TokenAtlas

What it does

TokenAtlas is an AI FinOps control center built for teams running AI workloads. Unlike generic cloud cost tools, it is designed specifically for AI infrastructure, where usage is dynamic and model-based. It unifies AI spending, usage, and performance data into one real-time dashboard, helping teams understand costs by model, feature, and usage patterns, and optimize AI spend with actionable insights.

Forecast, analyze, and optimize AI costs before you ship. TokenAtlas helps AI teams compare LLM pricing, model usage, and infrastructure spend across leading providers.

Model the monthly cost of a new prompt, agent, or model swap in seconds — then update the scenario as the workload changes. Built for teams shipping with OpenAI, Anthropic, Google, Mistral, Groq and DeepSeek . Why: Reliable summarization at a meaningfully lower price per token. TokenAtlas maintains a model catalog covering OpenAI, Anthropic, Google, Mistral, Groq, DeepSeek. Logos represent the providers whose pricing we track and compare — not customers or endorsements. AI features scale quickly, but costs are difficult to forecast before deployment. Teams struggle to understand which workflows or features drive AI spending. Growing AI products need cost intelligence before usage becomes…from tokenatlas.co

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