OpenCTI
OpenCTI ships near-daily, steering security coverage and AI work through XTM One.
A side-by-side editorial comparison of Holistics and Tinybird — release velocity, themes, recent moves, and the top alternatives to consider.
Holistics is turning its BI layer into a place where AI runs on a schedule.
In a single week Holistics shipped AI Tasks (reusable, scheduled AI jobs), AI Block narratives on dashboards, file attachments in AI chat, and Cost Analytics to break down AI spend. Alongside that came non-destructive chart switching and cross-filters saved in the URL. The Snowflake and Databricks semantic-layer sync from late September supplies governed metrics for the AI to work on.
Tinybird keeps shipping weekly, now tightening the knobs on deduplication and indexing.
Tinybird ships a changelog every Friday, and the recent ones alternate between MCP tooling for LLM access and operational controls for its ClickHouse-based stack. The October 2 release adds secondary indexes in Data Source settings and a configurable deduplication window, tightens SQL API and deployment validation, and makes arm64 Tinybird Local depend on a 4KiB page size kernel. The Classic migration period has ended, so v1 is now the only path forward.
In a single week Holistics shipped AI Tasks (reusable, scheduled AI jobs), AI Block narratives on dashboards, file attachments in AI chat, and Cost Analytics to break down AI spend. Alongside that came non-destructive chart switching and cross-filters saved in the URL. The Snowflake and Databricks semantic-layer sync from late September supplies governed metrics for the AI to work on.
The product is moving from AI as a chat assistant toward AI as automated, recurring work inside BI, with cost monitoring added because usage is expected to grow. Pulling in warehouse semantic layers instead of duplicating them reduces the modeling burden and gives the AI trusted definitions. Interface polish (navigation, themes, chart memory) is running in parallel to keep the core explore experience competitive.
Expect AI Tasks to gain delivery targets (email, Slack, dashboards) and more governance and cost controls around scheduled AI runs, given Cost Analytics shipped alongside them.
Tinybird ships a changelog every Friday, and the recent ones alternate between MCP tooling for LLM access and operational controls for its ClickHouse-based stack. The October 2 release adds secondary indexes in Data Source settings and a configurable deduplication window, tightens SQL API and deployment validation, and makes arm64 Tinybird Local depend on a 4KiB page size kernel. The Classic migration period has ended, so v1 is now the only path forward.
The product is moving from 'real-time analytics API' toward a managed data backend that both developers and LLM agents can query. MCP tooling (one Endpoint tool, configurable formats, query plans) covers the agent side. Secondary indexes, dedup windows, on-demand Copy Pipe compute and faster Materialized View deploys cover the operator side. With Classic gone, expect more of the backlog to be about tuning v1 than about migrating to it.
Expect more schema-level tuning controls exposed in Data Source settings and further MCP tool refinements; the entries don't show whether MCP will gain write or ingest operations.
Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Holistics or Tinybird.
OpenCTI ships near-daily, steering security coverage and AI work through XTM One.
After the MCP launch, Fulcrum is in a maintenance stretch while Photo FastFill grinds through alpha.
Omni keeps widening who and what can operate its BI layer: agents, external users, routines.
OpenHouse adds a views API while it hardens control-plane safety for automated maintenance.
Countly is running two release lines on autopilot while quietly hardening its self-hosted core.
HyperDX is widening its PromQL and metrics support toward Grafana-style dashboards.
See all Holistics alternatives → · See all Tinybird alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Holistics is currently shipping more aggressively (velocity 7.5 vs 5.0), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Holistics is currently shipping more aggressively (velocity 7.5 vs 5.0), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
Top Holistics alternatives in Analytics are ranked by recent ship velocity. Browse the "Holistics alternatives" section above for the current picks, or visit /alternatives/holistics for the full list with editorial commentary on each.
Top Tinybird alternatives in Analytics are ranked by recent ship velocity. Browse the "Tinybird alternatives" section above for the current picks, or visit /alternatives/tinybird for the full list with editorial commentary on each.