Market around Umpirix

Open-source, self-hostable typed decision service that converts application text and typed questions into calibrated choices, scores, or null answers. Includes a local embedding engine, API server, web console, and JavaScript/Python SDKs.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at

Umpirix · Pro

No Pro plan

—

Pro-API median

$49

across 3 priced APIs

vs Pro APIs

No comparison

Umpirix doesn't sell Pro

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

Market density

19th pctile

22 competing vendors

Comparable listings · 30d

—

APIs · Pro median

$49/mo

3 priced · —–— mid 50%

Price spectrum · Pro plans · 4 of 5 providers priced · log scale · $5 → $98/mo

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

Products in this market

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

AAPIs8Ranked by similarity

Jev / TypeSafe System One

MMCP servers3Ranked by similarity

AAgents5Ranked by similarity

Decision Model Test

● AGENT79% similar

no public price

Laya Decision Playground

● AGENT76% similar

no public price

Julia-1 Decision Demo

● AGENT73% similar

no public price

Clef Decision Playground

OOther1Ranked by similarity

Kev9

● OTHER73% 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.