Cache Hit Miss Calculator – Miss Rate and AMAT

Calculate cache miss rate, miss penalty, and Average Memory Access Time (AMAT).

About This Calculator

Calculate cache miss rate, miss penalty, and Average Memory Access Time (AMAT). Use the calculator above for instant results.

Worked Examples

Example 1: 1M accesses, 10K misses, 100ns penalty

  • Miss rate: 1% | AMAT: 4 + 0.01×100 = 5 ns

Answer: 1% miss rate / 5ns AMAT

Example 2: High miss rate: 1M accesses, 200K misses

  • Miss rate: 20% | AMAT: 4 + 0.20×100 = 24 ns

Answer: 20% miss rate

Example 3: L2 miss: 1% from L1, 100ns L3 penalty

  • AMAT from L2: L2-hit-time + 0.01×100

Answer: Cascaded AMAT calculation

Who Uses This Calculator?

💻
Performance Engineers

Identify cache bottlenecks.

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Systems Programmers

Optimize memory access patterns.

📊
CS Students

Cache performance analysis.

🏫
CS Teachers

AMAT formula demo.

Common Mistakes to Avoid

❌ Low miss rate is not always enough

Even 1% miss rate with 100ns penalty adds significant time if the critical path is memory-bound.

❌ AMAT is average — not worst case

Individual cold misses can be much worse than AMAT. Prefetching helps hide miss latency.

Frequently Asked Questions

AMAT formula?

AMAT = Hit time + (Miss rate × Miss penalty). For multi-level: AMAT_L1 = HT_L1 + MR_L1 × AMAT_L2.

Cache miss types?

Compulsory (cold miss): first access to data. Capacity: working set exceeds cache. Conflict: different data maps to same cache line.

Hardware prefetching?

Modern CPUs prefetch data based on access patterns. Sequential access is typically prefetched; random access is not.