Top 5 writing models – overall score
* model retired
What to use for each task
Best for sales and sensitive customer-facing copy: Gemini 3.1 Pro
Best for generating clickable headlines and titles: Gemini 3.1 Pro or Claude Opus 4.6
Best for coming up with names for products and companies: Fable 5.1
Best for writing according to a tone of voice guide: GPT-6 Astra
Best for writing about dense topics clearly: Fable 5.1 or Gemini 3.1 Pro
The leaderboard
| Rank (overall) |
Vendor | Model | Customer messages and persuasive copy |
Headlines and titles |
Naming things |
Tone adherence |
Clarity | Overall writing score |
|---|
* model retired
Our scoring panel is made up of specialist writers from the Definition language team.
They have been crafting copy and defining tone of voice for brands like Monzo, Specsavers, Zurich and Disney+ for decades.
How it works
We test every major LLM across five core business writing capabilities, using eight different tasks:
1) Customer messages and persuasive copy
- Delivering bad news to customers
- Product description
2) Headlines and titles
- Article headline generation
- YouTube title generation
3) Naming things
- Product names
- Company names
4) Tone adherence and clarity
- Adapting copy to match specific tone of voice guidelines
5) Clarity
- Rewriting dense text for clarity
Our specialists review every output and grade the model out of 10 for each capability. A 10 means the copy is “client-ready”, perfectly on brief with zero edits needed.
We add new models to the table soon after their release. Benchmark programme led by Tom Pallot.
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Our language team panel:
- Nick Padmore, head of language
- Hannah Moffatt, creative director
- Nick Banks, language and AI specialist
- Alex Goldstein, creative director
- Ashleigh Thompson, writer
- Matt Boothman, senior writer
- Robert Hart, senior writer