Market around FlipScope

An open-source TabPFN decision explorer that finds single-feature edits affecting predictions, tests their stability across training subsets, and exposes saved experiment evidence through MCP tools.

Visit github.com ↗

Explore the market

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

Compare at

FlipScope · Pro

No Pro plan

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Pro-provider median

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insufficient comparable pricing

vs Pro providers

No comparison

FlipScope doesn't sell Pro

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

Market density

0th pctile

0 competing vendors

Comparable listings · 30d

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Price spectrum · Pro plans · 1 of 2 providers priced · log scale · $49 → $49/mo

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

Products in this market

Ranked by how closely each one matches FlipScope'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

FlipScopethis listing

● OTHER

no public price

Model Explainability MCP

● OTHER61% similar

no public price

MMCP servers2Ranked by similarity

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