Benchmark Results
Real performance data showing why KillKrill dominates the competition
Query Performance
Data Ingestion Rate
Memory Efficiency
Storage Efficiency
Alert Latency
Cost Efficiency
What Makes KillKrill So Fast?
Zero-cost abstractions and memory safety without garbage collection overhead. Rust's performance is comparable to C++ but with modern safety guarantees.
Columnar database optimized for analytics workloads. Vectorized query execution and advanced compression deliver unmatched analytical performance.
Real-time event streaming with massive throughput. Kafka's distributed architecture handles millions of events per second with millisecond latency.
SIMD instructions and vectorized operations process multiple data points simultaneously, maximizing CPU efficiency for analytical workloads.
Adaptive indexing strategies based on query patterns. Bloom filters, skip indices, and partition pruning dramatically reduce query execution time.
Memory-mapped files and zero-copy techniques minimize data movement. Direct memory access eliminates serialization overhead for maximum throughput.
Benchmark Methodology
🖥️ Test Environment
- AWS m5.2xlarge instances (8 vCPU, 32 GB RAM)
- GP3 SSD storage with 3,000 IOPS
- 10 Gbps network connection
- Latest software versions as of Jan 2024
📊 Test Dataset
- 1 billion data points across 100k metrics
- 1 year of historical data with 1-minute resolution
- Realistic cardinality distribution
- Mixed workload of operational and analytical queries
⚡ Query Patterns
- Simple aggregations (avg, sum, count)
- Complex multi-dimensional group-by queries
- Time-series analytics with window functions
- Real-time alerting rule evaluations
📏 Measurements
- Query latency at 95th percentile
- Sustained ingestion throughput
- Memory usage under load
- Storage compression ratios
What Users Say About Performance
"Migrating from CloudWatch to KillKrill reduced our monitoring costs by 90% while giving us 100x faster queries. Our dashboards now load instantly instead of timing out."
"The alerting latency improvement is incredible. We went from 5-minute delays to sub-second notifications. This has prevented multiple outages from escalating."
"KillKrill handles our 50M metrics/minute workload effortlessly. We tried Premium SaaS and Prometheus but neither could scale to our requirements without massive infrastructure costs."
Experience the Performance Difference
See KillKrill's lightning-fast queries in action