GLM 5.2
VS
MiniMax M3
GLM 5.2 vs MiniMax M3: 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 13 of 22 task areas we tested; MiniMax M3 takes 9. MiniMax M3 costs 2.5× less per token ($1.5 vs $3.76 per 1M).
MiniMax M3 costs 2.5× less per token ($1.5 vs $3.76 per 1M).
Task by task
| Task area | GLM 5.2 | MiniMax M3 | Winner |
|---|---|---|---|
| Summarization & Meeting Notes |
#9
/ 110
Excellent
|
#79
/ 110
Excellent
|
GLM 5.2 |
| Customer Support |
#16
/ 113
Strong
|
#83
/ 113
Usable
|
GLM 5.2 |
| RAG, Safety & Grounding |
#6
/ 113
Excellent
|
#72
/ 113
Excellent
|
GLM 5.2 |
| Knowledge & Docs |
#21
/ 110
Strong
|
#67
/ 110
Usable
|
GLM 5.2 |
| Data & Analytics |
#41
/ 110
Excellent
|
#1
/ 110
Excellent
|
MiniMax M3 |
| Structured Output |
#25
/ 113
Excellent
|
#65
/ 113
Strong
|
GLM 5.2 |
| Sales |
#39
/ 110
Usable
|
#2
/ 110
Strong
|
MiniMax M3 |
| Translation & Localization |
#28
/ 110
Excellent
|
#55
/ 110
Excellent
|
GLM 5.2 |
| Coding |
#23
/ 115
Strong
|
#49
/ 115
Strong
|
GLM 5.2 |
| Landing Pages |
#26
/ 72
Strong
|
#2
/ 72
Strong
|
MiniMax M3 |
| Research & Competitive Analysis |
#50
/ 110
Usable
|
#33
/ 110
Strong
|
MiniMax M3 |
| Chef / Home Cooking |
#59
/ 126
Usable
|
#74
/ 126
Usable
|
GLM 5.2 |
| Training & Education |
#29
/ 110
Excellent
|
#42
/ 110
Excellent
|
GLM 5.2 |
| Investor & Pitch |
#24
/ 66
Strong
|
#12
/ 66
Strong
|
MiniMax M3 |
| Content & Brand |
#19
/ 124
Strong
|
#28
/ 124
Strong
|
GLM 5.2 |
| Creative & Comedy | #46 / 110 | #55 / 110 | GLM 5.2 |
| Product & Project Management |
#11
/ 110
Excellent
|
#3
/ 110
Excellent
|
MiniMax M3 |
| AI Strategy |
#34
/ 126
Strong
|
#27
/ 126
Strong
|
MiniMax M3 |
| Executive Assistant |
#43
/ 112
Strong
|
#39
/ 112
Strong
|
MiniMax M3 |
| Presentations & Decks |
#25
/ 110
Excellent
|
#29
/ 110
Excellent
|
GLM 5.2 |
| Frontend & Landing Pages |
#18
/ 109
Needs editing
|
#20
/ 109
Needs editing
|
GLM 5.2 |
| Legal & HR |
#36
/ 110
Excellent
|
#34
/ 110
Excellent
|
MiniMax M3 |
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 M3?
Across 22 task areas we benchmarked, GLM 5.2 ranks higher in 13 and MiniMax M3 in 9.
Which is cheaper, GLM 5.2 or MiniMax M3?
MiniMax M3 costs 2.5× less per token ($1.5 vs $3.76 per 1M).
What is GLM 5.2 better at?
GLM 5.2 out-ranks MiniMax M3 at Summarization & Meeting Notes, Customer Support, RAG, Safety & Grounding.
What is MiniMax M3 better at?
MiniMax M3 out-ranks GLM 5.2 at Data & Analytics, Sales, Landing Pages.
More comparisons
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12 test cases · 3 evals