Chronos (Amazon)
COMMUNITY· Repos & libraries · by amazon-science · vv2.3.2
Amazon's open Chronos models forecast a token's price with an uncertainty band from the candles your agent pulls with Moby's get_token_ohlcv.
What it touches
- Reads
- OHLCV candles your agent fetches from Moby (get_token_ohlcv)
- Writes
- Local files on the machine that runs it (model weights, outputs)
- Tools
- Python package `chronos-forecasting` and pretrained models from Hugging Face
- Trades
- Never trades
About
Chronos is a family of pretrained time-series models from Amazon Science. They forecast a series zero-shot, with no training on your data, and return quantiles rather than a single line. Chronos-2 adds multivariate and covariate-aware forecasts. Chronos-Bolt is the smaller, faster family.
What it adds to Moby. A forecast with a range. The band is the useful part. A wide band means the model has no idea; a tight one means recent behavior is regular. Chronos-2 can take volume or whale activity as covariates next to price.
How to pair it. Pull candles with get_token_ohlcv, forecast with Chronos, and report the median and the 10-90% band next to Moby's on-chain signals. Moby returns candles newest-first; reverse them before you feed them in. Run Kronos on the same token for a second opinion.
What it does not do. It sees numbers only: no holders, news or rug risk. These are general models, not trained for crypto, and short, choppy memecoin histories are their weakest case. It does not trade.
Install
Third-party code: Moby does not audit or control it. Read the source before you run it.
- On Python 3.10 or later:
pip install chronos-forecasting - Load Chronos-2 or a Chronos-Bolt model as the README shows: https://github.com/amazon-science/chronos-forecasting
- Ask: *"Pull 500 hourly candles for <token> with get_token_ohlcv, put them oldest-first, forecast the next 24 with Chronos, and show the median and 10-90% band."*
Works with
- Grok Bot
- Claude Code
- Codex
Links
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Curated listing. Moby did not audit the code. · Version v2.3.2 · Updated 2026-11-02