GLM 5.2
VS
MiniMax M2.7
GLM 5.2 vs MiniMax M2.7: which wins at real work?
22 task areas · same graded test runs · rank comparison only, so 0–100 and Elo collections never mix raw scores.
GLM 5.2 wins 22 of 22 task areas we tested; MiniMax M2.7 takes 0. MiniMax M2.7 costs 4.2× less per token ($0.9 vs $3.76 per 1M).
MiniMax M2.7 costs 4.2× less per token ($0.9 vs $3.76 per 1M).
Task by task
| Task area | GLM 5.2 | MiniMax M2.7 | Winner |
|---|---|---|---|
| Summarization & Meeting Notes |
#9
/ 110
Excellent
|
#104
/ 110
Strong
|
GLM 5.2 |
| Customer Support |
#16
/ 113
Strong
|
#108
/ 113
Needs editing
|
GLM 5.2 |
| RAG, Safety & Grounding |
#6
/ 113
Excellent
|
#94
/ 113
Strong
|
GLM 5.2 |
| Knowledge & Docs |
#21
/ 110
Strong
|
#108
/ 110
Weak
|
GLM 5.2 |
| AI Strategy |
#34
/ 126
Strong
|
#119
/ 126
Usable
|
GLM 5.2 |
| Coding |
#23
/ 115
Strong
|
#105
/ 115
Usable
|
GLM 5.2 |
| Content & Brand |
#19
/ 124
Strong
|
#96
/ 124
Usable
|
GLM 5.2 |
| Training & Education |
#29
/ 110
Excellent
|
#106
/ 110
Usable
|
GLM 5.2 |
| Frontend & Landing Pages |
#18
/ 109
Needs editing
|
#89
/ 109
Weak
|
GLM 5.2 |
| Sales |
#39
/ 110
Usable
|
#108
/ 110
Weak
|
GLM 5.2 |
| Chef / Home Cooking |
#59
/ 126
Usable
|
#124
/ 126
Weak
|
GLM 5.2 |
| Executive Assistant |
#43
/ 112
Strong
|
#107
/ 112
Usable
|
GLM 5.2 |
| Creative & Comedy | #46 / 110 | #108 / 110 | GLM 5.2 |
| Presentations & Decks |
#25
/ 110
Excellent
|
#83
/ 110
Strong
|
GLM 5.2 |
| Translation & Localization |
#28
/ 110
Excellent
|
#82
/ 110
Excellent
|
GLM 5.2 |
| Product & Project Management |
#11
/ 110
Excellent
|
#64
/ 110
Strong
|
GLM 5.2 |
| Data & Analytics |
#41
/ 110
Excellent
|
#92
/ 110
Excellent
|
GLM 5.2 |
| Research & Competitive Analysis |
#50
/ 110
Usable
|
#96
/ 110
Needs editing
|
GLM 5.2 |
| Legal & HR |
#36
/ 110
Excellent
|
#81
/ 110
Strong
|
GLM 5.2 |
| Investor & Pitch |
#24
/ 66
Strong
|
#66
/ 66
Weak
|
GLM 5.2 |
| Landing Pages |
#26
/ 72
Strong
|
#68
/ 72
Needs editing
|
GLM 5.2 |
| Structured Output |
#25
/ 113
Excellent
|
#33
/ 113
Excellent
|
GLM 5.2 |
Rank = position among every model config we tested in that task area (lower is better). Sorted by biggest gap first.
Frequently asked
Is GLM 5.2 better than MiniMax M2.7?
Across 22 task areas we benchmarked, GLM 5.2 ranks higher in 22 and MiniMax M2.7 in 0.
Which is cheaper, GLM 5.2 or MiniMax M2.7?
MiniMax M2.7 costs 4.2× less per token ($0.9 vs $3.76 per 1M).
What is GLM 5.2 better at?
GLM 5.2 out-ranks MiniMax M2.7 at Summarization & Meeting Notes, Customer Support, RAG, Safety & Grounding.
More comparisons
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Prompt × model results
12 test cases · 3 evals