Market around gut

Python library for typed semantic judgments such as yes/no classification, enum selection, and rating. Supports TypeSafe AI Jev, local NLI and LLMs, Ollama, vLLM, and OpenAI backends for agent workflows.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select. Caution: thin market — treat statistics as indicative.

Compare at

gut · Pro

No Pro plan

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Pro-provider median

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insufficient comparable pricing

vs Pro providers

No comparison

gut doesn't sell Pro

ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.

Market density

11th pctile

7 competing vendors

Comparable listings · 30d

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Price spectrum · Pro plans · 1 of 2 providers priced · log scale · $24.17 → $24.17/mo

Platforms◻ shaded = middle 50% · line = median (all types)gut has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches gut's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

FFrameworks3Ranked by similarity

● FRAMEWORK75% similar

no public price

Nvidia Oo Agents

● FRAMEWORK71% similar

no public price

OOther1Ranked by similarity

Jev Decision Skill

● OTHER71% similar

no public price

Thin market — few comparable priced products; treat statistics as indicative.