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MagibuMizan

Typed probabilistic decisions from open language models, without text generation

Details

External ID
1389846604
Source
GITHUB
Company
—
Product
MagibuMizan
Website domain
github.com
Launched
Sept. 26, 2026
Cohort
—
Upvotes
9
Upvotes percentile
0.21822956699974377
Tags
—
Fetched at
Sept. 30, 2026, 5:02 p.m.
Updated at
Sept. 30, 2026, 5:02 p.m.

Enrichment

Theme
decision model runtimes and tools
Vertical
Horizontal
Function
Dev tools
Audience
Developer
AI stance
AI-native
Project type
Hobby / open-source project
Normalized one-liner
probabilistic decision extraction from open language models
Manually corrected
False

Could you build this?

Yes Running a single forward pass through a Hugging Face or PyTorch model to extract and normalize logits over defined token sets without text generation is a small, well-documented scripting task.

Competitors

Other products that read as similar to this one — 983 launches clear the similarity bar, closest 8 shown.

Attention rank: #703 of 984 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 331 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.