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Comparison · Analytics
Apify vs Cluvio
A side-by-side editorial comparison of Apify and Cluvio — release velocity, themes, recent moves, and the top alternatives to consider.
Apify vs Cluvio: at a glance
| Feature | Apify | Cluvio |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 5.0 | 5.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | web scraping, ai agents, mcp, actor permissions | sql analytics, bi dashboards, usability polish, data exports |
| Last editorial update | 1mo ago | 2d ago |
| Website | — | — |
What is Apify?
Web-scraping platform is reshaping itself around AI agents — MCP, permissions, and OpenAPI surfaces.
Apify continues to optimize for AI-agent consumption. Recent shipments include interactive OpenAPI documentation for standby Actors with auto-attached API tokens, an approval modal for full-permission Actors (least-privileged defaults), multiple datasets per Actor for cleaner output structure, and a redesigned MCP configurator covering Claude Desktop, Claude.ai, Claude Code, Antigravity, Cursor, ChatGPT, Codex, and VS Code. The mcpc universal MCP CLI client and Dynamic Actor memory rounded out the prior month.
What is Cluvio?
Cluvio keeps sharpening the SQL-analyst workflow, and now lets you query files without a database.
Cluvio is a SQL-first BI tool methodically polishing the analyst loop: chart types, alerting, settings, and exports. The recent run leans heavily toward usability — redesigned preferences with country presets, a clearer datasource picker, and exports that now carry their own context. The one real capability expansion is Static Tables, which lets users query uploaded CSV and Excel files with SQL via an embedded DataFusion engine.
Apify vs Cluvio: editorial side-by-side
Apify
5.0ANALYTICS
Web-scraping platform is reshaping itself around AI agents — MCP, permissions, and OpenAPI surfaces.
◆ Current state
Apify continues to optimize for AI-agent consumption. Recent shipments include interactive OpenAPI documentation for standby Actors with auto-attached API tokens, an approval modal for full-permission Actors (least-privileged defaults), multiple datasets per Actor for cleaner output structure, and a redesigned MCP configurator covering Claude Desktop, Claude.ai, Claude Code, Antigravity, Cursor, ChatGPT, Codex, and VS Code. The mcpc universal MCP CLI client and Dynamic Actor memory rounded out the prior month.
◆ Where it's heading
Apify is converging on a single thesis: be the scraping and Actor execution infrastructure that AI agents call into. Every recent release either improves how agents discover and run Actors (MCP configurator, OpenAPI Endpoints tab, mcpc CLI) or hardens what happens when they do (full-permission approvals, dataset structure, dynamic memory). The product is no longer marketing itself primarily as scraping — it's marketing itself as agent-callable web automation.
◆ Prediction
Expect tighter cost-attribution and audit trails for agent-initiated runs, more nuanced permission scopes, and continued expansion of supported MCP-aware client editors. Standby Actors as a deployment model are likely to see more first-class support — they're a natural fit for agent-callable APIs.
Cluvio
5.0ANALYTICS
Cluvio keeps sharpening the SQL-analyst workflow, and now lets you query files without a database.
◆ Current state
Cluvio is a SQL-first BI tool methodically polishing the analyst loop: chart types, alerting, settings, and exports. The recent run leans heavily toward usability — redesigned preferences with country presets, a clearer datasource picker, and exports that now carry their own context. The one real capability expansion is Static Tables, which lets users query uploaded CSV and Excel files with SQL via an embedded DataFusion engine.
◆ Where it's heading
Most recent work tightens existing surfaces rather than opening new ones — the product is maturing its core rather than chasing scope. The exception, querying files without a connected database, points to Cluvio positioning itself for ad-hoc analysis, not only dashboards over warehouses. Expect continued UX consolidation across settings, exports, and pickers, interleaved with occasional capability adds like new chart types.
◆ Prediction
Likely next moves are further build-out of Static Tables — more file formats or richer joins across uploads — alongside continued chart and alerting polish. The cadence reads as incremental shipping rather than a large directional pivot.
Alternatives to Apify and Cluvio
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 Apify or Cluvio.
Holistics
Holistics doubles down on agentic, code-native BI while courting Power BI defectors
Whatagraph
Whatagraph is quietly building a data layer beneath its agency reporting tool.
Countly
Countly runs a sustained security-hardening pass across its 24.05 and 25.03 lines
Fulcrum
Fulcrum hardens its field-collection core with cross-platform tracking and map fixes
Geckoboard
Geckoboard is refining the dashboard itself — more filtering control and faster data.
See all Apify alternatives → · See all Cluvio alternatives →
Recent activity from Apify and Cluvio
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 4d agoCluvioExcel exports Info sheet and dashboards download as CSV (ZIP)
- 4d agoCluvioA redesigned Preferences page — with one-click country presets
- 11d agoCluvioA clearer datasource picker in the report editor
- 1mo agoApifyInteractive OpenAPI documentation for standby Actors
- 1mo agoApifyFull-permission Actors now require approval
- 1mo agoCluvioIntroducing the Sparkline Metric Chart
- 1mo agoApifyMultiple datasets for Actors
- 1mo agoApifyDeploy agents faster with an improved MCP configurator
- 1mo agoApifyMCP configurator refresh (republish)
- 1mo agoApifyMultiple datasets for Actors (republish)
- 2mo agoCluvioSee your SQL alerts' run history at a glance
- 2mo agoCluvio⛁ Query CSV and Excel Files with SQL ⚡
Frequently asked questions
What is the difference between Apify and Cluvio?
They serve adjacent needs but don't currently overlap on shipped themes. Apify and Cluvio are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Apify better than Cluvio?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Apify and Cluvio are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to Apify?
Top Apify alternatives in Analytics are ranked by recent ship velocity. Browse the "Apify alternatives" section above for the current picks, or visit /alternatives/apify for the full list with editorial commentary on each.
What are the best alternatives to Cluvio?
Top Cluvio alternatives in Analytics are ranked by recent ship velocity. Browse the "Cluvio alternatives" section above for the current picks, or visit /alternatives/cluvio for the full list with editorial commentary on each.