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toto: A Model-Agnostic Smart Task Router for Cost-Effective AI Usage

By

@producthunt

23d ago· 1 min readenProduct
Bagel score 38 of 100
38/100
Stale
Bagelometer

Leave it on the tray for the seagulls.

Score38Typepress releaseSentimentpositive

Summary

toto is a model-agnostic routing tool that intelligently assigns tasks to the most cost-effective AI model from vendors like OpenAI, Anthropic, and Google. It allows users to prioritize speed, cost, or skill, preventing the common mistake of always defaulting to expensive top-tier models (e.g., Opus, GPT) which wastes money on unnecessary token spend. The tool dynamically adapts to rapidly changing model capabilities.

Key quotes

· 4 pulled
toto routes every task to the best model.
almost everyone chooses the expensive, 'best': opus 4.7, gpt 5.5. that mistake is costing your business a LOT of money in metered, wasted token spend.
speed, cost, skill - you choose what you route for.
models are spiky creatures that change fast - toto keeps up.
Snippet from the RSS feed
toto routes every task to the best model. today, you choose the model you use when you do your work. almost everyone chooses the expensive, 'best': opus 4.7, gpt 5.5. that mistake is costing your business a LOT of money in metered, wasted token spend. tot

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