NetBird
NetBird's second v0.82 candidate keeps the MySQL removal and deprecates Rosenpass.
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 takes durable tasks serverless, with handlers for Cloudflare Workers, Vercel and Node.
Hatchet's new @hatchet-dev/serverless 0.1.0 runs tasks on Cloudflare Workers, Vercel and Node. An in-engine operator delivers them by signed POST or by an invocation websocket that also carries durable sleeps, waits and child runs. Around it, the engine shipped three patches in a day: DAG replays no longer take an advisory lock, worker shutdown now waits for durable tasks, and status queries use partition pruning. The API now declares 429 with Retry-After on every authenticated call.
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 takes durable tasks serverless, with handlers for Cloudflare Workers, Vercel and Node.
◆ Current state
Hatchet's new @hatchet-dev/serverless 0.1.0 runs tasks on Cloudflare Workers, Vercel and Node. An in-engine operator delivers them by signed POST or by an invocation websocket that also carries durable sleeps, waits and child runs. Around it, the engine shipped three patches in a day: DAG replays no longer take an advisory lock, worker shutdown now waits for durable tasks, and status queries use partition pruning. The API now declares 429 with Retry-After on every authenticated call.
◆ Where it's heading
Until now, running Hatchet meant running long-lived workers. The serverless package removes that requirement, so durable execution can run where JavaScript teams already deploy. The engine work points the same way: rate limits declared in the spec, safer worker acks, cheaper status queries. Patch cadence is still very high, often several engine tags a day, and much of it fixes durable-task edge cases.
◆ Prediction
Expect quick 0.1.x serverless releases as early users hit edge cases on each platform, and possibly matching Python handlers. More engine patches on durable-task shutdown and replay are likely.
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.
GitHub
At Universe, GitHub folds Copilot into Enterprise seats and lets Copilot Fusion pick the model.
incident.io
incident.io's agent now runs your team's own tools, with a human approval before any change.
Apache Airflow
Airflow 3.4 reaches its first release candidate, a week after the 10-20 provider wave.
Redocly
Redocly's reunite.agent gets per-duty cron schedules, rules and source repos.
Jackett
Jackett ships a daily build to keep hundreds of torrent indexers working as sites move and close.
See all BigQuery alternatives → · See all Hatchet alternatives →
Recent activity from BigQuery and Hatchet
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 20h agoHatchetHatchet v0.115.0: contributor list update, no product notes
- 22h agoHatchetHatchet v0.114.15 fixes migration deadlocks
- 23h agoHatchetHatchet v0.114.14 builds its own continuous aggregates
- 1d agoHatchetHatchet v0.114.13 quiets noisy DAG operator errors
- 1d agoHatchetPython SDK 1.43.2 parses 429 rate-limit errors
- 1d agoHatchetHatchet v0.114.12 adds a Concurrency dashboard page
- 5mo agoBigQueryBigQuery May 2026 - Multi-region sharing listings GA and Data Transfer Service updates
- 5mo agoBigQueryMFA required for new Google Ads data transfers
- 5mo agoBigQueryGoogle Ads data retention policy change affecting BigQuery Data Transfer Service
- 5mo agoBigQueryBigQuery multi-region sharing listings go GA ⚡
- 5mo agoBigQueryBigQuery release notes — May 06, 2026 — Feature You can configure BigQuery sharing listings for multiple regions, which
- 5mo 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.