Best AI for essay writing / head-to-head

GPT-5.3-Codex vs GPT-5.6 Solfor essay writing

The verdict

GPT-5.6 Sol wins, 9588

Same 12 essay writing tasks, marked blind by three rival labs. GPT-5.6 Sol took 3 tasks, GPT-5.3-Codex took 2, 7 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 impairs memory at multiple stages: encoding, consolidation, and retrieval. When people are short on sleep, attention becomes unstable, so fewer details are encoded in the first place. During subsequent nights, reduced slow-wave sleep and REM sleep weaken hippocampal-cortical communication, limiting the transfer of recent experiences into longer-term storage. As a result, both declarative memory (facts, vocabulary, events) and procedural memory (skills, sequences) decline. Sleep loss also increases cortisol and inflammatory sig…
Sleep deprivation harms memory at several stages. When people do not get enough sleep, attention becomes less stable, so new information is encoded less accurately in the first place. Lack of sleep also disrupts consolidation, the process by which recently learned material is strengthened and integrated with existing knowledge. As a result, facts, skills, and experiences may be recalled less reliably the next day. Working memory is also affected: sleep-deprived people often struggle to hold and manipulate information, follow multistep instructi…

Task by task

TaskGPT-5.3-CodexGPT-5.6 Sol
Structured argument88
Essay plan59
Tighten flabby prose109
Hold a word count99
Adapt for the reader1010
Introduction only1010
Steelman the other side910
Cite honestly510
Fix the structure1010
Formal to plain109
Conclusion that adds something1010
Refuse to pad1010

Full receipts: GPT-5.3-Codex, GPT-5.6 Sol · judges claude-sonnet-5, gemini-3.1-pro-preview, grok-4.5

Questions people ask

Which is better for essay writing: GPT-5.3-Codex or GPT-5.6 Sol?

GPT-5.6 Sol — it scored 95/100 against 88/100 on our 12-task essay writing suite, winning 3 tasks to 2 with 7 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-5.6 Sol vs GPT-5.6 Terra · Claude Sonnet 5 vs GPT-5.6 Sol · Claude Opus 4.6 vs GPT-5.6 Sol · Claude Fable 5 vs GPT-5.6 Sol

Full ranking: Best AI for essay writing · model pages: GPT-5.3-Codex, GPT-5.6 Sol