QuoteFirst AI - Know what every AI prompt will cost before you run it

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AI teams often run prompts without knowing what they will cost, making it difficult to compare models, forecast spending, and avoid expensive surprises. QuoteFirst AI estimates the cost of your prompt across 100s of LLMs before execution. Compare models and providers, select the best option for your budget and workload, then run it through a simple interface, API, or MCP server. Stop guessing which model to use. Get a real quote first, then execute.

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AI teams often run prompts without knowing what they will cost, making it difficult to compare models, forecast spending, and avoid expensive surprises. QuoteFirst AI estimates the cost of your prompt across 100s of LLMs before execution. Compare models and providers, select the best option for your budget and workload, then run it through a simple interface, API, or MCP server. Stop guessing which model to use. Get a real quote first, then execute.
What did GPT-5.6 Sol, Terra and Luna unlock that made your launch possible?
Made it possible to build our Quote and Routing Engine