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BAKO API

ML price predictions & history API for 40K+ stocks/crypto

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BAKO API gives developers historical prices and 100-day ML price predictions for 40,000+ stocks, ETFs, and cryptocurrencies via 3 clean REST endpoints (/v1/symbols, /v1/history, /v1/predictions). Unlike black-box forecast tools, we publish daily rolling accuracy metrics and let you compare past predictions directly against actual market outcomes. Start free with 100 calls/day—no credit card required—or upgrade to Pro (10,000 calls/day) for €10/mo with a 7-day free trial.

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PH · launched Oct 19, 2026 · 2 upvotes (top 23%)

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Could you build this?

Partial The three REST endpoints and the history data are easy to wrap. The 100-day ML predictions and their published accuracy require real forecasting models, clean market data licenses, and a track record, which vibe coding alone won't provide.

What it would actually take: The stack is a REST API over Postgres or a time-series store, with a scheduled job that pulls licensed price feeds and generates forecasts. The hard part is building a forecasting model that beats naive baselines and running a rigorous rolling backtest. That needs quantitative finance or ML expertise and paid market data for 40K+ instruments.

Competitors

Other products that read as similar to this one : 281 launches clear the similarity bar, closest 8 shown.

Attention rank: #46 of 282 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 355 days after the earliest competitor.

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