AI data health.

Every 3 days a GitHub Action reads 55 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

31 Oct 2026

11:13 UTC

Catalogs read

55/55

all read live

Prices

8308

over 411 models

Never ranked

569

nobody says why

featherless

one provider

22,428 rows

read

31 Oct 2026

models-dev

many providers

8,454 rows

read

31 Oct 2026

openrouter-endpoints

many providers

1,484 rows

read

31 Oct 2026

litellm

many providers

1,303 rows

read

31 Oct 2026

edenai

one provider

1,291 rows

read

31 Oct 2026

requesty

one provider

809 rows

read

31 Oct 2026

trustedrouter

one provider

666 rows

read

31 Oct 2026

litellm-media

many providers

539 rows

read

31 Oct 2026

openrouter

many providers

449 rows

read

31 Oct 2026

nous

one provider

382 rows

read

31 Oct 2026

kilo

one provider

378 rows

read

31 Oct 2026

fal

one provider

350 rows

read

31 Oct 2026

vercel-gateway

one provider

320 rows

read

31 Oct 2026

llmtr

one provider

314 rows

read

31 Oct 2026

llmgateway

one provider

289 rows

read

31 Oct 2026

nano-gpt

one provider

197 rows

read

31 Oct 2026

jiekou

one provider

183 rows

read

31 Oct 2026

hf-router

many providers

182 rows

read

31 Oct 2026

fastrouter

one provider

179 rows

read

31 Oct 2026

zenmux

one provider

174 rows

read

31 Oct 2026

impossibl

one provider

157 rows

read

31 Oct 2026

meganova

one provider

146 rows

read

31 Oct 2026

venice

one provider

140 rows

read

31 Oct 2026

atlascloud

one provider

126 rows

read

31 Oct 2026

empiriolabs

one provider

126 rows

read

31 Oct 2026

deepinfra

one provider

122 rows

read

31 Oct 2026

poe

one provider

122 rows

read

31 Oct 2026

ofox

one provider

117 rows

read

31 Oct 2026

cortecs

one provider

108 rows

read

31 Oct 2026

novita

one provider

93 rows

read

31 Oct 2026

kenari

one provider

92 rows

read

31 Oct 2026

vercel-media

one provider

85 rows

read

31 Oct 2026

deepinfra-media

one provider

81 rows

read

31 Oct 2026

inference-net

one provider

68 rows

read

31 Oct 2026

redpill-phala

one provider

66 rows

read

31 Oct 2026

nearai

one provider

64 rows

read

31 Oct 2026

io-net

one provider

42 rows

read

31 Oct 2026

venice-media

one provider

38 rows

read

31 Oct 2026

charm-hyper

one provider

23 rows

read

31 Oct 2026

ovhcloud

one provider

22 rows

read

31 Oct 2026

avian

one provider

19 rows

read

31 Oct 2026

tinfoil

one provider

19 rows

read

31 Oct 2026

xpersona

one provider

18 rows

read

31 Oct 2026

neuralwatt

one provider

16 rows

read

31 Oct 2026

berget

one provider

14 rows

read

31 Oct 2026

zenifra

one provider

14 rows

read

31 Oct 2026

aiand

one provider

12 rows

read

31 Oct 2026

mancer

one provider

12 rows

read

31 Oct 2026

chutes

one provider

10 rows

read

31 Oct 2026

openrouter-media

one provider

10 rows

read

31 Oct 2026

ambient

one provider

9 rows

read

31 Oct 2026

inceptron

one provider

6 rows

read

31 Oct 2026

sambanova

one provider

6 rows

read

31 Oct 2026

friendli

one provider

5 rows

read

31 Oct 2026

ai21-labs

one provider

2 rows

read

31 Oct 2026

Prices being checked

10 of 65 audited prices matched the provider's page, week of 19 Oct; 46 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 row shows its last confirmed price and leads no list. Today 184 are waiting for a second reading and 24 differ from the provider's page and 8 failed a check.

Qwen3.8 Max at AIHubMix

waiting

shows $0.34 in, $1.01 out per M from 30 Oct · read $1.69 in, $5.07 out per M on 31 Oct · moved +400%

DeepSeek V4 Pro at AI/ML API

waiting

shows $1.84 in, $3.68 out per M from 30 Oct · read $0.90 in, $2.70 out per M on 31 Oct · moved -51%

Kimi K2 0905 at AI/ML API

waiting

shows $0.60 in, $2.43 out per M from 30 Oct · read $1.06 in, $3.17 out per M on 31 Oct · moved +75%

Claude Sonnet 5 at Anthropic

page disagrees

shows $1 in, $5 out per M from 18 Oct · read $1 in, $5 out per M on 18 Oct · the second reader read input 2 USD per million tokens, output 10 USD per million tokens on the provider's page: "Claude Sonnet 5 $2 / MTok $10 / MTok"

DeepSeek V4 Pro at Arcee AI

waiting

shows $1.32 in, $3.96 out per M from 30 Oct · read $1.74 in, $3.48 out per M on 31 Oct · moved +32%

GPT-3.5-turbo at Azure AI Foundry

waiting

shows $1.50 in, $2 out per M from 25 Oct · read $1 in, $2 out per M on 30 Oct · moved -33%

DeepSeek V4.1 Flash 1017 at Baidu

waiting

shows $0.28 in, $1.13 out per M from 30 Oct · read $0.15 in, $0.60 out per M on 31 Oct · moved -47%

DeepSeek V4 Flash 0731 at Baidu

waiting

shows $0.44 in, $1.32 out per M from 30 Oct · read $0.06 in, $0.17 out per M on 31 Oct · moved -87%

DeepSeek V4 Pro at Baidu

waiting

shows $1.32 in, $3.96 out per M from 30 Oct · read $0.66 in, $1.98 out per M on 31 Oct · moved -50%

GLM-5.1 at Baidu

waiting

shows $1.40 in, $4.40 out per M from 30 Oct · read $0.90 in, $2.82 out per M on 31 Oct · moved -36%

GLM-5.2 at Baidu

waiting

shows $2.25 in, $7.88 out per M from 30 Oct · read $0.62 in, $2.17 out per M on 31 Oct · moved -72%

GLM-5.2 at Baidu

waiting

shows $1.40 in, $4.40 out per M from 30 Oct · read $0.62 in, $1.94 out per M on 31 Oct · moved -56%

Kimi K2.6 at Baidu

waiting

shows $0.95 in, $4 out per M from 30 Oct · read $0.39 in, $1.64 out per M on 31 Oct · moved -59%

Llama 3.2 11B Vision Instruct at Cloudflare Workers AI

page disagrees

not listed yet · read $0.05 in, $0.68 out per M on 14 Oct · the second reader read input 0.049 USD per million tokens, output 0.676 USD per million tokens on the provider's page: "@cf/meta/llama-3.2-11b-vision-instruct $0.049 per M input tokens $0.676 per M output tokens"

DeepSeek V4.1 Flash 1017 at Cohere

waiting

shows $0.30 in, $1.20 out per M from 28 Oct · read $0.20 in, $0.66 out per M on 30 Oct · moved -45%

Qwen3.8 27B at Darkbloom

waiting

shows $0.04 in, $2.20 out per M from 28 Oct · read $0.04 in, $1.50 out per M on 30 Oct · moved -32%

DeepSeek V4 Flash 0731 at DeepInfra

waiting

shows $0.09 in, $0.18 out per M from 30 Oct · read $0.06 in, $0.18 out per M on 31 Oct · moved -33%

DeepSeek V4 Pro at DigitalOcean Gradient

waiting

shows $1.32 in, $3.96 out per M from 30 Oct · read $1.74 in, $3.48 out per M on 31 Oct · moved +32%

Gemini Robotics-ER 2 Preview at Eden AI

waiting

not listed yet · read $1 in, $5 out per M on 31 Oct · would enter the top 3 of the price list of gemini-robotics-er-2 · the provider's page agrees

Mistral Large 4 at Eden AI

waiting

shows $1.50 in, $4.60 out per M from 30 Oct · read $0.77 in, $2.31 out per M on 31 Oct · moved -50%

GLM-5.2 at Eden AI

page disagrees

not listed yet · read $1.54 in, $4.84 out per M on 30 Oct · the second reader read input 0.007499999999999999 USD per million tokens, output 0.024 USD per million tokens on the provider's page: ""id":"deepinfra/zai-org/GLM-5.2","object":"model","created":1781631930,"owned_by":"deepinfra","model_name":"zai-org/GLM-5.2","context_length":1048576,"description":"GLM 5.2 is a large-scale reasoning model from Z.ai. It supports text input "

Gemini Omni Flash at Fal

page disagrees

shows $0.65 from 10 Oct · read $0.65 on 11 Oct · the weekly audit read 3 USD per second of video on the provider's page: ""pricingInfoOverride":"Billing is calculated per second of output video, by resolution. For **360p**, your request will cost **$0.03** per second; for **720p**, **$0.10** per second; for **1080p**, **$0.15** per second; and for **4K**, **$0"

Inworld TTS-1.5 Max at Fal

page disagrees

not listed yet · read $10 on 21 Oct · the second reader read 0.01 USD per character on the provider's page: "Inworld TTS-1.5 Max 1000 characters $0.01 $0.009 111.11"

Seedance 2.5 US Draft Complete at Fal

waiting

not listed yet · read $5.82 on 31 Oct · would enter the top 3 of the price list of seedance-2-5-us-draft-complete

Wan 3.0 at Fal

page disagrees

shows $0.25 from 25 Oct · read $0.25 on 25 Oct · the weekly audit read 0.14 USD per second of video on the provider's page: "Kling Video v3 Text to Video [Pro] ↳ fal-ai/kling-video/v3/pro/text-to-video seconds $0.14 7.14 seconds"

And 191 more rows, in the section's holds file.

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.
  • A changed price waits. A move of 30% or more, or into a top three, shows once a second reading agrees.
  • 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.

what moved this week · the open dataset