Fulcrum
Fulcrum ships MCP server and AI Toolkit to let AI assistants build and query field data forms
Comparison · Analytics
Tinybird vs Keboola
A side-by-side editorial comparison of Tinybird and Keboola — release velocity, themes, recent moves, and the top alternatives to consider.
Tinybird vs Keboola: at a glance
What is Tinybird?
Tinybird makes JSON native by default and sets September 15 as Classic sunset for free plans
Tinybird is executing a deliberate migration from Classic to Forward, its newer platform architecture. September 15 marks the Classic sunset for Free and Developer plans — a real deadline. On the Forward side, the JSON data type is now enabled by default for all workspaces with no opt-in required, the Forward CLI gained job retry support, and the platform added persistent quarantine data and workspace usage trends. Deployment performance improved: changing a joined table in a Materialized View no longer triggers a full downstream rebuild.
What is Keboola?
Keboola's Kai AI assistant hits GA, completing the pivot from data platform to AI-native pipeline orchestration layer.
Keboola's Kai AI assistant is now generally available for multi-tenant contracted customers, marking the formal transition from experimental feature to production-ready product. The platform is simultaneously navigating Snowflake's forced password authentication deprecation — a platform-level forcing function requiring customer migrations before September 7. Recent work also includes the MCP server gaining unified cross-project authentication, which enables AI coding assistants to act as first-class operators across a full Keboola stack.
Tinybird vs Keboola: editorial side-by-side
Tinybird
6.3ANALYTICS
Tinybird makes JSON native by default and sets September 15 as Classic sunset for free plans
◆ Current state
Tinybird is executing a deliberate migration from Classic to Forward, its newer platform architecture. September 15 marks the Classic sunset for Free and Developer plans — a real deadline. On the Forward side, the JSON data type is now enabled by default for all workspaces with no opt-in required, the Forward CLI gained job retry support, and the platform added persistent quarantine data and workspace usage trends. Deployment performance improved: changing a joined table in a Materialized View no longer triggers a full downstream rebuild.
◆ Where it's heading
The Classic→Forward migration is the overriding strategic thread. Every release either adds Forward capabilities or removes Classic parity gaps. The Forward CLI is maturing into the primary developer interface: job retries, live deployment progress tracking, conditional TTLs, and updated agent skills all landed in recent weeks. Separately, Query API timeout tiering by paid plan and TypeScript SDK improvements point toward a product API push — making Tinybird more accessible to front-end developers embedding analytics directly into products.
◆ Prediction
The September 15 Classic sunset for free/developer plans will likely trigger a follow-on announcement targeting the Enterprise tier migration. Beyond that, the TypeScript SDK and Query API timeout work suggest Tinybird is positioning for a developer-first API product push, possibly with a richer client SDK story.
Keboola
7.5ANALYTICS
Keboola's Kai AI assistant hits GA, completing the pivot from data platform to AI-native pipeline orchestration layer.
◆ Current state
Keboola's Kai AI assistant is now generally available for multi-tenant contracted customers, marking the formal transition from experimental feature to production-ready product. The platform is simultaneously navigating Snowflake's forced password authentication deprecation — a platform-level forcing function requiring customer migrations before September 7. Recent work also includes the MCP server gaining unified cross-project authentication, which enables AI coding assistants to act as first-class operators across a full Keboola stack.
◆ Where it's heading
Keboola is building toward a model where AI agents can autonomously manage the data pipeline lifecycle. The MCP server's unified auth is a signal: the target is a world where a developer's coding assistant can browse, create, and modify Keboola pipelines without a human navigating the UI. Kai GA and the MCP expansion are the same thesis from two directions — AI as interface, not AI as feature. Branched storage expansion to BigQuery and Flows improvements in the background are the operational stability layer those agents will depend on.
◆ Prediction
Kai gaining the ability to create and modify Flows, and the MCP server expanding its coverage to transformation and workspace management, are the two most visible next moves. The Branched Storage on BigQuery release is a prerequisite for Branches 2.0 approval workflows, which would give Kai a way to propose and commit pipeline changes with human review gates.
Alternatives to Tinybird and Keboola
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 Tinybird or Keboola.
Holistics
Holistics builds AI governance and docs-as-analytics in parallel, shipping both weekly
dbt Core
dbt 2.0 enters final RC with beta Snowflake interactive_table materialization and full ClickHouse MV support.
OpenHouse
OpenHouse breaks ground on Iceberg views while tightening storage lifecycle and authorization
Lightdash
Lightdash is cutting its dbt dependency and building AI-powered authoring into every layer of its BI stack.
Omni
Omni's Apps reach general availability, completing its embedded analytics platform pitch.
See all Tinybird alternatives → · See all Keboola alternatives →
Recent activity from Tinybird and Keboola
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoKeboolaKai is Now Generally Available (Multi-Tenant, Contracted Customers) ⚡
- 5d agoTinybirdRetry failed jobs from the Forward CLI
- 6d agoKeboolaMigrate Snowflake Workspaces from Password to Key Pair Auth
- 12d agoTinybirdThe JSON data type is now on by default ⚡
- 19d agoTinybirdLonger Query API timeouts for paid plans
- 22d agoKeboolaKeboola MCP: Log In Once, Work Across Every Project ⚡
- 26d agoTinybirdFaster deployments when you change a joined table
- 27d agoKeboolaPython 3.10 Deprecation for Streamlit Apps (September 2026)
- 1mo agoTinybirdAppend and replace Data Source rows from URLs
- 1mo agoKeboolaFlows: New Condition Operators and Run Selected Tasks
- 1mo agoKeboolaBranched Storage on BigQuery
- 1mo agoTinybirdPersistent quarantine data and workspace usage trends
Frequently asked questions
What is the difference between Tinybird and Keboola?
They serve adjacent needs but don't currently overlap on shipped themes. Keboola is currently shipping more aggressively (velocity 7.5 vs 6.3), with 2 editorial sparks in the last 30 days against 1. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Tinybird better than Keboola?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Keboola is currently shipping more aggressively (velocity 7.5 vs 6.3), with 2 editorial sparks in the last 30 days against 1. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to Tinybird?
Top Tinybird alternatives in Analytics are ranked by recent ship velocity. Browse the "Tinybird alternatives" section above for the current picks, or visit /alternatives/tinybird for the full list with editorial commentary on each.
What are the best alternatives to Keboola?
Top Keboola alternatives in Analytics are ranked by recent ship velocity. Browse the "Keboola alternatives" section above for the current picks, or visit /alternatives/keboola for the full list with editorial commentary on each.