TokenAtlasSee your AI costs before you ship.
Forecast the monthly bill of a new prompt, agent, or model swap in seconds — then keep monitoring it once it's live. Built for teams shipping with OpenAI, Anthropic, Gemini, and other major providers.
$2.5/M input · $10/M output
Why: Reliable summarization at a meaningfully lower price per token.
We track pricing across every major LLM provider
Logos below represent the providers whose pricing TokenAtlas monitors and compares — not customers or endorsements.
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
Example Optimization Insights
Illustrative scenarios — not real customer data. Connect your stack to see your own.
Coverage figures derived from our live pricing database. No aggregate customer spend or savings numbers are shown — the founding-users program is still open.
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