DeepSeek V3.1 Terminus
VS
GLM 5.2
DeepSeek V3.1 Terminus vs GLM 5.2: 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 21 of 22 task areas we tested; DeepSeek V3.1 Terminus takes 1. DeepSeek V3.1 Terminus costs 3.1× less per token ($1.22 vs $3.76 per 1M).
DeepSeek V3.1 Terminus costs 3.1× less per token ($1.22 vs $3.76 per 1M).
Task by task
| Task area | DeepSeek V3.1 Terminus | GLM 5.2 | Winner |
|---|---|---|---|
| Content & Brand |
#100
/ 124
Usable
|
#19
/ 124
Strong
|
GLM 5.2 |
| RAG, Safety & Grounding |
#85
/ 113
Excellent
|
#6
/ 113
Excellent
|
GLM 5.2 |
| Translation & Localization |
#101
/ 110
Strong
|
#28
/ 110
Excellent
|
GLM 5.2 |
| Coding |
#92
/ 115
Usable
|
#23
/ 115
Strong
|
GLM 5.2 |
| AI Strategy |
#101
/ 126
Usable
|
#34
/ 126
Strong
|
GLM 5.2 |
| Presentations & Decks |
#91
/ 110
Strong
|
#25
/ 110
Excellent
|
GLM 5.2 |
| Legal & HR |
#95
/ 110
Strong
|
#36
/ 110
Excellent
|
GLM 5.2 |
| Sales |
#97
/ 110
Needs editing
|
#39
/ 110
Usable
|
GLM 5.2 |
| Customer Support |
#69
/ 113
Usable
|
#16
/ 113
Strong
|
GLM 5.2 |
| Creative & Comedy | #89 / 110 | #46 / 110 | GLM 5.2 |
| Investor & Pitch |
#64
/ 66
Needs editing
|
#24
/ 66
Strong
|
GLM 5.2 |
| Structured Output |
#63
/ 113
Excellent
|
#25
/ 113
Excellent
|
GLM 5.2 |
| Chef / Home Cooking |
#95
/ 126
Usable
|
#59
/ 126
Usable
|
GLM 5.2 |
| Executive Assistant |
#77
/ 112
Usable
|
#43
/ 112
Strong
|
GLM 5.2 |
| Knowledge & Docs |
#50
/ 110
Usable
|
#21
/ 110
Strong
|
GLM 5.2 |
| Product & Project Management |
#36
/ 110
Strong
|
#11
/ 110
Excellent
|
GLM 5.2 |
| Summarization & Meeting Notes |
#32
/ 110
Excellent
|
#9
/ 110
Excellent
|
GLM 5.2 |
| Landing Pages |
#44
/ 72
Strong
|
#26
/ 72
Strong
|
GLM 5.2 |
| Data & Analytics |
#56
/ 110
Excellent
|
#41
/ 110
Excellent
|
GLM 5.2 |
| Frontend & Landing Pages |
#33
/ 109
Needs editing
|
#18
/ 109
Needs editing
|
GLM 5.2 |
| Research & Competitive Analysis |
#46
/ 110
Strong
|
#50
/ 110
Usable
|
DeepSeek V3.1 Terminus |
| Training & Education |
#31
/ 110
Excellent
|
#29
/ 110
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 DeepSeek V3.1 Terminus better than GLM 5.2?
Across 22 task areas we benchmarked, GLM 5.2 ranks higher in 21 and DeepSeek V3.1 Terminus in 1.
Which is cheaper, DeepSeek V3.1 Terminus or GLM 5.2?
DeepSeek V3.1 Terminus costs 3.1× less per token ($1.22 vs $3.76 per 1M).
What is DeepSeek V3.1 Terminus better at?
DeepSeek V3.1 Terminus out-ranks GLM 5.2 at Research & Competitive Analysis.
What is GLM 5.2 better at?
GLM 5.2 out-ranks DeepSeek V3.1 Terminus at Content & Brand, RAG, Safety & Grounding, Translation & Localization.
More comparisons
This page is Spring Prompt, running in public
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Prompt × model results
12 test cases · 3 evals