Tidbit is a research workspace for fundamental investors — capture, organize, and reason across investments with multi-model LLM assistance. All paid tiers bundle a generous monthly token budget, then meter beyond that at a flat rate so cost is predictable.
Try Tidbit on a single investment.
For solo investors running real research workflows.
Small teams sharing a research workspace.
Larger teams, on-prem options, or special data needs.
Every paid tier comes with a monthly token bundle that covers ordinary usage. If you go beyond the bundle in a billing period, the overage is metered to Stripe at the per-1K-token rate above and billed at period close. The Free tier is hard-capped — when you reach 150% of the bundle, agentic features pause until rollover or upgrade.
Enterprise plans can route through their own provider keys. On Free / Individual / Team, calls go through Tidbit's keys and are accounted against your bundle.
You keep access through the end of your current billing period; we won't bill you again. Workspace data stays in place — re-subscribe any time to resume.
The Free tier is the trial. It's a real account with the same features, just capped to one investment so you can see the product end-to-end.
Tokens are the unit LLMs charge in. Tidbit accumulates input + output tokens across every agentic call (Ask, web research, council, charts). One agentic call typically spans 3–8K tokens.