Last Tuesday at 2 AM, I was deep in a refactoring session with Claude Code. Three files in, halfway through extracting a service layer — and I hit the rate limit. No warning. No countdown. Just... stop.
I sat there for 20 minutes waiting for it to reset, lost my train of thought, and ended up shipping the refactor the next day instead. Sound familiar?
The Multi-Tool Reality
If you're like most devs in 2026, you're not using just one AI tool. My daily stack looks like this:
- Cursor for inline code completion and chat
- Claude (Pro) for complex reasoning, architecture decisions, long refactors
- ChatGPT for quick questions, documentation lookup
- GitHub Copilot in VS Code for muscle-memory autocomplete
- Gemini as a fallback when Claude or GPT are throttled
Each one has different rate limits. Different reset windows. Different ways of telling you (or not telling you) that you're about to get cut off.
The Problem Nobody Talks About
Here's what I've noticed: devs treat AI rate limits like they treat disk space — they don't think about it until it's gone. But unlike disk space, AI rate limits directly impact your flow state.
When you're in the zone, every interruption costs you 15-25 minutes of context reload time (that's not my number — it's from a UC Irvine study). A rate limit hit at the wrong moment isn't just an inconvenience. It's a productivity killer.
The worst part? Most providers give you almost zero visibility into your current usage:
- Claude: Removed the usage display from settings entirely (there's literally a thread on r/ClaudeAI about this right now)
- Cursor: Shows a vague progress bar but no actual numbers
- ChatGPT: Buried in settings, updates slowly, doesn't show rate limit proximity
- Copilot: No usage dashboard at all for individual plans
What I Actually Wanted
After getting burned enough times, I started looking for something that would just sit in my menu bar and show me:
- How much of each tool's limit I've used
- When the limit resets
- Whether I should slow down or switch tools
Basically, a fuel gauge for AI usage.
The Solution I Found
I found a little macOS menu bar app called TokenBar that does exactly this. It monitors usage across 20+ AI providers — Claude, Cursor, ChatGPT, Copilot, Gemini, OpenRouter, Codex, and a bunch more.
The key features that actually matter:
- Pace intelligence: It doesn't just show usage — it tells you if you're burning through your limit too fast relative to the reset window. Like, "you've used 60% of your Claude limit but the window resets in 2 hours, you're fine" vs "you've used 60% but the window resets in 8 hours, slow down."
- Menu bar native: Glanceable. No browser tab, no separate app window to manage.
- Local-first: No cloud sync, no telemetry, no account creation. Your usage data stays on your machine.
- $4.99 one-time: Not another subscription. Buy it once.
My Workflow Now
I glance at the menu bar before starting any deep coding session. If Claude is running hot, I'll start with Cursor for the initial work and save Claude for the complex decisions. If everything's green, I go all-in.
It sounds simple but it's eliminated the "surprise rate limit" problem entirely. I haven't lost a flow state to a rate limit in weeks.
The Bigger Picture
I think we're going to see more tools like this emerge as multi-AI workflows become the norm. Right now, every provider wants to be your only AI tool, which is why none of them have great multi-provider usage dashboards. But the reality is that most power users are switching between 3-5 tools daily, and managing that is becoming its own skill.
If you're on macOS and juggling multiple AI tools, TokenBar is worth the five bucks. If you're not on macOS... honestly, I'd love to know what you're using instead because I haven't found a good cross-platform alternative.
What's your AI tool stack look like? And have you found any other good solutions for tracking usage across providers? Drop it in the comments.
Top comments (0)