Holistics
Holistics is weaving AI governance and proactive alerting into its analytics semantic layer.
Comparison · Analytics
Fulcrum vs Mage
A side-by-side editorial comparison of Fulcrum and Mage — release velocity, themes, recent moves, and the top alternatives to consider.
Fulcrum vs Mage: at a glance
| Feature | Fulcrum | Mage |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 6.3 | 0.0 |
| Sparks · 30d | 1 | 0 |
| Top themes | field-data-collection, mcp, ai-toolkit, mobile | data-pipelines, orchestration, cadence-decline, dependency-pinning |
| Last editorial update | 4h ago | 1mo ago |
| Website | — | Visit → |
What is Fulcrum?
Fulcrum launches MCP + AI Toolkit in Labs, giving AI assistants the ability to build and query Fulcrum forms directly.
Fulcrum is shipping AI capabilities on two fronts: Photo FastFill (AI extraction of field data from photos, in early access) on mobile, and the new MCP + AI Toolkit Labs release that gives AI assistants like Claude and GitHub Copilot direct access to form building, choice lists, webhooks, and live data querying. The product is also in a steady mobile stabilization cycle with frequent iOS and Android point releases fixing map rendering, record loading, and photo handling.
What is Mage?
Feature releases every two months in 2024; one bugfix release in the last twelve.
The release cadence has collapsed. Through 2024 Mage shipped roughly every two months with substantial features each time — memory management rework, dynamic blocks, new sources and destinations, Python 3.11 and 3.12 support. 2025 produced two releases. The most recent entry, 0.9.79 in January 2026, contains no feature section at all: it is dependency pinning, SQLAlchemy 2.0 compatibility, character escaping during code interpolation, and log file handle cleanup. Nothing has followed it in the six months since.
Fulcrum vs Mage: editorial side-by-side
Fulcrum
6.3ANALYTICS
Fulcrum launches MCP + AI Toolkit in Labs, giving AI assistants the ability to build and query Fulcrum forms directly.
◆ Current state
Fulcrum is shipping AI capabilities on two fronts: Photo FastFill (AI extraction of field data from photos, in early access) on mobile, and the new MCP + AI Toolkit Labs release that gives AI assistants like Claude and GitHub Copilot direct access to form building, choice lists, webhooks, and live data querying. The product is also in a steady mobile stabilization cycle with frequent iOS and Android point releases fixing map rendering, record loading, and photo handling.
◆ Where it's heading
The MCP + AI Toolkit is the most directionally significant move Fulcrum has made. Field data collection has been a slow-to-automate market — forms are typically built manually by GIS or ops teams, inspections filled out in the field. By building an MCP server that lets AI assistants create and manage forms against Fulcrum's best practices, Fulcrum is betting that AI-assisted form and workflow configuration will become the dominant adoption path. The Toolkit layer — which teaches the AI Fulcrum idioms before it acts — is a differentiated choice over raw API access.
◆ Prediction
Photo FastFill will likely exit early access and become generally available. MCP tool coverage will expand to record creation and workflow automation. Expect the Labs label to drop once the MCP tools stabilize.
Mage
0.0ANALYTICS
Feature releases every two months in 2024; one bugfix release in the last twelve.
◆ Current state
The release cadence has collapsed. Through 2024 Mage shipped roughly every two months with substantial features each time — memory management rework, dynamic blocks, new sources and destinations, Python 3.11 and 3.12 support. 2025 produced two releases. The most recent entry, 0.9.79 in January 2026, contains no feature section at all: it is dependency pinning, SQLAlchemy 2.0 compatibility, character escaping during code interpolation, and log file handle cleanup. Nothing has followed it in the six months since.
◆ Where it's heading
The arc runs from expanding the product to keeping it compiling. The 2024 releases added capability — a canvas rework, multi-project support, streaming sinks, Kubernetes job parameters. The 2025 releases shifted toward integrations and CVE response, including a batch of path traversal fixes carrying assigned identifiers. The last release is entirely defensive, including vendoring croniter into the repository and locking scikit-learn to stop upstream changes from breaking builds. That is the profile of a codebase being kept viable rather than developed.
◆ Prediction
The entries give no basis for predicting the next release — a six-month gap after a dependency-only patch is the only signal available, and nothing here indicates whether the line is paused or finished.
Alternatives to Fulcrum and Mage
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 Fulcrum or Mage.
Keboola
Keboola's Kai AI assistant hits GA, completing the pivot from data platform to AI-native pipeline orchestration layer.
Omni
Omni's Apps reach general availability, completing its embedded analytics platform pitch.
Lightdash
Lightdash ships AI-generated custom chart types — describe what you want, get a reusable chart type for your whole project.
OpenCTI
OpenCTI ships FIPS-validated base images and a new vulnerability data model, targeting enterprise and government deployments.
Clicky
Clicky ships meaningful bot-blocking improvements but ships infrequently—four entries over five months with no new analytical features.
See all Fulcrum alternatives → · See all Mage alternatives →
Recent activity from Fulcrum and Mage
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 13h agoFulcrumNew! Fulcrum MCP & AI Toolkit (Labs) ⚡
- 3d agoFulcrumiOS Release - 2609.0.1
- 4d agoFulcrumWeb Release Notes (Sep 3 - Sep 9, 2026)
- 4d agoFulcrumAndroid Release - 2609.0.1
- 6d agoFulcrumiOS Release - 2609.0.0
- 6d agoFulcrumAndroid Release - 2609.0.0
- 7mo agoMageDependency pinning and SQLAlchemy 2.0 compatibility fixes
- 1y agoMagePath traversal CVE fixes and cancellation callbacks
- 1y agoMageTeradata, Doris and Airtable connectors, rotatable API tokens
- 1y agoMageAirtable destination and Python 3.11 and 3.12 support
- 1y agoMageGoogle Cloud Storage source and Airtable integration
- 2y agoMageMemory management rework and dynamic blocks 2.0
Frequently asked questions
What is the difference between Fulcrum and Mage?
They serve adjacent needs but don't currently overlap on shipped themes. Fulcrum is currently shipping more aggressively (velocity 6.3 vs 0.0), 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.
Is Fulcrum better than Mage?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Fulcrum is currently shipping more aggressively (velocity 6.3 vs 0.0), 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.
What are the best alternatives to Fulcrum?
Top Fulcrum alternatives in Analytics are ranked by recent ship velocity. Browse the "Fulcrum alternatives" section above for the current picks, or visit /alternatives/fulcrum for the full list with editorial commentary on each.
What are the best alternatives to Mage?
Top Mage alternatives in Analytics are ranked by recent ship velocity. Browse the "Mage alternatives" section above for the current picks, or visit /alternatives/mage-ai for the full list with editorial commentary on each.