Data & method

Every number here can be traced, downloaded and recomputed.

No figure on this site is typed in by hand. The organisms read public data, the engine that runs them is published byte for byte, and any visitor can rerun it in their own browser and get the same result to the last digit.

Where the inputs come from

Prices

Hourly closes of the 11 underlying assets

Yahoo Finance chart API: ETH-USD, SPY, QQQ, NVDA, TSLA, AAPL, MSFT, AMZN, GOOGL, META, COIN. The tokens on Robinhood Chain track these prices; the backtest trades the underlying price, not the token's pool price. One clock: US market hours.

raw/hist-1h.json

On-chain flow · EXP-002

Every swap in the 11 Uniswap v3 pools

All Swap events from Robinhood Chain (chain id 4663), block 1 to the start of the sealed holdout, summed per hour into USDG bought and sold. Pools listed below, each linked to the explorer.

raw/flow-1h.json

News · EXP-003

Daily news tone from GDELT

GDELT 2.0 DOC API, timelinetone, English sources: the average sentiment of every matching article per day. The exact query for each asset is inside the file.

raw/news-1d.json

Brains

The worm's 302 neurons, the fry's 11 cells

The worm answers come from running the C. elegans wiring diagram (Cook et al. 2019) as a spiking network for every smell level and memory level, stored as a table the engine replays. The fry circuit is simulated in full at every bar, inside the engine file below.

raw/league/worm-table.json

AssetPool on Robinhood ChainToken

The science behind each organism

Every organism is a model from published research. Each paper was looked up on Crossref (books on OpenLibrary), its authors and year checked and its DOI resolved; the list is rebuilt by node server/sources/verify.mjs. "Background" papers explain the real organism; the rest supply equations or numbers the engine uses, and link to that line of code.

Recompute it yourself

Open any organism on the map and press Recompute. Your browser loads the engine files and raw data listed below, runs the organism through the four test folds with the setting it chose and the same five seeds, and compares every fold with the published number.

With Node.js you can also run the whole league from the source code, which will be linked here.

Files and fingerprints

SHA-256 of every engine and data file this site serves. Press the button to download each file and hash it in your browser; a single changed byte changes the hash.

FileSizeSHA-256

Registered before the run

Each experiment's hypothesis, organisms, budget and gates are written to the ledger before it runs, so the target cannot move after the result is known. The last three months of data are sealed and stay unopened until an experiment passes all four gates on the rest.

ExperimentRegistered (UTC)HypothesisResult

Ledger: raw/lab/ledger.json · SHA-256 …

Not yet timestamped: the ledger's hash will be anchored in a public blockchain so registrations can be checked against an independent clock.

What this does not prove