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Self Hosted in AI Assistant — SaaS tools & trends 2026

3 products Sparkpulse tracks are shipping around self hosted in AI Assistant. The highest-velocity self hosted products right now are LibreChat, Flowise and Dify (ranked by Sparkpulse's velocity score). The theme runs across 16 sectors, so the momentum you see here is drawn from products competing in different corners of the market. Their velocity scores span 2.5 to 4.3 out of 10, a spread that shows how unevenly shipping cadence is distributed across the field. Below: every tracked product carrying this theme, updated from release data. Everything on this page is regenerated from verified release data, so the ranking reflects the latest changelogs rather than a static list.

Scoped to AI Assistant. View self hosted across all sectors →

Products shipping around self hosted

#01LibreChatLibreChat is becoming a self-hosted agent platform: skills, subagents, and frontier models.4.3alternatives →

#02FlowiseFlowise hardens its security surface while opening its flows to MCP clients.2.5alternatives →

#03DifyDify pivots from workflow builder to shell-executing agents in a sandbox.2.5alternatives →

Frequently asked questions about self hosted

Which SaaS tools ship self hosted in AI Assistant in 2026?

LibreChat, Flowise, Dify — the self hosted products Sparkpulse tracks in AI Assistant, ranked by shipping velocity from verified changelogs.

Which self hosted product has the highest shipping velocity?

LibreChat, with the top velocity score (4.3/10) in AI Assistant — Sparkpulse's velocity score is derived from verified release data.

How many products are shipping around self hosted?

Sparkpulse currently tracks 3 products carrying the self hosted theme in AI Assistant, updated continuously from verified release data.