Observed arrival · 2026-09-22

Wattai puts typed decisions on your device

wattai.dev Visit website

Editorial interest 84/100 Selection signal · not a rating of the site

Wattai scores supplied options against a piece of text, returning a choice and calibrated probability for every option.

Landing page captured for the 2026-09-22 issue.

For: Developers building typed text classifiers
Worth noticing: It never generates a string; it scores only the options supplied and returns calibrated probabilities.

Field notes

Wattai accepts text and a caller-defined set of options, then produces a constrained result with probabilities rather than free-form language. Its examples cover ticket intent, urgency, refund requests, product identification, and agent traces. The page reports a 726 MB f16 download, a 1,024-token hosted limit, and five observed preview requests at 2.16–2.41 seconds round trip, while noting that local performance is hardware-dependent.

Observed signals

Read the marks

Editorial observations of this landing page, not a rating.

○OpenPublic substance visible

✦PrettyNotable craft visible

●ProPolished or operationally mature

◎NicheUnusually specific use

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