Running AI workflows shouldn't feel like a guessing game.
Fluidfit now shows estimated credit usage before you run a flow, giving you better visibility into which tools and models will be used and how many credits they'll consume.
See estimated credits before you run
Hover over the Run button to preview your flow execution.
You'll see:
Which tools will run
Which models are being used
Estimated credits for each tool
Total estimated credits for the entire flow
This helps you understand the impact of a run before spending credits.
Understand where credits are being used
Expand a tool in the preview panel to see a model-level breakdown.
For example:
Generate Image
Google Nano Banana 2 — 32 credits
GPT Image 2 — 60 credits
This makes it easier to compare models and optimize your workflow before execution.
Check model pricing directly from tool settings
You can now view model pricing while selecting a model.
Simply hover over a model in the tool settings to see its credit cost, without needing to navigate to Settings → Pricing.
This helps you make faster decisions and compare models right where you're working.
Why this matters
Whether you're experimenting with prompts or running larger production workflows, you'll now have a much clearer understanding of credit usage before you generate.
Less guesswork. More transparency. Better control over your credits.
A few things to keep in mind
Credit estimates are designed to help you plan your workflow.
Actual credit usage may vary if:
Models are changed
Tool settings are updated
Additional generations are triggered
The credit preview will always reflect the current configuration of your flow at the time you view it.
Summary
Fluidfit now gives you visibility into both flow-level credit estimates and model-level pricing.
See what will run, understand what it will cost, and choose models with confidence—all before you click Run.