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MiniMax M2.5 (medium) vs GLM 4.7 Flash (medium)

MiniMax M2.5 (medium) leads on average score with 4.3 vs 4.2. GLM 4.7 Flash (medium) has the lower benchmark cost at $0.193 vs $0.440. MiniMax M2.5 (medium) is faster at 102.32s vs 150.90s, with pass rates of 42.0% vs 30.4%.

Last updated at: 2026-10-03

Compared models

Rank
#348
Total Output Tokens
290,496
Response Time (avg)
102.32s
Total Cost
$0.440
Rank
#349
Total Output Tokens
464,375
Response Time (avg)
150.90s
Total Cost
$0.193
Recommended model GLM 4.7 Flash (medium)

Its score stays close to the best score here (4.2 vs 4.3), while costing about 2.3x less than MiniMax M2.5 (medium).

Detailed comparison

Metric MiniMax M2.5 MiniMax M2.5 medium Release: 2026-02-12 GLM 4.7 Flash GLM 4.7 Flash medium Release: 2026-01-19
Score 4.3 4.2
Rank #348 #349
Reliability 9.3 9.4
Consistency 6.8 7.1
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 42.0% 30.4%
Flaky tests 9 8
Total Runs 69 69
Cost per result 7.104 4.822
Total Cost $0.440 $0.193
Input Price $0.270 / 1M $0.061 / 1M
Output Price $1.080 / 1M $0.400 / 1M
Cache Read Price $0.027 / 1M N/A
Cache Write Price N/A N/A
Total Input Tokens 188,239 228,711
Output Tokens 27,822 42,254
Reasoning Tokens 262,674 422,121
Response Time (avg) 102.32s 150.90s
Response Time (max) 600.81s 1539.97s
Response Time (total) 1637.05s 2414.33s
Parameters 230B total (10B active) 30B total (3B active)
Availability Weights available Open source

Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.

Model generation showcase

Hamster playing table tennis

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

#348 MiniMax M2.5

medium
Reached the allocated time limit (300 seconds) without receiving showcase output.
Cost
$0.000
Time
300.0s
Tokens
0 tok

#349 GLM 4.7 Flash

medium
No output was saved. The original provider response or failure reason is unavailable.
Cost
$0.000
Time
186.2s
Tokens
12,112 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

Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M2.5 3.4 9.1 0.0% 0 188.58s 6,076 357 106,177
GLM 4.7 Flash 3.2 7.4 11.1% 1 55.33s 3,106 4,981 22,387

Quick Compare

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