TokenAtlasThe AI FinOps control center.
TokenAtlas is the financial intelligence system that continuously optimizes your AI infrastructure cost and performance — monitoring spend, surfacing anomalies, and recommending smarter model decisions in real time.
$2.5/M input · $10/M output
Trusted by AI Builders
Built for AI startups, developers, and teams optimizing infrastructure costs.
OpenAI
Anthropic
Mistral
Groq
DeepSeek
Meta
Cohere
Perplexity
HuggingFace
OpenAIAnthropicMistralGroqDeepSeekMetaCoherePerplexityHuggingFaceA continuous system, not a calculator.
TokenAtlas runs in the background of your AI stack — turning raw token spend into real-time decisions about models, workloads, and infrastructure efficiency.
Cost Monitoring Dashboard
Live view of AI spend across every provider, model, and workload — updated continuously, not on request.
Model Usage Optimization
An always-on engine that finds cheaper, faster, or smarter model swaps for the work you're already running.
What-If Scenario Simulation
Model the cost and performance impact of new agents, prompts, or traffic before you ship them.
Cost Anomaly Detection
Get alerted the moment a workload spikes, a prompt regresses, or a model change blows up your unit economics.
Benchmark Comparison System
Compare your spend, efficiency, and model mix against similar AI products and infrastructure profiles.
Weekly AI Financial Reports
Automated FinOps reports you can hand to your CFO, board, or co-founder — generated every week.
Monitor. Detect. Optimize. Repeat.
Every AI workload you run feeds the same continuous intelligence loop — so optimization is proactive, not reactive.
Become One of the First 100 TokenAtlas Users
Help shape the future of AI FinOps. Early users receive priority support, direct product feedback access, and lifetime founding-user benefits.
- Priority support channel
- Direct product feedback access
- Lifetime founding-user benefits
- Early access to new features
What teams are saying.
Real teams cutting real AI bills with TokenAtlas.
"We cut our OpenAI bill by 38% in the first three weeks. TokenAtlas paid for itself before the first invoice even arrived."
"I finally have one dashboard that answers 'where is our AI money going?' — without spending a sprint building it ourselves."
"The simulator caught a prompt regression that would have burned $14k before our next deploy. That single alert paid for two years."
"Switched 60% of traffic from GPT-4o to a cheaper model with the same quality after seeing the comparison. Zero customer complaints."
"Finance and engineering finally speak the same language. Our monthly AI review went from a fight to a five-minute meeting."
"Onboarded in 12 minutes. By the end of the day I had three concrete cost cuts waiting for review. Genuinely impressive product."
"We were flying blind across Anthropic, OpenAI and Mistral. TokenAtlas gave us a single source of truth in an afternoon."
"The what-if engine is the killer feature. I can defend budget decisions to the board with numbers I actually trust."
"We cut our OpenAI bill by 38% in the first three weeks. TokenAtlas paid for itself before the first invoice even arrived."
"I finally have one dashboard that answers 'where is our AI money going?' — without spending a sprint building it ourselves."
"The simulator caught a prompt regression that would have burned $14k before our next deploy. That single alert paid for two years."
"Switched 60% of traffic from GPT-4o to a cheaper model with the same quality after seeing the comparison. Zero customer complaints."
"Finance and engineering finally speak the same language. Our monthly AI review went from a fight to a five-minute meeting."
"Onboarded in 12 minutes. By the end of the day I had three concrete cost cuts waiting for review. Genuinely impressive product."
"We were flying blind across Anthropic, OpenAI and Mistral. TokenAtlas gave us a single source of truth in an afternoon."
"The what-if engine is the killer feature. I can defend budget decisions to the board with numbers I actually trust."
Example Optimization Insights
Illustrative scenarios — not real customer data. Connect your stack to see your own.
AI FinOps is the new infrastructure layer.
Every modern AI product runs on tokens — and every modern AI team is quietly discovering that token economics behave nothing like traditional cloud bills. A single retrieval pipeline, agent loop, or multimodal feature can 10× your inference spend in a week, and most teams only find out when the invoice lands.
TokenAtlas is built for that reality. It is an AI Financial Operations and Intelligence OS: a continuous system that watches every workload, benchmarks your efficiency against similar AI products, and turns raw cost data into specific, shippable decisions.
Think Stripe Dashboard for your AI revenue side, and Datadog for your AI infrastructure side — fused into one FinOps control center built for startups and AI builders.
Take control of your AI infrastructure economics.
Plug in once. Get continuous intelligence on spend, efficiency, and model decisions — forever.
Open the Control Center