For Data Teams
BigQuery
Insights
BigQuery compute costs are hard to understand, so we built a deep-dive analysis at the query, label, account, project, and reservation levels.
Rabbit groups similar queries (ignoring parameters) so you can see the true biggest queries along with their performance and cost impact.
Break down costs by Airflow and DBT pipelines, or segment by business units, teams, dashboards, and more.
See costs per service account or end user.
Analyze costs per reservation and get second-level granularity on available vs. used slots to optimize slot utilization and reduce waste.
No guesswork—just clear insights into your BigQuery spend.
Optimization
recommendations
Rabbit doesn’t just analyze costs—it gives actionable recommendations to optimize them.
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Get insights on how to partition and cluster tables for better performance and lower costs.
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Find the best pricing model— Physical or Logical —for your datasets.
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Determine whether On-demand or Capacity-based pricing is more cost-effective for your workloads.
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Optimize slot usage to minimize waste.
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Follow best practices to reduce costs and boost performance automatically.
Rabbit helps you cut through the complexity of BigQuery pricing and performance tuning—so you spend less and run faster.
Optimization automation
BigQuery reservations often waste up to 50% of slots due to spiky workloads and the 60-second minimum billing. Setting the right max slot with heterogeneous usage is tough.
Rabbit automatically adjusts max slots per second based on historical patterns and real-time demand, reducing reservation costs by up to 40% —no manual tuning needed.
Cost anomaly detection
GCP cost anomaly detection is difficult due to billing delays of up to 48 hours, making GCP's built-in tools slow and unreliable. When BigQuery compute costs spike, finding the root cause is even harder.
Rabbit provides real-time anomaly detection based on labels or accounts, so you get instant alerts when costs spike for any pipeline or BigQuery user—no waiting, no guesswork.
Reservation planner
Choosing the right BigQuery compute pricing model is complex. Rabbit’s Reservation Planner helps by generating multiple reservation plans, comparing On-demand vs. Standard, Enterprise, and Enterprise Plus reservations.
It ensures you commit the right amount—avoiding both over- and under-commitment—so you get the best pricing without waste.
Read more
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Try Rabbit free for 30 days, no commitments.
Onboarding takes just 10 minutes—no agents, no hassle.
Rabbit is a GCP-native tool that integrates directly with GCP APIs, works in read-only mode, and stores only metadata—never your actual data.
Rabbit is a Google Cloud Ready - BigQuery Partner and available on Google Cloud Marketplace.
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Want to bridge the cloud cost transparency gap between Management and Engineering?
Get in touch with us, we're here to help.
Zoltán Guth
CTO
Balázs Molnár
CEO