Dovetail
Channels stops labelling themes and starts tracking owned, priced-up ideas.
A side-by-side editorial comparison of Neo4j and Tinylytics — release velocity, themes, recent moves, and the top alternatives to consider.
| Feature | Neo4j | Tinylytics |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 6.3 | 5.0 |
| Sparks · 30d | 1 | 0 |
| Top themes | graph-database, graph-analytics, access-control, cypher | analytics, mcp, automation, bot-filtering |
| Last editorial update | 2d ago | 3d ago |
| Website | — | Visit → |
Neo4j gives away graph analytics, then builds out the language and console around it.
August was unusually dense and closes on language work. Aura Graph Analytics landed on the AuraDB free tier, multiple databases entered public preview, ABAC brought dynamic and time-based access control, and Query Tabs reworked how queries are organised. The Enterprise Studio release was administrative rather than analytical - cloud secret managers, universal role mapping for Studio creators, consistent error handling, plus virtual-graph support, rule-based table styling and a presentation mode across Bloom and Dashboards. The month-end Aura release is Cypher 25 itself: a native UUID type, string interpolation, exportable access-setup commands, and list predicates in property-based access control.
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.
August was unusually dense and closes on language work. Aura Graph Analytics landed on the AuraDB free tier, multiple databases entered public preview, ABAC brought dynamic and time-based access control, and Query Tabs reworked how queries are organised. The Enterprise Studio release was administrative rather than analytical - cloud secret managers, universal role mapping for Studio creators, consistent error handling, plus virtual-graph support, rule-based table styling and a presentation mode across Bloom and Dashboards. The month-end Aura release is Cypher 25 itself: a native UUID type, string interpolation, exportable access-setup commands, and list predicates in property-based access control.
Neo4j is competing on what its free and managed tiers include rather than on the engine, and everything around that bet is being brought up to the standard it implies - secret storage, uniform role mapping, and now a query language gaining the ergonomics that make self-service credible. Access control is the thread that compounds fastest: ABAC mid-month, PBAC list predicates at month's end, and commands that let an operator export and replay a whole grant setup. The pattern is a database company doing platform work, with the differentiators given away at the bottom of the range and the operational surface above them made convincing enough for the enterprises expected to pay.
Multiple databases in public preview is the obvious candidate for general availability next, and the steady access-control work suggests the tenancy and role model will be extended to cover it. Expect the monthly Aura and Studio cadence to keep alternating between Cypher surface and operational plumbing.
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.
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.
Expect the MCP and agent surface to keep widening until the questions currently answerable in the dashboard can be asked from any connected client.
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 Neo4j or Tinylytics.
Channels stops labelling themes and starts tracking owned, priced-up ideas.
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After a summer fencing in its AI layer, Holistics points it at the question analysts get asked most.
Fusion's 2.0 train has become adapter work: Exasol from scratch, ClickHouse toward parity.
Reporting tool turning itself into the place agencies prove AI visibility to clients
See all Neo4j alternatives → · See all Tinylytics alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Neo4j is currently shipping more aggressively (velocity 6.3 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. Neo4j is currently shipping more aggressively (velocity 6.3 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 Neo4j alternatives in Analytics are ranked by recent ship velocity. Browse the "Neo4j alternatives" section above for the current picks, or visit /alternatives/neo4j for the full list with editorial commentary on each.
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.