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ACG Tools
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About ACG Tools
ACG Tools provides a collection of six free utilities tailored for developers who build and run AI coding agents, with a primary focus on tracking and forecasting token expenses. The suite operates using official model price lists rather than live API calls, allowing users to estimate costs before deployment and mitigate the risk of unexpected expenses. Core tools include calculators for official large language model (LLM) list prices, GPT-6 Astra API costs, monthly agent burn rates, and prompt-level billing, enabling precise cost projections at different stages of development. Additional resources include budget-aware MCP templates designed for coding agents, a checklist of twelve cost runaway signals to identify potential budget overruns, and detailed explanatory pages that compare pricing models such as Batch versus Flex, ChatGPT subscriptions versus API billing, and Astra versus Sol rates. The tools are particularly suited for teams aiming to implement basic budget controls and cost predictability without the need to integrate a full monitoring service. By leveraging official pricing data, ACG Tools empowers agent builders to make informed decisions about model selection, deployment strategies, and cost optimization before scaling their projects.
Key features
- LLM pricing leaderboard
- GPT-6 Astra API cost calculator
- Agent burn rate estimator
- Prompt token and cost calculator
- Budget-aware MCP templates
- Agent cost runaway checklist
- Batch vs Flex pricing comparison
- ChatGPT subscription vs API billing guide
Use cases
- Estimating monthly spend for AI coding agents
- Comparing model pricing before deployment
- Checking prompt costs before API calls
Pros
- Free to use with no account required
- Covers major providers and pricing tiers
- Includes both calculators and practical templates
- Provides comparative pricing breakdowns
- Offers a checklist for cost control best practices
Cons
- No live price tracking or budget enforcement
- Calculations based on static list prices only
- Limited to pricing estimation and guidance
- No integration with actual agent deployments
Frequently asked questions about ACG Tools
What does ACG Tools do?
ACG Tools provides free utilities for developers running AI coding agents to estimate, track, and control token expenses using official model price lists. It includes calculators for LLM pricing, agent burn rates, prompt costs, and budget-aware MCP templates.
Who is ACG Tools designed for?
ACG Tools is designed for developers and teams building AI coding agents who need to forecast costs, avoid unexpected bills, and implement basic budget controls without integrating a full monitoring service.
How do ACG Tools estimate costs?
The tools use official model price lists rather than live API calls to estimate costs before deployment, allowing users to predict spending based on token usage and model selection.
Can ACG Tools help prevent cost overruns?
Yes, ACG Tools includes a checklist of twelve cost runaway signals and budget-aware MCP templates to help teams identify and prevent agents from burning money without proper budget controls.
Does ACG Tools provide pricing comparisons between models?
Yes, ACG Tools offers a leaderboard comparing official list prices across providers and explanatory pages comparing pricing models such as Batch vs Flex, ChatGPT subscriptions versus API billing, and Astra versus Sol rates.
How can I get started with ACG Tools?
Users can start by visiting the ACG Tools website, selecting the tool that fits their needs (e.g., pricing calculator, burn estimator, or MCP templates), and using the provided resources to estimate and control costs.
