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estimate_cost

Calculate pricing for image generation, editing, or analysis across models to plan your budget.

Instructions

Estimate the cost of an image operation.

Shows pricing per model per operation to help with budgeting.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
modelNoModel to estimate for (default: all models)
operationYes"generate", "edit", or "analyze"
number_of_imagesNoNumber of images (default: 1)

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided, so the description carries full burden. It discloses that it shows pricing per model per operation, which implies no side effects. However, it does not explicitly state it is read-only or that it does not perform the actual operation.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences: first clearly states purpose, second adds valuable detail. No fluff, highly efficient.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description explains the core functionality and what it returns (pricing per model per operation). With an output schema present, the description is sufficiently complete for a simple tool, though it could briefly mention that it does not execute the operation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema covers 100% of parameters with descriptions. The description adds context about showing pricing per model per operation, but does not add meaning beyond the schema for any parameter, meeting baseline with minor addition.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it estimates cost of an image operation, using specific verb 'estimate' and resource 'cost of an image operation'. It distinguishes from sibling tools that perform actual operations like generate_image or edit_image.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool vs alternatives. It does not mention prerequisites, when not to use, or suggest alternative tools for different purposes, leaving the agent without context.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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