AI data health.
Every morning a GitHub Action reads 51 public catalogs without a single credential, checks each result against the one before it, and commits the data. A fetch that fails or looks broken is rejected, the last good reading keeps the section up, and the source is named here with its own date.
Last refresh
16 Sept 2026
12:08 UTC
Catalogs read
46/51
5 on a snapshot
Prices
6840
over 339 models
Never ranked
467
nobody says why
routing-run
one provider
13 rows · sanity gate: 5 of 11 matched prices moved more than 3× (median input 2.77e-7 vs 9.9275e-7)
rejected
11 Sept 2026
impossibl
one provider
0 rows · impossibl: only 0 priced rows parsed. Catalog shape changed?
no data
16 Sept 2026
neuralwatt
one provider
0 rows · neuralwatt: only 0 priced rows parsed. Catalog shape changed?
no data
16 Sept 2026
zenmux
one provider
0 rows · zenmux: only 0 priced rows parsed. Catalog shape changed?
no data
16 Sept 2026
crof
one provider
17 rows · GET https://crof.ai/v1/models -> HTTP 523
snapshot
11 Sept 2026
featherless
one provider
21,945 rows
read
16 Sept 2026
models-dev
many providers
7,320 rows
read
16 Sept 2026
openrouter-endpoints
many providers
1,309 rows
read
16 Sept 2026
litellm
many providers
1,297 rows
read
16 Sept 2026
edenai
one provider
1,058 rows
read
16 Sept 2026
requesty
one provider
690 rows
read
16 Sept 2026
trustedrouter
one provider
624 rows
read
16 Sept 2026
openrouter
many providers
438 rows
read
16 Sept 2026
nous
one provider
399 rows
read
16 Sept 2026
kilo
one provider
370 rows
read
16 Sept 2026
llmgateway
one provider
271 rows
read
16 Sept 2026
vercel-gateway
one provider
248 rows
read
16 Sept 2026
llmtr
one provider
247 rows
read
16 Sept 2026
hf-router
many providers
218 rows
read
16 Sept 2026
jiekou
one provider
179 rows
read
16 Sept 2026
pioneer
one provider
166 rows
read
16 Sept 2026
empiriolabs
one provider
164 rows
read
16 Sept 2026
fastrouter
one provider
155 rows
read
16 Sept 2026
ofox
one provider
147 rows
read
16 Sept 2026
poe
one provider
140 rows
read
16 Sept 2026
meganova
one provider
125 rows
read
16 Sept 2026
atlascloud
one provider
118 rows
read
16 Sept 2026
venice
one provider
118 rows
read
16 Sept 2026
nano-gpt
one provider
117 rows
read
16 Sept 2026
novita
one provider
110 rows
read
16 Sept 2026
cortecs
one provider
107 rows
read
16 Sept 2026
deepinfra
one provider
107 rows
read
16 Sept 2026
kenari
one provider
77 rows
read
16 Sept 2026
redpill-phala
one provider
71 rows
read
16 Sept 2026
inference-net
one provider
60 rows
read
16 Sept 2026
nearai
one provider
52 rows
read
16 Sept 2026
io-net
one provider
35 rows
read
16 Sept 2026
charm-hyper
one provider
34 rows
read
16 Sept 2026
ovhcloud
one provider
25 rows
read
16 Sept 2026
tinfoil
one provider
16 rows
read
16 Sept 2026
xpersona
one provider
16 rows
read
16 Sept 2026
chutes
one provider
14 rows
read
16 Sept 2026
avian
one provider
13 rows
read
16 Sept 2026
berget
one provider
12 rows
read
16 Sept 2026
aiand
one provider
11 rows
read
16 Sept 2026
mancer
one provider
11 rows
read
16 Sept 2026
zenifra
one provider
11 rows
read
16 Sept 2026
friendli
one provider
7 rows
read
16 Sept 2026
sambanova
one provider
7 rows
read
16 Sept 2026
inceptron
one provider
5 rows
read
16 Sept 2026
ambient
one provider
4 rows
read
16 Sept 2026
How the numbers are protected
- Only fetched numbers. A source throws on anything it does not recognise, and nothing is typed in by hand.
- A broken read is refused. A read whose row count drops by a third, or where a fifth of matched prices move more than three times, is rejected and the previous reading kept, so a half-broken parser cannot publish nonsense.
- Unit check. Every catalog quotes in something different: per token, per million, cents, euros. A catalog whose numbers do not land on a clean power of ten has its rows listed and ranked nowhere.
- One page per model. Every provider's own id for the same model collapses onto one page. An id we cannot place waits for a person to look at it and never reaches a page.
- History on the published number. A currency moving is not a price change.
workflow runs on GitHub ↗ · what moved this week → · the open dataset