AI Cost Analysis
Estimate AI token usage, model mix, project budget, and burn risk. Paste content to estimate token usage and compare model call costs. Estimate daily and period text API cost from call volume and token usage.
Not sure which model to choose? Browse the AI model directory to compare capabilities and pricing.
Clearer prompts often control cost better. Improve prompts with the AI Prompt Optimizer.
Image parameters
Video parameters
Video count (batch)
Example: estimate model mix and budget range for a marketing website. Example: paste a support message or prompt to estimate tokens and compare model costs. Example: estimate text API cost from daily requests and tokens per request.
This is a single-prompt / token cost reference, not a full project estimate. For websites, batch SEO content, AI support bots, or similar projects, use Cost details.
Some models are excluded because their official pricing is unclear or plan/credit-based.
Estimated cost
Official pricing basis
Why
Best for
| Model | Tags | In | Out | Total | Estimated cost | Reason | Scenario |
|---|
Model annoying you? Try Model Roast.
Model RoastExplore common AI project scenarios and estimate model mix and budget range.
Use project cost estimate for a customer support bot, content assistant, or knowledge assistant.
Handle daily customer conversations and FAQ.
Estimate model mix, budget range, and burn risk.
Generate marketing and social content automatically.
Ideal for content-production AI project costs.
Answer internal process and document questions.
For internal search and Q&A project estimates.
Explore business API scenarios and estimate call volume and token cost.
Fill API cost parameters to estimate daily and monthly text API cost.
High-volume customer conversation API calls.
About 100,000 customer conversations each month.
Estimated monthly cost
Open the calculator to estimate
Retrieval-augmented internal Q&A API.
About 2,000 internal questions per day.
Estimated monthly cost
Calculated dynamically in the calculator
Multi-step reasoning and tool-use tasks.
About 100 agent tasks per day.
Estimated monthly cost
Calculated dynamically in the calculator
Explore common text tasks to estimate token usage and model cost.
Fill sample text and output parameters to compare model costs in Token Detail.
Compress a long article into executive bullets.
Long input text with a shorter summary output.
Analyze gaps and edge cases in a PRD.
Medium input with structured analysis output.
Review a function and suggest improvements.
Technical input with detailed review output.
AI API cost is generally estimated from input token cost plus output token cost, then scaled by request volume and billing period. Input and output prices may differ, and both model choice and usage change project or monthly spend.
Formula: Estimated API cost = input tokens × input price + output tokens × output price.
Illustrative example: If one request uses 1,000 input tokens and 500 output tokens, 10,000 similar requests use 10M input tokens and 5M output tokens. The actual amount depends on the selected model’s current input and output pricing.
Use the calculator above to choose a model, enter usage, and estimate project or monthly API spend.
Set a monthly API cost range for support, RAG, or agent features.
Compare model choices and input/output ratios at the same call volume.
See when a changing daily call volume requires a budget adjustment.
