Claude Opus 4.8 vs GPT-5.6 Terra for book writing
GPT-5.6 Terra wins, 96–93
Same 12 book writing tasks, marked blind by three rival labs. GPT-5.6 Terra took 2 tasks, Claude Opus 4.8 took 2, 8 tied. Tested 16 Aug 2026.
Where they differed most
From this summary, write back-cover blurb of max 100 words: 'Retired lighthouse keeper Edith Brand receives letters addressed to her dead sister, postmarked from the village where they grew up — a village drowned by a reservoir in 1971. She returns, rents a room above the pub from a landlord who remembers too much, and discovers her sister's death forty years ago may have been neither accident nor suicide. The truth involves their father.' The blurb must NOT reveal the father's involvement — sell the mystery, don't solve it. Return only the blurb.
The letters shouldn't exist. They arrive addressed to Edith Brand's sister — dead for forty years — postmarked from a village that no longer exists, drowned beneath a reservoir since 1971. Retired and haunted, Edith returns to the place she once called home, renting a room above the pub from a landlord whose memory runs deeper than the water. But the further she wades into the past, the murkier her sister's death becomes. Was it an accident? A tragedy of her own making? Or something darker, long buried? Some secrets don't stay drowned. And…
When retired lighthouse keeper Edith Brand receives letters addressed to her dead sister, she is drawn back to the village where they grew up—though it has lain beneath a reservoir since 1971. Renting a room above the pub, Edith finds old memories stirring and old secrets guarded fiercely. The landlord remembers more than he admits, and the circumstances of her sister’s death begin to look disturbingly unclear. Was it an accident? Suicide? Or something someone has spent forty years trying to keep submerged?
Task by task
| Task | Claude Opus 4.8 | GPT-5.6 Terra |
|---|---|---|
| Is it a book? | 9 | 10 |
| Twelve chapters, one year | 10 | 10 |
| Back cover, no spoilers | 5 | 10 |
| Three cuts that matter | 10 | 10 |
| 70,000 words around a day job | 10 | 10 |
| Unstick the dialogue | 10 | 10 |
| First or third? | 9 | 9 |
| The 30,000-word wall | 9 | 9 |
| Self-publish or chase agents | 10 | 9 |
| The query letter | 10 | 9 |
| Naming the real people | 9 | 9 |
| Refuse the fake memoir | 10 | 10 |
Full receipts: Claude Opus 4.8, 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 Opus 4.8 or GPT-5.6 Terra?
GPT-5.6 Terra — it scored 96/100 against 93/100 on our 12-task book writing suite, winning 2 tasks to 2 with 8 tied. Every answer was marked blind by three judges from three rival AI labs.
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 Opus 4.8 vs GPT-5.6 Sol · GPT-5.5 vs GPT-5.6 Terra · Claude Opus 4.8 vs GPT-5.5 · GPT-5.3-Codex vs GPT-5.6 Terra · Claude Fable 5 vs GPT-5.6 Terra
Full ranking: Best AI for book writing · model pages: Claude Opus 4.8, GPT-5.6 Terra