Data health.
Every 3 days a GitHub Action re-fetches all 25 providers, sanity-checks each result against the previous snapshot, and commits the data. When a fetch fails or looks broken, the last good snapshot keeps the site up and the provider is flagged here and on its pages.
Last refresh
31 Oct 2026
11:00 UTC
Providers live
25/25
all fresh
Offers
527
in the index
Price changes
3
recorded last run
23 offers · live-web
live
31 Oct 2026
66 offers · live-api
live
31 Oct 2026
70 offers · live-web
live
31 Oct 2026
18 offers · live-api
live
31 Oct 2026
12 offers · live-api
live
31 Oct 2026
59 offers · live-api
live
31 Oct 2026
12 offers · live-api
live
31 Oct 2026
9 offers · live-web
live
31 Oct 2026
4 offers · live-web
live
31 Oct 2026
5 offers · live-web
live
31 Oct 2026
34 offers · live-api
live
31 Oct 2026
18 offers · live-api
live
31 Oct 2026
6 offers · live-web
live
31 Oct 2026
5 offers · live-web
live
31 Oct 2026
11 offers · live-web
live
31 Oct 2026
9 offers · live-web
live
31 Oct 2026
9 offers · live-web
live
31 Oct 2026
5 offers · live-web
live
31 Oct 2026
3 offers · live-web
live
31 Oct 2026
10 offers · live-web
live
31 Oct 2026
9 offers · live-web
live
31 Oct 2026
4 offers · live-web
live
31 Oct 2026
6 offers · live-web
live
31 Oct 2026
90 offers · live-web
live
31 Oct 2026
30 offers · live-api
live
31 Oct 2026
Prices being checked
3 of 13 audited prices matched the provider's page, week of 19 Oct; 8 could not be read.
A price that moves 30% or more, or would reach a top three, waits for a second reading at least 12 hours later and is checked against the provider's own page, and so is one that fails a check or that a reader reports. Meanwhile the plan shows its last confirmed price and leads no list. Today 3 differ from the provider's page.
RS 1000 G12.5 at netcup
page disagrees
not listed yet · read €18.26/mo on 30 Oct · the second reader read 21.73 EUR a month on the provider's page: "€21.73 €25.00(incl. 19% VAT) Order now >"
RS 2000 G12.5 at netcup
page disagrees
not listed yet · read €34.20/mo on 30 Oct · the second reader read 40.7 EUR a month on the provider's page: "12 months contract period, from monthly €40.70 €46.81(incl. 19% VAT)"
RS 500 G12.5 at netcup
page disagrees
not listed yet · read €10.87/mo on 30 Oct · the second reader read 12.93 EUR a month on the provider's page: "12 months contract period, from monthly €12.93"
Model catalog · Hugging Face
33 models
Facts refreshed 26 Oct 2026 · 33 fetched, 0 need attention
Parameter counts, licenses, exact GGUF sizes and KV-cache geometry are re-fetched weekly; only the blurbs are hand-written.
2 trending model(s) not yet tracked.
Hardware prices · vendor pages + web
14 machines
Prices checked 26 Oct 2026 · 12 refreshed, 0 skipped, 2 need attention
Apple prices come straight from the store page; vendors that block bots are checked through a web lookup with a ±40% sanity gate and shown as approximate.
Catalog items needing attention
- hardware:rtx-5060-ti-16: rejected (price $739.99 moves 62% vs $456)
- hardware:framework-desktop-128: rejected (price $1999 moves -42% vs $3449)
How the pipeline protects the numbers
- Only fetched numbers. Adapters throw on anything unexpected; nothing is hand-typed.
- Sanity gate. A fetch whose plan count halves or whose median price moves more than 2.5× is rejected and the previous snapshot kept, so a half-broken scraper cannot publish garbage.
- A changed price waits. A move of 30% or more, or into a top three, shows once a second reading agrees.
- Alerts. A provider stale for 3+ days opens a rolling GitHub issue that closes itself when the fetch recovers.
- Price history. Every change is recorded; offer pages show the latest movement.
- Catalogs refresh too. Model facts and hardware prices are re-fetched weekly with the same gate-and-alert pattern, so the model and rent-vs-buy pages do not drift.