DEVOPS
GitHub is collapsing Copilot from chat into autonomous task execution across the platform.
Alternatives · Infra & APIs
BigQuery alternatives
The best BigQuery alternatives in Infra & APIs, ranked by Sparkpulse's velocity_score.
About BigQuery
BigQuery doubles down on Iceberg, graph, and global data sharing as the lakehouse fight intensifies.
BigQuery's May 2026 ship list is dominated by three tracks: open-format lakehouse integration (Iceberg v3 with deletion vectors, REST catalog support in Conversational Analytics), graph capabilities maturing inside BigQuery Studio, and global data exchange via multi-region sharing listings reaching GA. Alongside the feature work, Google is tightening Data Transfer Service security (MFA on Google Ads transfers) and warning about Ads retention changes that will cap historical backfills from June 1. The release notes show a mature warehouse continuing to absorb adjacent workloads rather than reinventing itself.
Velocity 7.5 · Last update 10d ago
Top 12 alternatives to BigQuery
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
DEVOPS
Vercel trials flat-rate CDN pricing and lines up its sandbox as the runtime for managed AI agents.
INFRA · APIS
Dust is widening the agent-platform surface: multimodal tools, enterprise audit, model breadth.
INFRA · APIS
Auth0 ships Auth for MCP GA and starts unbundling the rest of identity for AI agents.
INFRA · APIS
Stacking platform plays — SDK, security agents, fleet environments — in a single sprint.
DEVOPS
Kubernetes 1.36 leans into AI/ML scheduling and control-plane scaling.
INFRA · APIS
Rootly is moving the incident workflow out of the dashboard and into the IDE.
INFRA · APIS
Merge is building an AI-infrastructure stack alongside its unified-API core, with Gateway emerging as a safety/governance layer.
INFRA · APIS
AI-agent skills and OAuth Token Exchange land — Buildkite is courting both Claude/Cursor users and security teams.
INFRA · APIS
Ably pivots its developer surface toward AI agents as first-class consumers
INFRA · APIS
Honeycomb is rebuilding observability around an autonomous investigation surface called Canvas.
INFRA · APIS
Depot is rounding out Depot CI into a credible GitHub Actions alternative, and just shipped nested virtualization.
Frequently asked questions
What are the best alternatives to BigQuery?
The top BigQuery alternatives we currently track in Infra & APIs are GitHub, Vercel, Dust, Auth0, Cursor, ranked by recent ship velocity.
How is this list of BigQuery alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare BigQuery directly with one of these alternatives?
Yes — every card has a "Compare with BigQuery" link to a side-by-side /compare page.