Open-source Knowledge-RAG pipeline that extracts, attributes, filters, ranks, deduplicates, and exports document facts for fine-tuning or retrieval. Includes reliability scoring, graph storage integrations, critique loops, and a Hermes skill.
Prices and medians update for the tier you select.
Compare at
knowledgereduce · Pro
No Pro plan
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Pro-provider median
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insufficient comparable pricing
vs Pro providers
No comparison
knowledgereduce doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
22nd pctile
18 competing vendors
Comparable listings · 30d
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Agents · Pro median
$34/mo
5 priced · $20.52–$49 mid 50%
Price spectrum · Pro plans · 12 of 16 providers priced · log scale · $1.5 → $500/mo
Agents MCP servers Platforms Frameworks◻ shaded = middle 50% · line = median (all types)knowledgereduce has no comparable Pro price — not plotted
Products in this market
Ranked by how closely each one matches knowledgereduce's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.
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.