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.