Nicheloom

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Token Forecaster

Forecast how long an LLM reply will run, before Enter

Details

External ID
1260685
Source
PH
Company
—
Product
Token Forecaster
Website domain
producthunt.com
Launched
Sept. 25, 2026
Cohort
—
Upvotes
65
Upvotes percentile
0.9715362411802437
Tags
Open Source, Developer Tools, Artificial Intelligence, GitHub
Fetched at
Sept. 26, 2026, 6:20 p.m.
Updated at
Sept. 26, 2026, 6:20 p.m.

Description

Token Forecaster puts a range on an LLM reply before you press Enter: the usual length, and a worst case that held for 90.6% of 4,146 unseen calls. While the reply streams, it shows whether it is running long. It only watches and never changes the request. Learns from your local history. Open source, MIT.

Enrichment

Theme
email infrastructure and inbox utilities
Vertical
Horizontal
Function
Dev tools
Audience
Developer
AI stance
AI-native
Project type
Hobby / open-source project
Normalized one-liner
llm response token length prediction tool
Manually corrected
False

Could you build this?

Yes It is a lightweight client-side utility that applies simple statistical token estimation models and quantile regressions to predict text completion length.

Competitors

Other products that read as similar to this one — 45 launches clear the similarity bar, closest 8 shown.

Attention rank: #3 of 46 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 317 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a dev tools tool for Sales yet.