Theme · updated weekly

Model Support in AI Assistant — SaaS tools & trends 2026

2 products Sparkpulse tracks are shipping around model support in AI Assistant. The highest-velocity model support products right now are Ollama and Khoj (ranked by Sparkpulse's velocity score). The theme runs across 3 sectors, so the momentum you see here is drawn from products competing in different corners of the market. Their velocity scores span 0.0 to 5.0 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 model support across all sectors →

Products shipping around model support

#01OllamaOllama's rc stream keeps widening its backend and GPU coverage, one plumbing fix at a time5.0alternatives →
#02KhojKhoj gave its assistant long-term memory, then started winding down its own cloud.0.0alternatives →

Frequently asked questions about model support

Which SaaS tools ship model support in AI Assistant in 2026?

Ollama, Khoj — the model support products Sparkpulse tracks in AI Assistant, ranked by shipping velocity from verified changelogs.

Which model support product has the highest shipping velocity?

Ollama, with the top velocity score (5.0/10) in AI Assistant — Sparkpulse's velocity score is derived from verified release data.

How many products are shipping around model support?

Sparkpulse currently tracks 2 products carrying the model support theme in AI Assistant, updated continuously from verified release data.