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Shap — SaaS tools & trends 2026

3 products Sparkpulse tracks are shipping around shap. The highest-velocity shap products right now are shapviz, kernelshap and treeshap (ranked by Sparkpulse's velocity score). Tracked products here hold a velocity score of 0.0 out of 10. 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.

Products shipping around shap

#01shapvizshapviz refines its SHAP plots release by release while chasing ggplot2's moving target.0.0alternatives →
#02kernelshapkernelshap makes permutation SHAP practical past eight features, then fixes the kernel weights it had wrong.0.0alternatives →

Frequently asked questions about shap

Which SaaS tools ship shap in 2026?

shapviz, kernelshap, treeshap — the shap products Sparkpulse tracks, ranked by shipping velocity from verified changelogs.

Which shap product has the highest shipping velocity?

shapviz, with the top velocity score (0.0/10) — Sparkpulse's velocity score is derived from verified release data.

How many products are shipping around shap?

Sparkpulse currently tracks 3 products carrying the shap theme, updated continuously from verified release data.