Token costs are unpredictable. Every API call, every model, every agent causes variable expenses — and without a centralized overview, teams quickly lose control. EverStrategy.ai makes AI costs transparent, maps them to business goals and alerts you to anomalies in real time.
AI infrastructure costs are growing faster than any other IT cost category. But most teams struggle with the same three problems.
Unlike fixed SaaS licenses, Token costs are variable and depend on prompt length, model choice and output complexity. Invoices from OpenAI, Anthropic or Google only become visible at month's end — often with unpleasant surprises.
When dozens of agents work in parallel using different models, it's impossible to assign costs to individual business goals. Without this mapping, there is no basis for ROI calculations and informed budget decisions.
A misconfigured agent or infinite loop can generate thousands of dollars in Token costs within hours. Without real-time warnings, teams only find out when the next invoice arrives — too late for correction.
Every API call is billed in Tokens — separated into input (prompt) and output (response). Output tokens are typically three to five times more expensive than input tokens. A solid understanding of this pricing structure is the foundation for effective cost management.
| Model | Input (per 1K Tokens) | Output (per 1K Tokens) |
|---|---|---|
| GPT-5.2 Pro | $0.003 | $0.012 |
| GPT-5 | $0.005 | $0.02 |
| o3 | $0.01 | $0.04 |
| Gemini 3 Flash | $0.00015 | $0.0006 |
| Gemini 2.5 Pro | $0.00125 | $0.01 |
| Claude Opus 4.6 | $0.005 | $0.025 |
| Claude Sonnet 4.5 | $0.003 | $0.015 |
Prices in USD. As of: February 2026. Prices may change due to provider updates.
EverStrategy.ai provides a comprehensive set of tools to not only make AI costs visible but actively manage them. Every Token consumed is captured, allocated and visualized in real time.
Central Dashboard with real-time overview of all AI expenditures. Filter by time period, agent, model or business goal. Daily, weekly and monthly views show cost trends at a glance — across platforms without manual export.
Allocate costs to individual agents and business goals. Instantly see which agents work efficiently and where optimization potential exists — broken down to Token level for maximum transparency.
Interactive trend charts visualize cost development over any time period. Identify seasonal patterns, growth trends and the impact of configuration changes on your AI expenditures.
Automatic detection of cost spikes and unusual consumption patterns. Receive immediate notifications when an agent causes unexpected costs — before the monthly invoice becomes a surprise.
Costs alone only tell half the story. The true value of AI agents is revealed only when costs and impact are considered together.
The difference between uncontrolled AI expenses and a professional cost solution shows up in daily work.
EverStrategy.ai connects via your existing API keys to OpenAI, Google Gemini, Anthropic and OpenClaw. Every API call is captured in real time, Token usage is broken down by input and output, and resulting costs are calculated based on current model prices. Data collection is fully read-only — your agents are never modified.
EverStrategy.ai currently supports four platforms: OpenAI (GPT-5.2 Pro, GPT-5, o3), Google Gemini (Gemini 3 Flash, Gemini 2.5 Pro), Anthropic Claude (Opus 4.6, Sonnet 4.5) and OpenClaw as an open-source alternative. All providers are consolidated in a single Dashboard so you can compare costs across platforms.
EverStrategy.ai continuously analyzes the consumption behavior of your agents and automatically detects unusual patterns: suddenly rising Token costs, unexpectedly high output consumption or sudden cost increases for individual agents. When an anomaly is detected, you receive immediate notifications — before small problems become big bills.
The Alignment-Score measures how well an agent achieves its defined business goals. It considers quality, reliability and goal achievement rate. Combined with actual costs, it yields a meaningful ROI per agent and goal — the foundation for data-driven decisions about which agents to scale, optimize or shut down.
EverStrategy.ai offers a free entry point so you can test the platform risk-free. You can start monitoring immediately and make your AI costs transparent. Details on pricing plans can be found on the registration page.
Make Token costs transparent, map expenses to business goals and detect anomalies in real time. Get started free with EverStrategy.ai now.
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