Published June 29, 2026 · Updated July 26, 2026 · Samson PG
Both dashboards are fine on their own. The problem shows up the moment you use both providers in the same project.
OpenAI's usage dashboard and Anthropic's Console both show spend and token usage broken down by model and by day, but neither one shows the other. Anyone using both providers in the same project ends up needing a third place to see combined spend — because the two dashboards were never designed to talk to each other.
Structurally, the two dashboards solve the same problem the same way: a running total, sliced by day and model, for that one provider. The differences are in the details — how caching is billed and displayed, how usage limits work, and exactly how granular the per-key breakdowns are. None of those differences matter much if you only use one provider.
The moment a project uses OpenAI for one thing and Claude for another — a common pattern, since the two models are good at different tasks — you are checking two logins, in two formats, and doing the addition yourself to get a real total. Add Gemini or OpenRouter into the mix and it gets worse, not better. See how to track OpenAI spend and how to monitor Claude costs for each one individually — but if you use both, that is exactly the gap a combined dashboard exists to close.

TryTokka connects to supported providers with read-only billing keys — never a key used to make requests — and shows one combined spend number, with Scout emailing you when a daily sync finds the total over your limit (usually within about 24 hours). No proxy, no code changes. See the security page for exactly how the keys are handled, or start a 7-day free trial to see your own combined number.
Neither is clearly better — they cover the same basics (spend by day, by model) for their own provider. The real question is whether you use one provider or both. If it's both, the comparison between the two dashboards matters less than finding a combined view.
Both providers expose usage data through their billing APIs, so it is possible to pull both and combine them manually or with a script. A dashboard that already connects to both with read-only keys does the same thing automatically and keeps it updated.
Yes — token pricing differs by model and provider, and Anthropic's prompt caching bills cache reads at a separate, lower rate than regular input tokens, which OpenAI also supports for its own cached-input pricing. Comparing raw totals across providers without accounting for this can be misleading.
Jump from this guide to the matching TryTokka landing — then start a free trial when you are ready.
TryTokka combines seven API providers plus flat subscriptions. Scout checks daily and emails you when synced spend is over your limit, usually within about 24 hours.
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