Theme · updated weekly

Metadata — SaaS tools & trends 2026

5 products Sparkpulse tracks are shipping around metadata. The highest-velocity metadata products right now are Jellyfin, Keboola and Pydio Cells (ranked by Sparkpulse's velocity score). The theme runs across 2 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.

Products shipping around metadata

#01JellyfinSeven candidates in, 12.0 is still trading features for correctness in the metadata layer.5.0alternatives →

#02KeboolaKeboola moves transformations to DuckDB 2.0 and pushes its docs into Snowflake and BigQuery.5.0alternatives →

#03Pydio CellsCells 5.1 gives tag values their own access policies, and 5.1.1 makes them hold up.5.0alternatives →

#04AmundsenAmundsen's last release was a config flag, and the feed has been silent for two years0.0alternatives →

#05MarquezMarquez spent 2024 turning a lineage store into a UI, then stopped releasing0.0alternatives →

Frequently asked questions about metadata

Which SaaS tools ship metadata in 2026?

Jellyfin, Keboola, Pydio Cells, Amundsen, Marquez — the metadata products Sparkpulse tracks, ranked by shipping velocity from verified changelogs.

Which metadata product has the highest shipping velocity?

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

How many products are shipping around metadata?

Sparkpulse currently tracks 5 products carrying the metadata theme, updated continuously from verified release data.