TokenTable automatically routes every request to the cheapest model that can actually do the job โ GPT, Claude, Gemini, and 300+ others, one flat monthly price. No surprise bills. No manual model-picking.
No credit card. Start in seconds.
If you've shipped anything with AI in the loop, you already know the fear: a retry storm, a bad prompt, a script left running overnight โ and suddenly your AI bill has a comma in it you didn't expect.
That's not a hypothetical. It's the #1 complaint in every indie-hacker AI thread. Usage-based billing means the AI provider has zero incentive to stop you from overspending โ and neither does a router that just passes your usage straight through with a markup on top.
TokenTable is flat-rate. Whatever happens inside your app, your bill doesn't move. You already know what you're paying before you write a single line of code.
The scary part of connecting straight to an API: an agent gets stuck in a retry loop, a background session gets left running, or you spin up several sessions in parallel โ and a bill that jumps by thousands overnight isn't an urban legend, it's a real pattern. Three things that actually help:
Set a hard spending cap on your API key
Most providers let you set a monthly/daily spend limit and email alerts in their console. Set it before you start running, not after the bill arrives.
Test small before you scale up
Validate a new prompt or agent flow on a small task with a short context window first โ confirm it won't loop before you let it run unattended for hours.
Remember to close background sessions
A tmux/screen session left running in the background is the easiest thing to forget. Get in the habit of checking for stray processes before you sign off.
But these are all damage control. The real fix is switching to a subscription with a spending ceiling built in from day one. TokenTable is flat monthly โ when your Main allowance runs out it falls back to unlimited Side models instead of cutting you off or blowing up your bill.
| Grey-market relays | OpenRouter | TokenTable | |
|---|---|---|---|
| How it works | Resells someone else's subscription, illegally | Passes your request straight to whichever model you pick, takes ~5.5% on top-ups | Auto-picks the cheapest model that can handle YOUR specific task |
| Pick the expensive model out of habit? | โ | You pay full price + their cut, every time | We already routed you to something cheaper unless the task genuinely needs the flagship |
| Reliability | Can vanish overnight โ reports suggest ~60% of these shut down within 3 months | Stable, legitimate | Stable, legitimate, direct provider relationships |
| Billing | Unpredictable, prepaid balance can vanish | Usage-based โ no ceiling | Flat monthly โ a ceiling by design |
OpenRouter is a great pipe. We're the thing that watches what's flowing through it and makes sure you're not paying flagship prices for a task a $0.02 model could've handled just as well.
Solo builders are running entire companies on a stack of AI subscriptions instead of a payroll. That only works if the AI line-item stays predictable. TokenTable is built to be the one line in your budget you never have to think about again.
Wire up the OpenAI or Anthropic API directly and your monthly bill can swing anywhere from $20 to $300+ depending on traffic and mistakes. TokenTable is flat: $19/mo (Solo) or $49/mo (Pro), unlimited side-model usage included, no matter what happens inside your app.
Try TokenTable free โ see what a flat-rate AI stack actually feels like.
No credit card. Start in seconds.