Snowflake and Databricks Cost Optimization

Warehouse Optimization

Keebo vs Competitors Comparison

Key Consideration	Keebo	Competitors
Automation Flexibility	✓ Choice of fully autonomous optimization or human-in-the-loop recommendations	✗ Manual recommendations only, requiring constant oversight
Performance Guarantees	✓ Customizable SLAs with six-layer performance guardrails	✗ Recommendations at customer’s own risk; zero performance guarantees
Savings Verification	✓ Independently verifiable savings directly attributed to Keebo’s actions	✗ Savings based on historical spend; credit taken for customer’s own reductions
Pricing Alignment	✓ Success-based pricing: pay from actual savings or choose predictable flat rate	✗ Pricing based on spend; incentivized not to substantially reduce spend
Smart Query Routing	✓ Selectively apply Smart Query Routing without code changes	✗ No Smart Query Routing; requires significant codebase changes
Optimization Method	✓ State-of-the-art AI and reinforcement learning-based optimization	✗ Heuristics and hard-coded rules; no optimality guarantees

Keebo vs In-House Comparison

Key Consideration	Keebo	In-House Tooling
Time-to-Value	✓ Immediate deployment and rapid savings	✗ Lengthy build cycles delaying benefits
Engineering Effort	✓ Automated, minimal ongoing maintenance	✗ Ongoing manual updates and continuous engineering overhead
ROI Certainty	✓ Independently verifiable savings and predictable ROI	✗ Uncertain returns; difficult to accurately attribute savings
Financial Risk	✓ Success-based pricing aligned with actual savings	✗ High upfront costs and unpredictable total expenses
Performance Assurance	✓ Guaranteed SLAs with multi-layer performance protections	✗ No explicit performance guarantees; risk borne internally
Resource Utilization	✓ Engineers freed to focus on core business activities	✗ Significant opportunity cost; distracting from core priorities
Optimization Methodology	✓ Proven, state-of-the-art AI-driven optimizations	✗ Requires internal expertise; re-inventing and maintaining tooling

See exactly how Keebo drives measurable ROI and immediate cost savings.

Automatically and continuously optimize resources to capture every savings opportunity and reduce your Snowflake & Databricks costs 24/7.

Keebo’s performance guardrails ensure cost reduction never impacts workload SLAs, delivering reliable savings without performance trade-offs.

Automate optimization and eliminate manual tuning tasks, freeing your data teams to focus on strategic priorities and business growth.

Experience measurable ROI with Keebo’s Data Cloud optimization today.