Open Data — AMPM-AIOPS verified datasets (CC BY-SA 4.0)
In one sentence: the data that AMPM-AIOPS (Ask More) and its fact-checking sub-sites verify every day is published on GitHub for anyone to download, check and cite. Only rows that have a last-verified date and an official source URL are published — confidence comes from verifiability, not from row count.
Repository: github.com/AMPM-AIOPS-HQ/awesome-ai-tools-pricing | License: CC BY-SA 4.0 (free to use and adapt; credit "AMPM-AIOPS Ask More, ampm-aiops.com" and share alike) | Method: verification and scoring standard (Chinese)
Six datasets (snapshot 2026-09-04: 280 rows published, 97 rows below the public threshold are held back)
Every row has: name, slug, the dataset's core figures, an official source URL (tracking parameters stripped), last_verified, and a back-link to the full record on our site. Not included: partner / referral tracking links, internal verification notes, scoring formulas.
| Dataset | Rows | Last verified | Download | Browse |
|---|---|---|---|---|
| AI Tools Pricing & Free Tiers | 100 | 2026-09-04 | JSON | CSV | Free-tier table |
| Taiwan Credit Cards | 99 | 2026-09-04 | JSON | CSV | finance.ampm-aiops.com |
| Travel eSIM Plans | 35 | 2026-09-04 | JSON | CSV | esim.ampm-aiops.com |
| VPN Pricing & Audits | 5 | 2026-09-04 | JSON | CSV | — |
| US Stock Brokers (Taiwan residents) | 16 | 2026-09-04 | JSON | CSV | finance.ampm-aiops.com/broker |
| Crypto Exchanges & Wallets | 25 | 2026-09-04 | JSON | CSV | finance.ampm-aiops.com/crypto |
Machine-readable index (row counts, last-verified dates and file URLs, refreshed daily): datasets/index.json. Numbers on this page are the snapshot at deploy time; GitHub has the live figures.
How you can tell the data is actually maintained
- Exported and pushed every day at 04:00 (Asia/Taipei); CHANGELOG.md lists added / changed / removed rows per day (a change of last_verified alone does not count).
- Badges are real values: the "last verified" and "verified rows" badges in the README read JSON files inside the repository.
- Monthly snapshots: a
vYYYY.MMtag and GitHub Release on the 1st of each month so you can cite a fixed version (first: v2026.09). - Found an error? Open a GitHub Issue with a link to the official page; we re-verify, fix the source database, and the fix flows to the repository on the next export.
How to cite
AMPM-AIOPS Ask More (2026). AMPM-AIOPS Open Data, v2026.09, CC BY-SA 4.0. https://ampm-aiops.com/en/open-data/
Disclaimer: prices, fees and free-tier limits change without notice; each row is a snapshot as of its last_verified date — confirm against the official page before relying on a figure. Nothing here is investment advice.
