DeepSeek V3.1 Terminus
VS
GLM 5
DeepSeek V3.1 Terminus vs GLM 5: 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 wins 15 of 22 task areas we tested; DeepSeek V3.1 Terminus takes 7. DeepSeek V3.1 Terminus costs 2.1× less per token ($1.22 vs $2.52 per 1M).
DeepSeek V3.1 Terminus costs 2.1× less per token ($1.22 vs $2.52 per 1M).
Task by task
| Task area | DeepSeek V3.1 Terminus | GLM 5 | Winner |
|---|---|---|---|
| Translation & Localization |
#101
/ 110
Strong
|
#26
/ 110
Excellent
|
GLM 5 |
| Legal & HR |
#95
/ 110
Strong
|
#37
/ 110
Excellent
|
GLM 5 |
| Coding |
#92
/ 115
Usable
|
#36
/ 115
Strong
|
GLM 5 |
| Frontend & Landing Pages |
#33
/ 109
Needs editing
|
#76
/ 109
Weak
|
DeepSeek V3.1 Terminus |
| Presentations & Decks |
#91
/ 110
Strong
|
#49
/ 110
Excellent
|
GLM 5 |
| Content & Brand |
#100
/ 124
Usable
|
#60
/ 124
Strong
|
GLM 5 |
| Chef / Home Cooking |
#95
/ 126
Usable
|
#57
/ 126
Usable
|
GLM 5 |
| RAG, Safety & Grounding |
#85
/ 113
Excellent
|
#47
/ 113
Excellent
|
GLM 5 |
| Training & Education |
#31
/ 110
Excellent
|
#67
/ 110
Strong
|
DeepSeek V3.1 Terminus |
| AI Strategy |
#101
/ 126
Usable
|
#66
/ 126
Strong
|
GLM 5 |
| Customer Support |
#69
/ 113
Usable
|
#35
/ 113
Strong
|
GLM 5 |
| Structured Output |
#63
/ 113
Excellent
|
#94
/ 113
Strong
|
DeepSeek V3.1 Terminus |
| Sales |
#97
/ 110
Needs editing
|
#68
/ 110
Usable
|
GLM 5 |
| Knowledge & Docs |
#50
/ 110
Usable
|
#24
/ 110
Strong
|
GLM 5 |
| Landing Pages |
#44
/ 72
Strong
|
#69
/ 72
Needs editing
|
DeepSeek V3.1 Terminus |
| Product & Project Management |
#36
/ 110
Strong
|
#58
/ 110
Strong
|
DeepSeek V3.1 Terminus |
| Creative & Comedy | #89 / 110 | #72 / 110 | GLM 5 |
| Summarization & Meeting Notes |
#32
/ 110
Excellent
|
#48
/ 110
Excellent
|
DeepSeek V3.1 Terminus |
| Executive Assistant |
#77
/ 112
Usable
|
#62
/ 112
Strong
|
GLM 5 |
| Data & Analytics |
#56
/ 110
Excellent
|
#43
/ 110
Excellent
|
GLM 5 |
| Investor & Pitch |
#64
/ 66
Needs editing
|
#62
/ 66
Usable
|
GLM 5 |
| Research & Competitive Analysis |
#46
/ 110
Strong
|
#48
/ 110
Strong
|
DeepSeek V3.1 Terminus |
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?
Across 22 task areas we benchmarked, GLM 5 ranks higher in 15 and DeepSeek V3.1 Terminus in 7.
Which is cheaper, DeepSeek V3.1 Terminus or GLM 5?
DeepSeek V3.1 Terminus costs 2.1× less per token ($1.22 vs $2.52 per 1M).
What is DeepSeek V3.1 Terminus better at?
DeepSeek V3.1 Terminus out-ranks GLM 5 at Frontend & Landing Pages, Training & Education, Structured Output.
What is GLM 5 better at?
GLM 5 out-ranks DeepSeek V3.1 Terminus at Translation & Localization, Legal & HR, Coding.
More comparisons
This page is Spring Prompt, running in public
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Prompt × model results
12 test cases · 3 evals