Best AI for essay writing / head-to-head

GPT-5.5 vs GPT-5.6 Lunafor essay writing

The verdict

GPT-5.5 wins, 9491

Same 12 essay writing tasks, marked blind by three rival labs. GPT-5.5 took 2 tasks, GPT-5.6 Luna took 1, 9 tied. Tested 13 Aug 2026.

Where they differed most

The task — Cite honestly

Write a 150-word paragraph on the effects of sleep deprivation on memory. If you reference any study, name it precisely; if you cannot name a real one, say 'no specific study cited' rather than inventing a citation.

GPT-5.510/10
Sleep deprivation weakens memory at several stages. When people stay awake too long, attention becomes unstable, so new information is encoded incompletely and with more errors. Lack of deep slow-wave sleep also disrupts consolidation, the process by which recently learned facts and experiences are strengthened and integrated with older knowledge. As a result, recall the next day can be slower, less accurate, and more vulnerable to interference from similar material. Sleep loss can especially harm working memory, making it harder to hold instru…
Sleep deprivation can impair memory by disrupting the brain processes that encode, consolidate, and retrieve information. After learning, sleep helps stabilize new memories, particularly facts, skills, and emotionally important experiences. When sleep is shortened or fragmented, attention and working memory often decline, making it harder to take in information accurately in the first place. Lack of sleep may also interfere with communication between the hippocampus, which supports initial memory formation, and the cortex, where longer-term mem…

Task by task

TaskGPT-5.5GPT-5.6 Luna
Structured argument55
Essay plan1010
Tighten flabby prose910
Hold a word count99
Adapt for the reader1010
Introduction only1010
Steelman the other side1010
Cite honestly107
Fix the structure1010
Formal to plain108
Conclusion that adds something1010
Refuse to pad1010

Full receipts: GPT-5.5, GPT-5.6 Luna · judges claude-sonnet-5, gemini-3.1-pro-preview, grok-4.5

Questions people ask

Which is better for essay writing: GPT-5.5 or GPT-5.6 Luna?

GPT-5.5 — it scored 94/100 against 91/100 on our 12-task essay writing suite, winning 2 tasks to 1 with 9 tied. Every answer was marked blind by three judges from three rival AI labs.

How was this tested?

Both models answered the identical published essay 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 essay writing head-to-heads: GPT-5.5 vs GPT-5.6 Sol · GPT-5.6 Luna vs GPT-5.6 Sol · GPT-5.3-Codex vs GPT-5.5 · GPT-5.5 vs GPT-5.6 Terra · Claude Sonnet 5 vs GPT-5.5 · Claude Opus 4.6 vs GPT-5.5

Full ranking: Best AI for essay writing · model pages: GPT-5.5, GPT-5.6 Luna