Claude Sonnet 4.5 vs GPT-5.4 Mini: 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 Sonnet 4.5 and GPT-5.4 Mini split the 22 task areas we tested 11–11. GPT-5.4 Mini costs 3.4× less per token ($5.25 vs $18 per 1M).
GPT-5.4 Mini costs 3.4× less per token ($5.25 vs $18 per 1M).
Task by task
| Task area | Claude Sonnet 4.5 | GPT-5.4 Mini | Winner |
|---|---|---|---|
| Structured Output |
#80
/ 113
Strong
|
#1
/ 113
Excellent
|
GPT-5.4 Mini |
| Executive Assistant |
#31
/ 112
Strong
|
#87
/ 112
Usable
|
Claude Sonnet 4.5 |
| Product & Project Management |
#71
/ 110
Strong
|
#19
/ 110
Excellent
|
GPT-5.4 Mini |
| Legal & HR |
#69
/ 110
Strong
|
#26
/ 110
Excellent
|
GPT-5.4 Mini |
| Coding |
#62
/ 115
Strong
|
#24
/ 115
Strong
|
GPT-5.4 Mini |
| Data & Analytics |
#33
/ 110
Excellent
|
#65
/ 110
Excellent
|
Claude Sonnet 4.5 |
| Sales |
#10
/ 110
Strong
|
#40
/ 110
Usable
|
Claude Sonnet 4.5 |
| Research & Competitive Analysis |
#39
/ 110
Strong
|
#11
/ 110
Excellent
|
GPT-5.4 Mini |
| Training & Education |
#51
/ 110
Excellent
|
#79
/ 110
Strong
|
Claude Sonnet 4.5 |
| Presentations & Decks |
#43
/ 110
Excellent
|
#16
/ 110
Excellent
|
GPT-5.4 Mini |
| Knowledge & Docs |
#28
/ 110
Strong
|
#3
/ 110
Excellent
|
GPT-5.4 Mini |
| Customer Support |
#43
/ 113
Strong
|
#21
/ 113
Strong
|
GPT-5.4 Mini |
| AI Strategy |
#67
/ 126
Strong
|
#48
/ 126
Strong
|
GPT-5.4 Mini |
| Summarization & Meeting Notes |
#2
/ 110
Excellent
|
#19
/ 110
Excellent
|
Claude Sonnet 4.5 |
| Landing Pages |
#30
/ 72
Strong
|
#45
/ 72
Usable
|
Claude Sonnet 4.5 |
| Content & Brand |
#74
/ 124
Usable
|
#84
/ 124
Usable
|
Claude Sonnet 4.5 |
| Creative & Comedy | #66 / 110 | #56 / 110 | GPT-5.4 Mini |
| Investor & Pitch |
#42
/ 66
Usable
|
#52
/ 66
Usable
|
Claude Sonnet 4.5 |
| Frontend & Landing Pages |
#29
/ 109
Needs editing
|
#38
/ 109
Needs editing
|
Claude Sonnet 4.5 |
| Translation & Localization |
#25
/ 110
Excellent
|
#21
/ 110
Excellent
|
GPT-5.4 Mini |
| Chef / Home Cooking |
#80
/ 126
Usable
|
#83
/ 126
Usable
|
Claude Sonnet 4.5 |
| RAG, Safety & Grounding |
#39
/ 113
Excellent
|
#42
/ 113
Excellent
|
Claude Sonnet 4.5 |
Rank = position among every model config we tested in that task area (lower is better). Sorted by biggest gap first.
Frequently asked
Is Claude Sonnet 4.5 better than GPT-5.4 Mini?
They tie across the 22 task areas we benchmarked, at 11 apiece.
Which is cheaper, Claude Sonnet 4.5 or GPT-5.4 Mini?
GPT-5.4 Mini costs 3.4× less per token ($5.25 vs $18 per 1M).
What is Claude Sonnet 4.5 better at?
Claude Sonnet 4.5 out-ranks GPT-5.4 Mini at Executive Assistant, Data & Analytics, Sales.
What is GPT-5.4 Mini better at?
GPT-5.4 Mini out-ranks Claude Sonnet 4.5 at Structured Output, Product & Project Management, Legal & HR.
More comparisons
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