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SurePrompts Research

Original, first-party data on how people actually prompt AI — drawn from 971 real prompts submitted to SurePrompts (March–June 2026), scored on an 8-dimension quality rubric. Every study is openly licensed (CC BY 4.0) with a downloadable dataset. Free to cite.

Key findings

The studies

62%
how much better Claude users prompt than ChatGPT users

June 17, 2026

Prompt Quality by AI Model

Split by the model each prompt targeted: people write 62% better prompts for Claude (27.8/100) than for ChatGPT (17.2) — but every model's audience is still failing, and those who pick no model at all score lowest of all.

Citing this research

All studies are released under CC BY 4.0. Quote any figure with attribution — for example:

Source: SurePrompts, State of AI Prompting 2026 (971 prompts scored). sureprompts.com/research

Each prompt is scored 0–100 across 8 weighted dimensions by the same deterministic engine behind the free Prompt Quality Score tool. Aggregate-only — no prompt text is stored or published. The sample skews toward people already trying to improve their prompts, so the figures are likely an upper bound.

Writing about prompt quality and want a custom cut or a quote? Get in touch.

Want to put the findings to work? Let the AI Prompt Generator rebuild your prompt — it's the tool that lifted these prompts to 77.2/100 — check your score with the Prompt Quality Score, or estimate cost across models with the token counter.

Frequently asked questions

Can I cite or reuse this research?

Yes. All 3 studies are published under a Creative Commons CC BY 4.0 license with downloadable datasets — quote any figure or chart with attribution to "SurePrompts, State of AI Prompting 2026." We're also happy to provide custom cuts or a quote on request.

How was the data measured?

Each prompt is scored 0–100 across 8 weighted dimensions by the same deterministic engine behind the free Prompt Quality Score tool. Aggregate-only — no prompt text is stored or published. The sample skews toward people already trying to improve their prompts, so the figures are likely an upper bound.

Is the underlying data free to download?

Yes. Each study links to an aggregate-only JSON dataset (no prompt text, no PII) you can download and analyze. They are openly licensed for reuse with attribution.

How large is the sample, and does it skew?

The studies are based on 971 real prompts submitted to SurePrompts (March–June 2026). Because the sample comes from people already using a prompt tool, it skews toward those trying to improve — so the quality figures are likely an upper bound; the broader average is probably lower.