Request Timeout & Latency Diagnostic

Compare a measured response time against your latency budget and find where to look.

The Request Timeout and Latency Diagnostic compares a response time you measured against a sensible budget and points you at where to look when it is too slow. A reasonable target is under a hundred milliseconds for a same region API call and under three hundred end to end for something the user waits on, and anything past that deserves attention. The tool walks you through the usual hiding places for latency, such as DNS, the TLS handshake, cold starts, and slow database queries, so you can find which leg of the journey is the problem. It is a reference and planning aid that runs locally in your browser. Response time is a budget rather than an absolute, because how long is acceptable depends on what the user is waiting for. An internal call between services in the same region should complete in tens of milliseconds, an interactive API call that a person is watching should stay in the low hundreds, and an end to end page load has a larger allowance because it is a longer chain of work. Against those budgets, a measurement is only useful if you can say which part of the journey consumed the time. A request typically crosses several legs: a name has to be resolved by DNS, a connection and a secure handshake have to be established, the server may have to start a runtime if it was idle, and the actual work may involve database or third party calls of its own. Each leg has a characteristic pattern, so a latency problem that scales with first request only points at cold starts while one that scales with load points at the database or an upstream dependency. Treating this as a budget against measurable legs is what turns a complaint about slowness into a specific place to look.

Private by design. Every tool runs 100% in your browser — your code, text, and tokens never leave your device. Nothing is uploaded or stored.
Compares a measured response time against your latency budget and suggests where to look. It does not measure the network for you — use your APM or browser devtools for the raw number.

Slow: 1200 ms exceeds your 800 ms budget.

  • Profile the slowest span.
  • Consider caching or a CDN for static parts.
  • Verify the client timeout is not firing early.

Frequently Asked Questions

What is a reasonable latency budget?

A common target is under 100ms for same-region API calls and under 300ms end-to-end for user-facing requests. Anything above your budget warrants a look at the slowest leg.

Where does latency usually hide?

DNS, TLS handshake, cold starts, and N+1 database queries are the usual culprits. Compare your measured time against the budget to see which leg dominates.

Does a timeout mean the server is down?

Not necessarily. A timeout can be a slow dependency, a stuck connection, or a misconfigured client timeout that is shorter than the real response time.

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