Dovetail
Channels stops labelling themes and starts tracking owned, priced-up ideas.
Comparison · Analytics
dbt Core vs Tinylytics
A side-by-side editorial comparison of dbt Core and Tinylytics — release velocity, themes, recent moves, and the top alternatives to consider.
dbt Core vs Tinylytics: at a glance
What is dbt Core?
Fusion's 2.0 train has become adapter work: Exasol from scratch, ClickHouse toward parity.
dbt-core is running two lines at once. The 2.0 Fusion train ships near-daily dev tags whose notes are dominated by adapter surface — an Exasol adapter built from nothing, ClickHouse being pulled up to what the Python adapter already does, and Databricks configuration filling in. The 1.x Python line, meanwhile, receives only backports: an Azure Blob artifact-upload fix and a sqlparse CVE pin, nothing else.
What is Tinylytics?
Tinylytics ships weekly, and the last month has been about agents reaching the analytics
Tinylytics publishes a short changelog roughly weekly, written informally and covering several small changes at once. The August run covered path handling, bot filtering and spam controls; Ultra and MCP additions that let a user ask about their sites from the dashboard; n8n and agent hookups; and a reorganised settings hub. Entries are excerpts, so individual scope is not always visible.
dbt Core vs Tinylytics: editorial side-by-side
dbt Core
6.3ANALYTICS
Fusion's 2.0 train has become adapter work: Exasol from scratch, ClickHouse toward parity.
◆ Current state
dbt-core is running two lines at once. The 2.0 Fusion train ships near-daily dev tags whose notes are dominated by adapter surface — an Exasol adapter built from nothing, ClickHouse being pulled up to what the Python adapter already does, and Databricks configuration filling in. The 1.x Python line, meanwhile, receives only backports: an Azure Blob artifact-upload fix and a sqlparse CVE pin, nothing else.
◆ Where it's heading
The recurring theme across dev.30, dev.33 and beta.2 is not new capability but acceptance: Fusion learning to take the config shapes dbt Core tolerates, ClickHouse incremental strategies resolving exactly like their Python counterparts, contracts and constraints enforced end-to-end. That is a rewrite closing the gap with the thing it replaces. The 1.x releases read as a maintenance line kept alive on security patches while attention sits on 2.0.
◆ Prediction
Expect the dev tags to keep grinding through adapter parity — ClickHouse projections and codec are named in the notes as available but not working yet, which is the next obvious box to tick. The 1.x branches will likely see only dependency and CVE releases.
Tinylytics
5.0ANALYTICS
Tinylytics ships weekly, and the last month has been about agents reaching the analytics
◆ Current state
Tinylytics publishes a short changelog roughly weekly, written informally and covering several small changes at once. The August run covered path handling, bot filtering and spam controls; Ultra and MCP additions that let a user ask about their sites from the dashboard; n8n and agent hookups; and a reorganised settings hub. Entries are excerpts, so individual scope is not always visible.
◆ Where it's heading
The through-line is making the analytics reachable from outside the dashboard — n8n, agents, MCP — while data quality work on bots and spam continues underneath. Ultra remains where the AI-facing capability lands.
◆ Prediction
Expect the MCP and agent surface to keep widening until the questions currently answerable in the dashboard can be asked from any connected client.
Alternatives to dbt Core and Tinylytics
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 dbt Core or Tinylytics.
Chord
Chord is turning its analytics assistant into something with memory, and now feeding it more sources
Datawrapper
Datawrapper ships one small fix at a time, each named for the chart it touches
Holistics
After a summer fencing in its AI layer, Holistics points it at the question analysts get asked most.
AgencyAnalytics
Reporting tool turning itself into the place agencies prove AI visibility to clients
Stitch
Stitch is running a fleet-wide Python 3.12 migration across its connector estate.
See all dbt Core alternatives → · See all Tinylytics alternatives →
Recent activity from dbt Core and Tinylytics
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agodbt Coredev.34 re-tags dev.33 with identical notes
- 2d agodbt CoreFusion dev.33 pulls ClickHouse up to Python-adapter parity
- 5d agoTinylyticsPath handling, bot filtering, and spam removal
- 6d agodbt CoreFusion dev.30 adds a full-surface Exasol adapter
- 11d agoTinylyticsUltra and MCP additions, including asking about your sites
- 12d agodbt Core1.12.3 fixes Azure Blob artifact uploads and pins sqlparse
- 13d agodbt Core1.11.14 backports only the sqlparse CVE pin
- 15d agodbt CoreFusion beta.2 fills in ClickHouse materializations and catalogs
- 20d agoTinylyticsConfigurable week start, n8n and agent hookups, all-time top pages
- 1mo agoTinylyticsReorganised settings hub and clearer monitoring ignores
- 1mo agoTinylyticsOur emails will come from the @tinylytics.app domain again. Please ...
- 1mo agoTinylyticsPasskeys, Ultra portfolio insights, and grouped weekly emails
Frequently asked questions
What is the difference between dbt Core and Tinylytics?
They serve adjacent needs but don't currently overlap on shipped themes. dbt Core is currently shipping more aggressively (velocity 6.3 vs 5.0), with 0 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.
Is dbt Core better than Tinylytics?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. dbt Core is currently shipping more aggressively (velocity 6.3 vs 5.0), with 0 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.
What are the best alternatives to dbt Core?
Top dbt Core alternatives in Analytics are ranked by recent ship velocity. Browse the "dbt Core alternatives" section above for the current picks, or visit /alternatives/dbt-core for the full list with editorial commentary on each.
What are the best alternatives to Tinylytics?
Top Tinylytics alternatives in Analytics are ranked by recent ship velocity. Browse the "Tinylytics alternatives" section above for the current picks, or visit /alternatives/tinylytics for the full list with editorial commentary on each.