If you use multiple AI coding tools, you're probably getting rate-limited more than you think.
I spent the last month tracking every single rate limit hit across my AI stack: Claude Pro, ChatGPT Plus, Cursor Pro, GitHub Copilot, and Gemini Advanced. Here are the raw numbers.
The Setup
I kept a simple log every time an AI tool either:
- Explicitly told me I hit a limit
- Silently degraded (slower responses, worse completions)
- Refused to process a request
The Numbers
| Tool | Hits/Month | Avg Recovery | Worst Moment |
|---|---|---|---|
| Claude Pro | 8 | 45 min | Middle of a 500-line refactor |
| ChatGPT Plus | 6 | 20 min | Debugging production issue |
| Cursor Pro | 5 | 15 min | Pair programming session |
| Gemini Advanced | 3 | 10 min | Research deep-dive |
| GitHub Copilot | 1 | 5 min | Autocomplete lag |
Total: 23 interruptions. ~7 hours of lost flow state per month.
That's almost a full work day just... waiting.
What I Learned
1. Claude hits hardest because I use it for the hardest tasks.
When Claude rate-limits you mid-refactor, you can't just switch to ChatGPT. The context is gone.
2. Silent degradation is worse than hard limits.
Copilot and Cursor don't always tell you they're throttling. Completions just get dumber. I probably missed 5-10 more incidents.
3. Timing matters more than total usage.
I wasn't hitting limits from overuse. I'd burn 70% of my allocation in a 2-hour sprint, then get locked out for the remaining 6 hours of the reset window.
My Fix
I started using TokenBar — a macOS menu bar app that tracks usage across all these providers in real-time. The game-changer is pace tracking: it shows whether your current burn rate will last through the reset window.
Now I check before deep work sessions. If Claude is hot, I front-load Cursor/Copilot work and save Claude for reasoning-heavy tasks.
Result: Zero surprise rate limits in 3 weeks.
$4.99 one-time, local-only, no telemetry. Supports 20+ providers including Codex, OpenRouter, Vertex AI, JetBrains AI, and more.
The Meta Point
We're building workflows around AI tools that disappear mid-task with zero warning. Imagine if your IDE randomly stopped for 45 minutes. You'd lose your mind. But we accept it from AI tools because we don't track it.
Track it. The numbers will surprise you.
Anyone else tracked their rate limit hits? Curious if 23/month is typical or if I'm just a heavy user.
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