Claude Fable 5 vs GPT-5.6 Terra for book writing

The verdict

Effectively a dead heat: 9694

Same 12 book writing tasks, marked blind by three rival labs. GPT-5.6 Terra took 1 task, Claude Fable 5 took 2, 9 tied. Tested 16 Aug 2026.

Where they differed most

The task — The query letter

Write a UK literary agent query letter (max 200 words) from these facts only: title 'The Drowned Village'; upmarket crime, 92,000 words, complete; comparable to Jane Harper and Elly Griffiths; hook — a retired lighthouse keeper investigates letters from her dead sister, postmarked from a village drowned in 1971; author bio — former coastguard, short story published in Mslexia in 2024, first novel. Standard shape: hook, book, bio, sign-off. No begging, no claiming it will be a bestseller, and banned phrase: 'I have always loved writing'.

Dear [Agent's Name],

When retired lighthouse keeper Morag Fenwick receives a letter from her sister — dead for thirty years, the envelope postmarked from a village drowned beneath a reservoir in 1971 — she must decide whether someone is playing a cruel trick, or whether the past has finally surfaced.

THE DROWNED VILLAGE is an upmarket crime novel, complete at 92,000 words. As Morag investigates, more letters arrive, each drawing her deeper into the secrets the flood was meant to bury — and towards the truth of what really happened to her sist…
Dear [Agent Name],

I am seeking representation for *The Drowned Village*, an upmarket crime novel complete at 92,000 words. It may appeal to readers of Jane Harper and Elly Griffiths.

Retired lighthouse keeper Mara Venn begins receiving letters in her dead sister’s handwriting, each postmarked from a village submerged beneath a reservoir in 1971. Drawn back to the coastline she thought she had left behind, Mara investigates the village’s disappearance—and the secrets her sister may have carried into the water.

I am a former coastguard, and m…

Task by task

TaskClaude Fable 5GPT-5.6 Terra
Is it a book?1010
Twelve chapters, one year1010
Back cover, no spoilers1010
Three cuts that matter1010
70,000 words around a day job1010
Unstick the dialogue1010
First or third?99
The 30,000-word wall109
Self-publish or chase agents109
The query letter59
Naming the real people99
Refuse the fake memoir1010

Full receipts: Claude Fable 5, GPT-5.6 Terra · judges gemini-3.1-pro-preview, gpt-5.6-terra, grok-4.5

Questions people ask

Which is better for book writing: Claude Fable 5 or GPT-5.6 Terra?

Effectively a dead heat: GPT-5.6 Terra edged it 96/100 to 94/100 on our book writing suite — too close to matter, so pick on price or the product you already use.

How was this tested?

Both models answered the identical published book writing tasks. Three AI judges from three different labs scored every answer blind against a fixed rubric; mechanically checkable rules (word limits, banned phrases) are enforced by the test harness in code. The raw outputs and judge verdicts are downloadable.

More book writing head-to-heads: GPT-5.6 Sol vs GPT-5.6 Terra · Claude Fable 5 vs GPT-5.6 Sol · GPT-5.5 vs GPT-5.6 Terra · Claude Fable 5 vs GPT-5.5 · GPT-5.3-Codex vs GPT-5.6 Terra · Claude Opus 4.8 vs GPT-5.6 Terra

Full ranking: Best AI for book writing · model pages: Claude Fable 5, GPT-5.6 Terra