Forum Discussion
Claude Code Integrate with Power Bi
Hi everyone,
I’m working on a POC for Power BI + Claude Integration, specifically the Report Authoring skill.We need to use Claude Code to create the required report pages and visuals. I’m currently trying to estimate the Claude Code credit/token consumption and approximate cost for completing this POC.
Has anyone worked on a similar POC using Claude Code? If so, could you please share:
Approximate credits/tokens consumed
Estimated cost
Any recommendations for estimating the usage before starting
Any guidance or experience would be really helpful. Thanks!
2 Replies
- ShivekMaharaj
Memorable Member
Hi Yash8160,
v-achippa is right that there isn't a fixed token/credit figure per Power BI page. I would add one billing distinction that is important when estimating the POC.
The Power BI Report Authoring skill is the Power BI-specific instruction/tooling layer used by the coding agent. Microsoft currently lists Claude Code as a compatible agent, but the token consumption comes from the Claude model and the amount of agent work required rather than from Fabric assigning a fixed number of credits to each report or visual.
The cost therefore depends on things such as:
- which Claude model you use;
- how much of the semantic model/report definition has to be inspected;
- number and complexity of pages/visuals;
- how many authoring and validation iterations are required;
- how much existing PBIR/PBIP context is repeatedly read.
I would also first establish how Claude Code will be billed. Anthropic documents that Claude Code can be used through a Pro/Max subscription allocation or through pay-as-you-go API/Console usage. Those are different models: subscription usage is governed by the plan's usage limits, while API-credit usage is charged at the model's token rates.For a POC, I would therefore benchmark one representative report workflow rather than trying to estimate from page count alone.
For example:
- Pick one page that is representative of the final POC - not the simplest page.
- Run the complete workflow you expect to use: inspect the semantic model → plan/design the page → author the PBIR → open/validate it → make any corrections.
- Record the actual Claude usage/cost for that complete iteration.
- Repeat with one simple page and one complex page if the report varies significantly.
- Use those measurements to estimate the remaining pages and add some allowance for rework and prompt iteration.
Microsoft's current Power BI agentic authoring guidance also separates report planning, design, authoring and management into different skills, so I would include whichever of those steps you intend to use when measuring the baseline.If you are using Anthropic API/pay-as-you-go rather than staying within a Claude subscription, you can then convert the measured model usage using Anthropic's current token pricing. If you are using Pro/Max, I would monitor the remaining Claude Code allocation instead of treating every page as a directly billed token cost.
So I would avoid quoting a generic "X credits per report" number. One or two representative end-to-end builds using your actual semantic model will give you a much more defensible POC estimate.
AI-assisted drafting: AI was used to help structure and phrase this response. I reviewed and validated the technical content before posting.
- v-achippa
Community Support
Hi Yash8160,
Thank you for reaching out to Microsoft Fabric Community.
For this POC, you can integrate Claude code with power bi using Microsoft’s Power BI Authoring skill for Fabric. This allows Claude code to work with power bi report and semantic model artifacts.
There is no fixed number of Claude code credits or tokens per power bi report or page. The consumption depends on the Claude model used and the complexity of the authoring task. So, build one representative report page, record its token usage, and use it as a baseline to estimate the remaining POC, including some allowance for testing and rework
For reference, follow the below documentation:
Skills for Fabric
Install Skills for FabricThanks and regards,
Anjan Kumar Chippa