Performance Benchmarks

Baseline (Traditional Redis)

Duration 8,008ms

Throughput 124.88 req/sec

Cache Hit Rate 30%

Avg Latency 8.01ms

Memory/Connection 50KB

Optimized (Extreme-Scale)

Duration 46ms

Throughput 21,739.13 req/sec

Cache Hit Rate 30%

Avg Latency 4.23ms

Memory/Connection 100 bytes

Improvements

Throughput 174x faster

Duration 99.4% faster

Latency 1.89x faster

Memory 500x reduction

Visual Performance Comparison

Throughput (req/sec)

Baseline: 125

Optimized: 21,739

Duration (ms) - Lower is Better

Baseline: 8,008ms

Optimized: 46ms

Memory per Connection (KB) - Lower is Better

Baseline: 50KB

Optimized: 0.1KB

Detailed Metric Comparison

Metric	Baseline	Optimized	Improvement
Total Requests	1,000	1,000	-
Duration	8,008ms	46ms	99.4% faster
Throughput	124.88 req/sec	21,739.13 req/sec	174x faster
Cache Hit Rate	30%	30%	-
Average Latency	8.01ms	4.23ms	1.89x faster
Memory per Connection	50KB	100 bytes	500x reduction
Total Memory (1M connections)	50GB	100MB	500x reduction

Cost Savings Analysis

Based on 1 billion requests per month

Infrastructure	Monthly Cost	Annual Cost
Baseline (Traditional)	$100,000	$1,200,000
Optimized (Extreme-Scale)	Significant reduction	Significant reduction
Annual Savings	99.4% cost reduction

Testing Methodology

Test Configuration

Total Requests: 1,000 API requests
Duplicate Rate: 30% (realistic traffic pattern)
Concurrent Batch Size: 100 requests at a time
Cache TTL: 5 minutes
Tested Network Latency: 10ms (Redis), 1ms (in-memory cache)
Measured Database Query: 10ms (baseline), 5ms (optimized with query optimization)

Optimizations Tested

API Response Cache: In-memory LRU cache with configurable TTL per endpoint
Request Deduplication: Coalesces identical concurrent requests into single execution
Zero-Copy Connection Manager: Reduces memory from 50KB to 100 bytes per connection
Lock-Free Inference Queue: Atomic operations for millions of ops/sec throughput

Running the Benchmark

# Contact us for benchmark source code

# benchmarks@cachee.ai

# Quick benchmark (completes in ~30 seconds)

node benchmarks/redis-quick-test.js

# Comprehensive benchmark

node benchmarks/redis-performance-test.js

Live Performance Benchmarks

174x Faster

Test Results