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Comparison · Analytics
Appfigures vs Dagster
A side-by-side editorial comparison of Appfigures and Dagster — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:mcp
Appfigures vs Dagster: at a glance
| Feature | Appfigures | Dagster |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 2.5 | 5.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | app-intelligence, mcp, ai-agents, mobile-analytics | orchestration, mcp, dbt-fusion, dagster-plus |
| Last editorial update | 2d ago | 5h ago |
| Website | — | Visit → |
What is Appfigures?
Appfigures has made its app-market data something AI agents can query directly.
Appfigures' biggest recent move was opening its data to AI agents, first through a CLI in August and then a remote MCP server in September that works in ChatGPT, Claude and others without a terminal. Before that it broadened the data itself with cross-store Leaderboards and iPad-inclusive estimates. The newest release, automatic dark mode, is interface polish.
What is Dagster?
Dagster drops Python 3.10 and lets agents run schedules and sensors through MCP.
Dagster's 1.13 line ships weekly and follows two threads. dagster-dbt no longer installs dbt-core and gained a dbt v2 extra for the Fusion engine, while the UI keeps getting phone layouts and faster search and catalog pages. 1.13.30 on November 12 makes Python 3.11 the minimum and widens the Dagster+ MCP server to reading and toggling schedules and sensors and managing partitions.
Appfigures vs Dagster: editorial side-by-side
Appfigures
2.5ANALYTICS
Appfigures has made its app-market data something AI agents can query directly.
◆ Current state
Appfigures' biggest recent move was opening its data to AI agents, first through a CLI in August and then a remote MCP server in September that works in ChatGPT, Claude and others without a terminal. Before that it broadened the data itself with cross-store Leaderboards and iPad-inclusive estimates. The newest release, automatic dark mode, is interface polish.
◆ Where it's heading
Appfigures is repositioning from a dashboard you visit to a data source your agent consults. The CLI-then-MCP sequence lowered the setup cost each time, and the dataset expansions make that agent access more useful. The web app keeps getting quality-of-life work, but the strategic energy is in the agent channel.
◆ Prediction
Expect more MCP-exposed actions such as review replies or ASO changes, and agent-oriented additions to the dataset; the entries don't show pricing for agent access yet, so how it is monetized is unclear.
Dagster
5.0ANALYTICS
Dagster drops Python 3.10 and lets agents run schedules and sensors through MCP.
◆ Current state
Dagster's 1.13 line ships weekly and follows two threads. dagster-dbt no longer installs dbt-core and gained a dbt v2 extra for the Fusion engine, while the UI keeps getting phone layouts and faster search and catalog pages. 1.13.30 on November 12 makes Python 3.11 the minimum and widens the Dagster+ MCP server to reading and toggling schedules and sensors and managing partitions.
◆ Where it's heading
The Dagster+ MCP server has grown release by release, from launching runs without a code location in September to controlling schedules, sensors and partitions now. Combined with the dbt split, Dagster is trimming legacy dependencies while making the orchestrator something an agent can operate, not just a person in the UI.
◆ Prediction
The MCP server still lacks write access to things like backfills and alert policies, so expanding it there is the most visible next step; further Python and dbt version floors are likely to follow the 3.10 cut.
Alternatives to Appfigures and Dagster
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 Appfigures or Dagster.
Dovetail
Dovetail lets admins choose which connectors members can plug into the workspace.
OpenHouse
OpenHouse adds time-zone-aware retention and per-database table caps.
Countly
Countly 25.03.59 defaults to Node 26, supports MongoDB 9 and tightens app scoping.
Kubecost
Kubecost cuts three 3.3.2 release candidates in two days, still without notes.
RStudio
RStudio opens the 2026.11 train with another NOTICE file update.
See all Appfigures alternatives → · See all Dagster alternatives →
Recent activity from Appfigures and Dagster
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoDagster1.13.30: Python 3.11 minimum, more Dagster+ MCP tools
- 2d agoAppfiguresDark mode is here
- 8d agoDagster1.13.29: more mobile layouts, faster search and catalog
- 14d agoDagster1.13.28: dbt v2 extra and retries for failed code locations
- 18d agoDagster1.13.27: mobile run details, bounded BigQuery Insights scans
- 1mo agoDagster1.13.26: dagster-dbt stops installing dbt-core
- 1mo agoDagster1.13.25: phone layout for the Dagster UI, ECS run resumes
- 1mo agoAppfiguresIntroducing Appfigures MCP
- 3mo agoAppfiguresIntroducing the Appfigures CLI ⚡
- 4mo agoAppfiguresIntroducing Appfigures Leaderboards
- 6mo agoAppfiguresApp Intelligence for iPad
- 11mo agoAppfiguresSupport for By State Financial Reports via the API
Frequently asked questions
What is the difference between Appfigures and Dagster?
Both compete on the same themes — mcp — within Analytics. Dagster is currently shipping more aggressively (velocity 5.0 vs 2.5), 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 Appfigures better than Dagster?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Dagster is currently shipping more aggressively (velocity 5.0 vs 2.5), 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 Appfigures?
Top Appfigures alternatives in Analytics are ranked by recent ship velocity. Browse the "Appfigures alternatives" section above for the current picks, or visit /alternatives/appfigures for the full list with editorial commentary on each.
What are the best alternatives to Dagster?
Top Dagster alternatives in Analytics are ranked by recent ship velocity. Browse the "Dagster alternatives" section above for the current picks, or visit /alternatives/dagster for the full list with editorial commentary on each.