project + 11
status + live
arnaud leroy
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bench
gecko.

[ the gecko never sleeps + it waits on the wall ]
platform : the ai economy + tracked | stack : next.js + supabase + bots | status : live

a new model ships every week + prices move overnight + valuations are announced as headlines + benchmarks are quoted without sources + the ai economy is the loudest market on earth

benchgecko is the quiet instrument that sits beneath it + models + benchmarks + prices + companies + compute + measured daily + sourced + dated

coingecko did it for crypto + this is the same idea for intelligence

> gecko.status()

data refresh .................. daily
edit to live page ............. seconds + no rebuild
sources ....................... every figure dated
api ........................... free + cite the source
open data ..................... cc by 4.0
languages ..................... 9
[ PRODUCT LAYERS ]
01modelsevery model + scores + context + where it runs
02benchmarkswhat each test measures + what it does not + who leads
03pricingcost per token across hosts + the same model sold at different prices
04economycompanies + funding + revenue + a bubble index with sources
05mindshareattention measured + not guessed + the gecko pulse
06infrachips + foundries + gpu rental + energy
07learnthe vocabulary of the field + in plain words

the database is the cms

no admin panel + no rebuild for content + a row changes in postgres + the page follows in seconds + deploys are only for design and code

run by bots

scores + prices + companies + translations + a weekly digest + each job on a schedule + humans curate + machines keep the lights on

real data or nothing

every figure carries a source and a date + when the data is missing the page says so + an empty state is more honest than a guess

open by default

the api is free + the datasets are public + an mcp server lets any agent ask the gecko directly + the only price is a link back

[ THE GECKO LAB + TESTS NOBODY ELSE RUNS ]
who are youdoes a model know its own name
tokenizer taxsame words + different bill
knowledge horizonwhere its memory ends
censorship indexwhat it refuses to say
same model + other hostis it really the same model
world mapcan it draw the earth
[ SYSTEM TOPOLOGY ]
┌─────────────────────────────────────────────────────────────┐ │ SOURCES │ │ [ provider apis ] [ filings ] [ public leaderboards ] │ └──────────┬──────────────────┬─────────────────────┬─────────┘ │ │ │ ▼ ▼ ▼ ┌─────────────────────────────────────────────────────────────┐ │ BOTS (scheduled) │ │ fetch + verify + date + write to postgres │ └─────────────────────────────┬───────────────────────────────┘ │ row changes ▼ ┌─────────────────────────────────────────────────────────────┐ │ REVALIDATION QUEUE │ │ the page that changed is refreshed alone │ └─────────────────────────────┬───────────────────────────────┘ │ ▼ ┌───────────────────────────────┐ │ benchgecko.ai [ 9 langs ] │ │ api + mcp + open datasets │ └───────────────────────────────┘

the instrument

the studio believes silence is a material + the loudest market needs it most + benchgecko does not predict + it does not rank by opinion + it measures + dates + and lets the numbers speak quietly

[ PROJECT STATUS ]
● live data ● bots ● free api + mcp ● gecko lab ● languages relaunch
benchgecko.ai
[ live + the ai economy + tracked ]
tail_regenerating
every number has a date
the hype is not a metric
[ follow the gecko ]