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Anthropic Claude Opus 4.5 VS Z.ai GLM 5.2

Claude Opus 4.5 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.

Claude Opus 4.5 wins 14 of 22 task areas we tested; GLM 5.2 takes 8. GLM 5.2 costs 8.0× less per token ($3.76 vs $30 per 1M).

14
Task areas won
8
78
Avg percentile
74
3
Top-3 finishes
0
$30.0
Price / 1M tokens
$3.76
Anthropic
Provider
Z.ai

GLM 5.2 costs 8.0× less per token ($3.76 vs $30 per 1M).

Task by task

Task area Claude Opus 4.5 GLM 5.2 Winner
Structured Output #82 / 113
Strong
#25 / 113
Excellent
GLM 5.2
Product & Project Management #60 / 110
Strong
#11 / 110
Excellent
GLM 5.2
RAG, Safety & Grounding #52 / 113
Excellent
#6 / 113
Excellent
GLM 5.2
Chef / Home Cooking #14 / 126
Strong
#59 / 126
Usable
Claude Opus 4.5
Customer Support #56 / 113
Strong
#16 / 113
Strong
GLM 5.2
Executive Assistant #4 / 112
Strong
#43 / 112
Strong
Claude Opus 4.5
Creative & Comedy #8 / 110 #46 / 110 Claude Opus 4.5
Sales #3 / 110
Strong
#39 / 110
Usable
Claude Opus 4.5
Research & Competitive Analysis #17 / 110
Excellent
#50 / 110
Usable
Claude Opus 4.5
Data & Analytics #9 / 110
Excellent
#41 / 110
Excellent
Claude Opus 4.5
Knowledge & Docs #47 / 110
Strong
#21 / 110
Strong
GLM 5.2
Translation & Localization #5 / 110
Excellent
#28 / 110
Excellent
Claude Opus 4.5
Presentations & Decks #45 / 110
Excellent
#25 / 110
Excellent
GLM 5.2
Landing Pages #7 / 72
Strong
#26 / 72
Strong
Claude Opus 4.5
AI Strategy #16 / 126
Strong
#34 / 126
Strong
Claude Opus 4.5
Coding #39 / 115
Strong
#23 / 115
Strong
GLM 5.2
Frontend & Landing Pages #2 / 109
Usable
#18 / 109
Needs editing
Claude Opus 4.5
Investor & Pitch #10 / 66
Strong
#24 / 66
Strong
Claude Opus 4.5
Summarization & Meeting Notes #1 / 110
Excellent
#9 / 110
Excellent
Claude Opus 4.5
Legal & HR #30 / 110
Excellent
#36 / 110
Excellent
Claude Opus 4.5
Training & Education #24 / 110
Excellent
#29 / 110
Excellent
Claude Opus 4.5
Content & Brand #21 / 124
Strong
#19 / 124
Strong
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 Claude Opus 4.5 better than GLM 5.2?

Across 22 task areas we benchmarked, Claude Opus 4.5 ranks higher in 14 and GLM 5.2 in 8.

Which is cheaper, Claude Opus 4.5 or GLM 5.2?

GLM 5.2 costs 8.0× less per token ($3.76 vs $30 per 1M).

What is Claude Opus 4.5 better at?

Claude Opus 4.5 out-ranks GLM 5.2 at Chef / Home Cooking, Executive Assistant, Creative & Comedy.

What is GLM 5.2 better at?

GLM 5.2 out-ranks Claude Opus 4.5 at Structured Output, Product & Project Management, RAG, Safety & Grounding.

Full Claude Opus 4.5 review → Full GLM 5.2 review → Full model leaderboard →

More comparisons

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The rankings above come from running real tasks through real models and scoring every output. Spring Prompt is that same engine — pointed at your prompt, your test cases, and your definition of good.

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  • Optimise the winner until the scores say it's ready to ship.
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Prompt × model results

12 test cases · 3 evals
Claude Opus
GPT-5
Gemini
v1
7.1
6.8
7.4
v2
8.3
7.9
8.0
v3
9.2
8.6
8.4
Best combo: v3 × Claude Opus
9.2 quality · $0.004/run · 1.8s