GravityKit
GravityKit folds every GravityView extension into one Pro plugin.
Comparison · Infra & APIs
BigQuery vs Hatchet
A side-by-side editorial comparison of BigQuery and Hatchet — release velocity, themes, recent moves, and the top alternatives to consider.
BigQuery vs Hatchet: at a glance
What is BigQuery?
BigQuery is making itself agent-callable and pulling inference inside the SQL boundary.
Two GA milestones define the current position: the BigQuery MCP server, and the managed AI functions AI.IF, AI.SCORE and AI.CLASSIFY that run Gemini from inside a query. Alongside them, BigQuery Graph entered preview, and a steady GA cadence continues across sharing listings, materialized views over CDC tables, Snowflake transfers, code-asset folders and Dataform's strict act-as enforcement.
What is Hatchet?
Hatchet chases DAG crash loops through three engine patches in a day.
Hatchet added sandboxes, Labs switches and cloud MFA in early November. The week since has been engine reliability: v0.120.3 batches DAG step triggers, v0.120.4 fixes stranded match rows and prunes database partitions before locking, and v0.120.5 removes another cause of DAG crash loops. Python SDK 1.46.0 makes it easier to unit-test tasks and passes failures to cleanup dependencies.
BigQuery vs Hatchet: editorial side-by-side
BigQuery
0.0INFRA · APISANALYTICS
BigQuery is making itself agent-callable and pulling inference inside the SQL boundary.
◆ Current state
Two GA milestones define the current position: the BigQuery MCP server, and the managed AI functions AI.IF, AI.SCORE and AI.CLASSIFY that run Gemini from inside a query. Alongside them, BigQuery Graph entered preview, and a steady GA cadence continues across sharing listings, materialized views over CDC tables, Snowflake transfers, code-asset folders and Dataform's strict act-as enforcement.
◆ Where it's heading
The warehouse is being repositioned as something agents call and models run inside, not a destination that pipelines feed. MCP handles the calling side; the AI functions handle the execution side; strict act-as and folder-level access handle the governance the first two make urgent.
◆ Prediction
Expect the governance layer to develop fastest from here — finer control over what an agent can query and what inference it may run — since that is the constraint GA on both fronts now exposes.
Hatchet
6.3INFRA · APIS
Hatchet chases DAG crash loops through three engine patches in a day.
◆ Current state
Hatchet added sandboxes, Labs switches and cloud MFA in early November. The week since has been engine reliability: v0.120.3 batches DAG step triggers, v0.120.4 fixes stranded match rows and prunes database partitions before locking, and v0.120.5 removes another cause of DAG crash loops. Python SDK 1.46.0 makes it easier to unit-test tasks and passes failures to cleanup dependencies.
◆ Where it's heading
After a burst of features, Hatchet is tuning the engine under load: fewer locks, batched triggers and crash-loop fixes. The SDKs are getting testing and correctness work to match.
◆ Prediction
Expect more v0.120.x patches on DAG handling, then a sandbox package out of release candidate.
Alternatives to BigQuery and Hatchet
Other Infra & APIs 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 BigQuery or Hatchet.
Payload CMS
Payload's v4 beta.9 keeps every past image crop and raises the Node floor again.
Nautobot
Nautobot 3.3 alpha 2 adds test helpers and a cable location filter after 3.2.9's token-leak fix.
Clair
Clair 4.10 RC can read SBOMs to match Java vulnerabilities.
Shuffle
Shuffle tags builds almost daily, but the notes are empty.
KrakenD
KrakenD's community edition is shipping only dependency bumps.
See all BigQuery alternatives → · See all Hatchet alternatives →
Recent activity from BigQuery and Hatchet
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 16h agoHatchetHatchet v0.120.5 fixes another DAG crash loop
- 16h agoHatchetPython SDK 1.46.0
- 19h agoHatchetHatchet v0.120.4 fixes stranded match rows
- 21h agoHatchetv0.120.4 alpha prunes partitions before locking
- 1d agoHatchetHatchet sandbox package 0.1.5 release candidate
- 1d agoHatchetHatchet v0.120.3 batches DAG step triggers
- 6mo agoBigQueryBigQuery May 2026 - Multi-region sharing listings GA and Data Transfer Service updates
- 6mo agoBigQueryMFA required for new Google Ads data transfers
- 6mo agoBigQueryGoogle Ads data retention policy change affecting BigQuery Data Transfer Service
- 6mo agoBigQueryBigQuery multi-region sharing listings go GA ⚡
- 6mo agoBigQueryBigQuery release notes — May 06, 2026 — Feature You can configure BigQuery sharing listings for multiple regions, which
- 6mo agoBigQueryBigQuery Data Transfer Service connectors Google Ads data retention policy change
Frequently asked questions
What is the difference between BigQuery and Hatchet?
They serve adjacent needs but don't currently overlap on shipped themes. Hatchet is currently shipping more aggressively (velocity 6.3 vs 0.0), 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 BigQuery better than Hatchet?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Hatchet is currently shipping more aggressively (velocity 6.3 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to BigQuery?
Top BigQuery alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "BigQuery alternatives" section above for the current picks, or visit /alternatives/bigquery for the full list with editorial commentary on each.
What are the best alternatives to Hatchet?
Top Hatchet alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Hatchet alternatives" section above for the current picks, or visit /alternatives/hatchet for the full list with editorial commentary on each.