Best AI for essay writing / head-to-head

Gemini 3.1 Pro Preview vs GPT-5.5for essay writing

The verdict

GPT-5.5 wins, 9483

Same 12 essay writing tasks, marked blind by three rival labs. GPT-5.5 took 7 tasks, Gemini 3.1 Pro Preview took 2, 3 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.

Sleep deprivation profoundly impairs our cognitive faculties, particularly the brain's ability to form, consolidate, and retrieve memories. When we lack adequate rest, the hippocampus, a region essential for learning and memory, experiences significantly reduced neural activity. This deficit prevents the brain from effectively transferring short term information into long term storage, a critical process that primarily occurs during deep sleep. Consequently, individuals who are sleep deprived struggle to retain new facts, learn complex new skil…
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…

Task by task

TaskGemini 3.1 Pro PreviewGPT-5.5
Structured argument85
Essay plan1010
Tighten flabby prose99
Hold a word count109
Adapt for the reader1010
Introduction only910
Steelman the other side810
Cite honestly410
Fix the structure510
Formal to plain910
Conclusion that adds something910
Refuse to pad910

Full receipts: Gemini 3.1 Pro Preview, GPT-5.5 · judges claude-sonnet-5, gpt-5.6-terra, grok-4.5

Questions people ask

Which is better for essay writing: Gemini 3.1 Pro Preview or GPT-5.5?

GPT-5.5 — it scored 94/100 against 83/100 on our 12-task essay writing suite, winning 7 tasks to 2 with 3 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 · Gemini 3.1 Pro Preview vs GPT-5.6 Sol · GPT-5.5 vs GPT-5.6 Luna · GPT-5.3-Codex vs GPT-5.5 · GPT-5.5 vs GPT-5.6 Terra · Claude Sonnet 5 vs GPT-5.5

Full ranking: Best AI for essay writing · model pages: Gemini 3.1 Pro Preview, GPT-5.5