Incremental build system for AI pipelines. It tracks artifacts and fingerprints, skips unchanged steps, caches embeddings and evaluations, estimates run costs, and provides CLI and Python/TypeScript SDKs.
Prices and medians update for the tier you select.
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aimake · Pro
No Pro plan
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Pro-provider median
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insufficient comparable pricing
vs Pro providers
No comparison
aimake doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
22nd pctile
15 competing vendors
Comparable listings · 30d
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MCP servers · Pro median
$29.99/mo
3 priced · $15.03–$39.99 mid 50%
Platforms · Pro median
$21.59/mo
4 priced · $3.34–$54 mid 50%
Frameworks · Pro median
$50/mo
1 priced · $50–$50 mid 50%
Price spectrum · Pro plans · 6 of 10 providers priced · log scale · $0.83 → $99/mo
MCP servers Platforms Frameworks◻ shaded = middle 50% · line = median (all types)aimake has no comparable Pro price — not plotted
Products in this market
Ranked by how closely each one matches aimake'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.
