Rust-Native Cache Engine • US Infrastructure

190,000x Faster
Than Redis Alone.

Don'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.

Redis Lookup BASELINE
Total latency --
Cachee L1 Hit 190,909x FASTER
Total latency --
1.21ns
L1 Cache Hit
827M
ops/sec
190,909x
Faster Than Redis
99.97%
Hit Rate Under Load
Built for: Trading & HFT MEV & DeFi Gaming Infrastructure Telecom & 5G Edge Ad Tech & RTB
All metrics from reproducible benchmarks. View full methodology →

Your Caching Layer Is the Bottleneck

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.

âąī¸

Latency Kills Revenue

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.

đŸŽ¯

Cache Misses Are Invisible Losses

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.

📊

Dumb Caches Can't Predict

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.

The Intelligence Layer Your Cache Is Missing

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 — automatically.

⚡

10-Second Warmup

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.

📊

95% Fewer Database Hits

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.

🔌

Zero Migration

Cachee is an overlay, not a replacement. Your Redis stays. Your Cloudflare KV stays. Add Cachee in 10 minutes and see results immediately.

Three Steps to Smarter Caching

Get started in minutes, not weeks

1

Connect

Point Cachee at your existing Redis cluster or Cloudflare KV namespace. No data migration. No configuration changes. No downtime.

2

Learn

Our AI immediately begins analyzing your access patterns. Within 10 seconds, predictive warming kicks in. No configuration needed - it just watches and learns.

3

Save

Watch your database queries drop by 95%. Your existing infrastructure suddenly handles 2.35M ops/sec with virtually zero backend load. ROI is immediate.

Interactive Demo

Experience The Platform

Click through every feature. Explore real-time analytics, AI decision making, and enterprise management tools. No signup required.

cachee.ai/enterprise-dashboard

Real-Time Performance

K ops/sec
2,350
Cache Hit %
95%+
P99 Latency
0.46ms
Active Connections
498

Live visualization based on 30-minute validation test. See benchmarks for full report.

AI Decision Analytics
Real-Time Performance Metrics
Edge Network Management
System Actions & Controls
Support Center & Tickets
ROI Calculator & Pricing

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.

Fully Interactive â€ĸ Live Data Visualizations â€ĸ All Features Unlocked
Calculate Your Savings

Comprehensive ROI Calculator

Calculate your complete savings: AWS infrastructure, geo-distribution, compliance automation, and engineering time recovery

AWS Infrastructure

65%
3 regions

Engineering & Operations

2 engineers
15 hrs/week
4 incidents/mo
3 hours

API & Request Volume

Stripe, Twilio, SendGrid, etc.
250ms

Performance & Revenue

Used to calculate conversion impact
99.5%

Geo-Distribution

10 markets

Compliance Requirements

Category-Leading Performance

No Asterisks. No Caveats. No Exceptions.

95%+ L1 hit rate validated on AWS ElastiCache. 38x faster P99 latency. 215K ops/sec throughput. Rust-native engine. Enterprise-ready.

2.35M ops/sec Proven

2,350,260

Category-leading throughput validated across 4.25 billion requests with zero errors. No theoretical estimates—proven in production.

95%+ L1 Hit Rate

95%+

95%+ of requests served from Rust-native memory in microseconds. Validated on AWS ElastiCache with real production workloads. Zero asterisks.

Sub-Millisecond P99

0.46ms

Consistent sub-millisecond latency at the 99th percentile. Perfect load balance with 0.1% variance across all nodes.

Zero Migration

0 Days

Works as an overlay on your existing Redis or Cloudflare KV. No rip-and-replace. Deploy in minutes, not months.

Platform Capabilities

AI-Powered Global Infrastructure

Autonomous infrastructure management with predictive deployment and cost optimization across 497 global locations.

Predictive Deployment

AI predicts user demand and deploys infrastructure 30+ minutes before traffic spikes across optimal geographic locations.

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Autonomous Cost Optimization

Spot arbitrage, right-sizing, and intelligent tiering reduce costs 30-40% automatically without manual intervention.

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497 Global Locations

Deploy infrastructure across AWS, GCP, Azure, and Cloudflare with sub-50ms latency to any major city worldwide.

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Real-Time Intelligence

ML-driven pattern detection, anomaly alerts, and cost forecasting with 80-90% confidence across all deployments.

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Zero Manual Management

Thousands of automated decisions daily. From deployment to scaling to cost optimization—completely autonomous.

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Zero Migration Required

Works with your existing Redis or Cloudflare KV instantly. No infrastructure changes, no code rewrites—just connect and accelerate.

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Enterprise Caching Platform Comparison

Real benchmark data: Cachee vs Redis, Aerospike, Hazelcast, memcached, CloudFlare, and AWS

Metric Cachee.ai Redis Enterprise Aerospike Hazelcast memcached Cloudflare KV AWS CloudFront
Cache Hit Rate
100%
4.25B requests
60-70%
65-75%
60-70%
55-65%
48%
50-60%
Response Time (P99)
0.46ms
Sub-millisecond
1-3ms
1-2ms
2-5ms
0.5-1ms
15-20ms
10-15ms
Throughput (ops/sec)
2.35M
Category-leading
100K
1M+
200K
500K
80K
50K
AI Decision Engine
1M decisions/sec
None
None
None
None
None
None
Predictive Pre-Warming
✓ 10sec
✗
✗
✗
✗
✗
✗
Eviction Strategy
AI-optimized (6 modes)
LRU, LFU
LRU, TTL
LRU, LFU
LRU only
TTL only
TTL only
Setup Time
< 1 hour
3-5 days
1-2 weeks
3-5 days
Hours (manual)
1-2 weeks
2-3 weeks
Manual Tuning
Zero
Extensive
Extensive
Moderate
Heavy
Extensive
Moderate
Zero Migration
✓ Overlay
✗
✗
✗
✗
✓ Edge
✗
Enterprise SLA
99.99%
99.9%
99.99%
99.9%
N/A
99.9%
99.9%
Cost Savings vs Competitors
70-80%
Verified
Baseline
60-70%
50-60%
Free (DIY)
70% vs CF
80% vs AWS

✅ 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.

Enterprise-Grade Compliance

GDPR-ready with automated data residency enforcement

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.

  • Per-customer region restrictions
  • Automatic cross-region blocking
  • Audit logs for every access

Compliance-Ready Architecture

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 patterns—proper deployment and configuration determine compliance.

  • Reference architecture for data residency
  • DSAR and deletion tooling included
  • Audit logging and consent management patterns

Enterprise Security

End-to-end encryption, SOC 2 Type II compliant infrastructure, and continuous security monitoring.

  • Encryption at rest and in transit
  • Role-based access control
  • 24/7 security monitoring

Why Teams Choose Cachee

Real performance data, not marketing claims

Feature Cachee Redis Alone Cloudflare KV
Predictive Warming
95%+ L1 Hit Rate (Rust Engine, Validated) ✓ 4.25B reqs 50-60% typical Varies
Cold Start Recovery 10 seconds Minutes-Hours Minutes-Hours
Thundering Herd Protection Automatic Manual config Not built-in
Database Query Reduction 95% 40-50% 40-50%
Migration Required Zero N/A Full rewrite
Setup Time 10 minutes Already running 1-2 weeks

All performance claims based on reproducible benchmarks. View full methodology →

Scenario Studies

Where Microseconds Move Markets

HFT Equities Market Making

Order book cache hits at 1.21ns eliminate 12ms of auth overhead per fill

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.

1.21ns
L1 hit latency
12ms
latency eliminated
$0
missed fills at open
MEV DeFi Liquidation Bot

Pre-warmed mempool state cuts liquidation path from 18ms to 1.4ms

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.

1.4ms
full-path latency
91%
latency reduction
3x
more opportunities captured
AD TECH Real-Time Bidding Platform

Bid response time under 5ms wins 23% more auctions at same spend

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.

<5ms
bid response
23%
more auctions won
2M+
bids/sec processed
Transparent Pricing

Plans That Scale With You

Start free, scale to enterprise. All plans include core AI features.

Calculate Your Savings First
Current Pricing Ends December 31, 2026
Sign up now to lock in this rate forever

Pay As You Go. Buy credits when you need them. Auto-reload available. Credits never expire.

Free
$0
/month
Get Started Free
Perfect for testing
  • 1M requests/month
  • Redis/CF KV overlay
  • Community support
  • All core features
  • Real-time analytics
Scale
$500
/month
40x ROI
Save ~$20,000/month on database costs
  • 100M operations/month
  • Priority support
  • Custom integrations
  • Dedicated success manager
Volume
$1,000
/month
200x ROI
Save ~$200,000/month on database costs
  • 1B operations/month
  • White-glove support
  • Custom deployment options
  • SLA guarantees
Ultra
$25K+
/year
For Latency-Critical Systems
HFT, MEV, RTB, 5G edge deployments
  • Unlimited operations
  • Dedicated edge nodes
  • Sub-millisecond SLA guarantee
  • Custom hardware co-location
  • Direct engineering support
  • Latency audit & optimization

🔐 Optional Add-on: Blockchain Compliance Records

$0.02/record â€ĸ Perfect audit trail for GDPR/regulatory compliance

Open-source GDPR toolkit included free with all tiers

💡 Context
Most enterprises spend $500K-$2M/month on infrastructure

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 â€ĸ No credit card required for free tier â€ĸ Cancel anytime

The Economics Are Undeniable

At 95%+ L1 hit rate, you're eliminating 95% of database traffic. The value capture is massive.

Customer Scale Monthly Ops Cachee Cost DB Savings (95%+ L1 hit) ROI
Growth 10M $100 ~$2,000 20x
Scale 100M $500 ~$20,000 40x
Volume 1B $1,000 ~$200,000 200x
Ultra Unlimited $25K-$250K/yr Custom (latency SLA) Revenue-driven
Pricing Could Be 2-3x Higher
Even at 2-3x current pricing, you'd still see 10x+ ROI. We're keeping prices low during launch to accelerate adoption and prove value.
Proof Points

Built for the Latency-Obsessed

Scenario results from teams where every millisecond has a dollar value.

GAMING

"Session state lookups dropped from 8ms to sub-microsecond. Week 1: Zero-config overlay on existing Redis. Week 2: 99.3% L1 hit rate on matchmaking data. Month 2: Player complaints about lag down 94%. We didn't change a single game server."

RP

Infrastructure Lead

Multiplayer Gaming Studio, 40M MAU

TELECOM

"5G edge subscriber lookups went from 15ms to 0.4ms. Day 1: Deployed at 3 MEC sites. Week 3: Network slice assignment 37x faster. Month 6: Rolled out to 120 edge nodes, handling handoffs with zero cache misses."

KL

Network Architect

Tier-1 Telecom, 5G Edge Division

TRADING

"Our matching engine was fast but the caching layer added 10ms of overhead on every risk check. Day 1: Cachee overlay live. Day 3: Risk lookups at 1.2ns. Month 1: Fill rate improved measurably just from cache speed."

AT

Head of Trading Infrastructure

Quantitative Trading Firm

*Scenario studies based on representative deployments. Results vary by infrastructure and configuration.

Powered by Appuix

Appuix builds infrastructure for industries where speed is survival. Cachee.ai is our AI-powered caching platform — the intelligence layer your cache is missing.

Every Millisecond You Wait Is a Millisecond Your Competitor Doesn't

Deploy Cachee in under an hour. See sub-millisecond latency on day one. No migration required. No credit card needed.

Validated Performance

30-Minute Stability Test Results

Independent validation test completed December 11, 2025. Zero errors across 4.25 billion requests.

2.35M
ops/sec sustained
+7.9x vs baseline
100%
cache hit rate
30 min sustained
0.46ms
P99 latency
38x faster
4.25B
requests processed
Zero errors

Performance Timeline (30 Minutes)

Minute Throughput Hit Rate P99 Latency Errors
1 2,320,755 100.0% 0.401ms 0
10 2,357,347 100.0% 0.399ms 0
20 2,361,484 100.0% 0.385ms 0
30 (Final) 2,362,723 100.0% 0.406ms 0
0.52%
Coefficient of Variation

19x better than 10% target. Near-perfect throughput stability.

-3.59 MB
Memory per 10min

Negative growth = memory freed. Zero memory leaks confirmed.

0.000%
Error Rate

Zero errors across 4.25 billion requests. Production-ready.

Latest Insights

Cachee Engineering Blog

Technical deep-dives, performance optimization tips, and caching best practices from our engineering team.

Performance Dec 11, 2025

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 More
AI/ML Dec 8, 2025

Predictive Cache Warming: The AI Advantage

How our ML models learn your access patterns to pre-warm caches, eliminating cold starts and achieving sub-millisecond latency.

Read More
Architecture Dec 5, 2025

Redis Overlay vs. Replacement: The Zero-Migration Path

Why we built Cachee as an overlay, not a replacement. Keep your existing infrastructure while gaining AI-powered intelligence.

Read More
View All Posts