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.

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Explore the market

Prices and medians update for the tier you select.

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

8th pctile

4 competing vendors

Comparable listings · 30d

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APIs · Pro median

$120/mo

3 priced · $77.5–$210 mid 50%

Price spectrum · Pro plans · 2 of 4 providers priced · log scale · $24.17 → $35/mo

APIs 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.

OOther2Ranked by similarity

FFrameworks2Ranked by similarity

nvidia_oo_agents

● FRAMEWORK71% similar

no public price

Pydantic AI

● FRAMEWORK69% similar

no public price

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.