How We Achieved 2.35M ops/sec with 100% Hit Rate
A deep dive into our 30-minute validation test, the 4 critical optimizations we made, and what it means for production deployments.
Read MoreDon't replace your cache. Enhance it.
Built for the firms where microseconds are money. 1.21ns L1 cache hits. 827M ops/sec. AI-predicted pre-warming. Your cache becomes a weapon.
Your matching engine is fast. Your caching layer adds 10ms and you lose institutional flow. Cachee eliminates that gap.
Your matching engine is fast. Your network is fast. But every cache miss adds 5-15ms of latency you can't afford. In markets where microseconds decide winners, your caching layer is losing you money.
5ms of auth overhead costs you the arbitrage. 10ms of cache miss means you lose institutional flow. Every network round-trip to Redis is a round-trip your competitor doesn't make.
Standard Redis hits 60-70% cache rates. That means 30-40% of your hottest data still round-trips to the database. At 827M ops/sec scale, that's hundreds of millions of unnecessary lookups.
LRU eviction is a coin flip. Your cache doesn't know market open is in 30 seconds. It doesn't pre-warm order book data before the surge. You need intelligence, not just memory.
Cachee sits on top of your existing infrastructure and adds what Redis and Cloudflare can't: predictive intelligence. We learn your access patterns, pre-warm your cache, and protect your database â automatically.
Our Rust-native engine analyzes your traffic patterns and pre-caches high-probability keys. Cold starts become warm starts. 95%+ L1 hit rate validated on AWS ElastiCache.
Intelligent caching means fewer misses. Fewer misses means your database stays fast and your costs stay low. 95%+ of requests served from memory, 38x faster P99 latency.
Cachee is an overlay, not a replacement. Your Redis stays. Your Cloudflare KV stays. Add Cachee in 10 minutes and see results immediately.
Get started in minutes, not weeks
Point Cachee at your existing Redis cluster or Cloudflare KV namespace. No data migration. No configuration changes. No downtime.
Our AI immediately begins analyzing your access patterns. Within 10 seconds, predictive warming kicks in. No configuration needed - it just watches and learns.
Watch your database queries drop by 95%. Your existing infrastructure suddenly handles 2.35M ops/sec with virtually zero backend load. ROI is immediate.
Click through every feature. Explore real-time analytics, AI decision making, and enterprise management tools. No signup required.
Live visualization based on 30-minute validation test. See benchmarks for full report.
Try it yourself: Click through all 21 navigation items, explore AI capabilities, view reports, manage settings, and interact with every feature - completely free, no signup required.
Calculate your complete savings: AWS infrastructure, geo-distribution, compliance automation, and engineering time recovery
95%+ L1 hit rate validated on AWS ElastiCache. 38x faster P99 latency. 215K ops/sec throughput. Rust-native engine. Enterprise-ready.
Category-leading throughput validated across 4.25 billion requests with zero errors. No theoretical estimatesâproven in production.
95%+ of requests served from Rust-native memory in microseconds. Validated on AWS ElastiCache with real production workloads. Zero asterisks.
Consistent sub-millisecond latency at the 99th percentile. Perfect load balance with 0.1% variance across all nodes.
Works as an overlay on your existing Redis or Cloudflare KV. No rip-and-replace. Deploy in minutes, not months.
Autonomous infrastructure management with predictive deployment and cost optimization across 497 global locations.
AI predicts user demand and deploys infrastructure 30+ minutes before traffic spikes across optimal geographic locations.
Spot arbitrage, right-sizing, and intelligent tiering reduce costs 30-40% automatically without manual intervention.
Deploy infrastructure across AWS, GCP, Azure, and Cloudflare with sub-50ms latency to any major city worldwide.
ML-driven pattern detection, anomaly alerts, and cost forecasting with 80-90% confidence across all deployments.
Thousands of automated decisions daily. From deployment to scaling to cost optimizationâcompletely autonomous.
Works with your existing Redis or Cloudflare KV instantly. No infrastructure changes, no code rewritesâjust connect and accelerate.
Real benchmark data: Cachee vs Redis, Aerospike, Hazelcast, memcached, CloudFlare, and AWS
â Verified Performance Data - February 2026
Real benchmark testing: Cachee vs Redis (Upstash), CloudFlare Workers KV, and AWS CloudFront CDN.
All metrics independently verifiable. Run ./run-comprehensive-benchmarks.sh to reproduce results.
GDPR-ready with automated data residency enforcement
Automatically enforce data locality rules. EU customer data stays in EU regions. US data stays in US. Set your rules once, we enforce them forever.
Cachee's architecture is designed to support GDPR, CCPA, and other data privacy regulations.
Note: You remain responsible for your compliance posture. Cachee provides the tools and architecture patternsâproper deployment and configuration determine compliance.
End-to-end encryption, SOC 2 Type II compliant infrastructure, and continuous security monitoring.
Real performance data, not marketing claims
All performance claims based on reproducible benchmarks. View full methodology â
A quantitative trading desk cached pricing feeds, risk parameters, and order routing tables in Cachee's L1 layer. Pre-warming activates 30 minutes before market open. Result: 99.97% cache hit rate, zero cold-start misses during the opening bell surge.
An MEV searcher cached gas price feeds, DEX pool states, and position health factors. Cachee's AI predicted liquidation candidates and pre-cached collateral ratios before price moves triggered them. When the block landed, the cache was already hot.
An RTB platform cached audience segments, bid landscapes, and creative assets at the edge. Cachee pre-warmed segments based on predicted traffic patterns. The 10ms auction window became comfortable instead of a race.
Start free, scale to enterprise. All plans include core AI features.
Pay As You Go. Buy credits when you need them. Auto-reload available. Credits never expire.
$0.02/record âĸ Perfect audit trail for GDPR/regulatory compliance
Open-source GDPR toolkit included free with all tiers
Our pricing represents a small fraction of your current costs while delivering significant savings
Validated across 4.25B requests. Zero errors. Zero trade-offs. Enterprise-ready from day one.
All plans include full features âĸ No credit card required for free tier âĸ Cancel anytime
At 95%+ L1 hit rate, you're eliminating 95% of database traffic. The value capture is massive.
Appuix builds infrastructure for industries where speed is survival. Cachee.ai is our AI-powered caching platform â the intelligence layer your cache is missing.
Deploy Cachee in under an hour. See sub-millisecond latency on day one. No migration required. No credit card needed.
Independent validation test completed December 11, 2025. Zero errors across 4.25 billion requests.
19x better than 10% target. Near-perfect throughput stability.
Negative growth = memory freed. Zero memory leaks confirmed.
Zero errors across 4.25 billion requests. Production-ready.
Technical deep-dives, performance optimization tips, and caching best practices from our engineering team.