Market around Cribl Decision

A Hugging Face demo that evaluates a described situation and question with multiple-choice, yes/no, or ordered-level answers, returning probabilities for the options.

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Explore the market

Prices and medians update for the tier you select.

Compare at

Cribl Decision · Pro

No Pro plan

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Pro-provider median

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insufficient comparable pricing

vs Pro providers

No comparison

Cribl Decision doesn't sell Pro

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

Market density

13th pctile

9 competing vendors

Comparable listings · 30d

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Price spectrum · Pro plans · 3 of 3 providers priced · log scale · $39.9 → $98/mo

MCP servers APIs◻ shaded = middle 50% · line = median (all types)Cribl Decision has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches Cribl Decision'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

Cribl Decisionthis listing

AAgents4Ranked by similarity

Clef Decision Playground

AAPIs3Ranked by similarity

Jev API

● API73% similar

no public price

Small Decision Models

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.