM 5.2 6.1 3.1 66.7% 1 4.42s 480 82 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiMo-V2.5 9.9 10.0 100.0% 0 1.80s 672 88 801
GLM 5.2 9.8 10.0 100.0% 0 3.84s 642 66 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiMo-V2.5 8.2 7.2 88.9% 1 20.25s 660 279 33,254
GLM 5.2 7.7 10.0 66.7% 0 3.31s 618 265 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiMo-V2.5 10.0 10.0 100.0% 0 7.29s 8,220 303 2,424
GLM 5.2 10.0 10.0 100.0% 0 15.76s 6,807 400 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiMo-V2.5 3.0 10.0 0.0% 0 51.29s 210 22 15,484
GLM 5.2 3.0 10.0 0.0% 0 3.41s 189 13 0

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