Every prompt, every full response with timestamp, model version and search flag, every raw judge label, and the versioned vendor table. Editions are archived permanently at stable URLs.
edition-2026-09-scores.jsonJSONOne row per named product, with the name exactly as written and a verbatim evidence quote.16.6 MBFree nowedition-2026-09-responses.jsonJSONEvery call with its full answer text, timestamp, version string, search flag, cited URLs, latency and token counts.53.0 MBFree nowREADME.mdMarkdownWhat each column of the record means, how to reproduce any share on the site, the license and the citation. The same file ships in the pack.4 KBFree nowedition-2026-09.mdMarkdownThe derived report for the edition, including the appendix on loose paraphrase stability.378 KBFree nowprompts.jsonJSONEvery prompt verbatim: six variants across 41 categories for each buyer segment, 246 per segment. Each prompt carries its set; the September 2026 mid-market set, asked as a B2B software company, is kept under its own ids beside the current one.347 KBFree nowmodels.jsonJSONPinned models, endpoints, search tools and list prices as of the edition.12 KBFree nowvendor_aliases.jsonJSONCanonical names, aliases, category-scoped readings, exclusions and the change log.523 KBFree nowstanding.csvCSVEvery category and product pair for every buyer segment: share, rank, negative rate, labels, quadrant.9,313 rowsPack onlylabels.csvCSVOne judge label: raw name, canonical vendor, how it resolved, label, weight, evidence. The free labels file, resolved.46,965 rowsPack onlyvendors.csv, vendor_by_model.csvCSVOne product: its totals, and how each model treated it.3,918 productsPack onlyvendors/<product>.csvCSVEvery label for one product, for a vendor that wants only its own rows.3,918 filesPack onlyresponses.csv, prompts.csv, models.csvCSVOne answer with its version string, timestamp, search flag, cited URLs and tokens; every prompt; the model set.8,856 answersPack onlyindex.sqliteSQLiteEverything above in one SQLite file with a leaders view; one query reproduces any number on the site.all tablesPack onlyEverything on this page is published under CC BY 4.0, free to cite. The data dictionary, what each column means and how to reproduce any share on the site, is published above as well as in the pack.
One zip: every row above, resolved, with the data dictionary. The same key opens a report for every category: the standing, the warnings, the sources and every answer, with a written summary.
Already bought it? Download it with the license key on your receipt, on the setup page that also connects an assistant. A subscription key opens the newest edition.
| Cut | What it is |
|---|---|
| The flagship models | Claude Opus 5, Claude Opus 4.8, GPT-6 Astra, GPT-5.6 Sol, Gemini 3.1 Pro, Perplexity Sonar Pro, on your category every month. |
| Job-to-be-done framing | A seventh prompt per category that describes the work instead of naming the category. |
Prices are on the Subscribe page. A cut that enough subscribers ask for can be promoted into the public index; that is announced in the edition log above and on the method page's change log, never done quietly.
A category enters the addressable set when it is a product a buyer asks an AI to recommend for going to market. Additions and removals are announced in the edition log and on the method page, never done quietly.
Every prompt set is one combination of four choices: how big the buyer is, what industry it is in, how the question is framed, and who answers. Each added value multiplies the prompt set, so these are taxonomy decisions first and scope decisions second.
A monthly edition on the same date. A special edition within days of a major frontier release, published against the prior generation. Quarterly written analysis, only once enough editions have accumulated to say something with substance.
When the vendor table changes, every edition in the series is regenerated under the new version, so the series is never a mix of table versions. A trend that appears only after a table change is tooling, not model behavior.
The historical series is the part that gets harder to replicate the longer it runs. Every edition stays at its stable URL, and the final edition is marked final on the site.