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About Tokenomy.ai
🌐 https://tokenomy.ai
Tokenomy is a real-time cost intelligence platform for AI developers.
We help LLM teams predict, analyze, and optimize token usage and cost across models like GPT-4o, Claude 3, and Mistral before they ship code.
What We're Building:
🔍 Live token + cost estimators for every prompt
🧠 Model switcher + optimization engine (GPT-3.5 → GPT-4o → Claude)
📊 LangChain, CLI, and VS Code integrations for visibility inside your workflow
💸 Insights dashboard for per-project usage, costs, and system prompt waste
🌱 Energy + carbon estimator (coming soon)
Why it matters:
We hit a $27,000 surprise GPT bill, and realized most teams are blind to token costs until it's too late.
Tokenomy brings cost transparency and control to AI builders — before prompts go into production.
Backed by practical experience building cost observability and secure AI stacks for large enterprise platforms, startups, and public sector deployments.
Tech stack:
TypeScript · React · LangChain · OpenAI · Claude · Supabase · Python · Next.js · D3.js
Tokenomy is a real-time cost intelligence platform for AI developers.
We help LLM teams predict, analyze, and optimize token usage and cost across models like GPT-4o, Claude 3, and Mistral before they ship code.
What We're Building:
🔍 Live token + cost estimators for every prompt
🧠 Model switcher + optimization engine (GPT-3.5 → GPT-4o → Claude)
📊 LangChain, CLI, and VS Code integrations for visibility inside your workflow
💸 Insights dashboard for per-project usage, costs, and system prompt waste
🌱 Energy + carbon estimator (coming soon)
Why it matters:
We hit a $27,000 surprise GPT bill, and realized most teams are blind to token costs until it's too late.
Tokenomy brings cost transparency and control to AI builders — before prompts go into production.
Backed by practical experience building cost observability and secure AI stacks for large enterprise platforms, startups, and public sector deployments.
Tech stack:
TypeScript · React · LangChain · OpenAI · Claude · Supabase · Python · Next.js · D3.js
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