What are the hidden Microsoft Copilot licensing costs we should watch out for when upgrading our entire engineering team this quarter?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the hidden Microsoft Copilot licensing costs we should watch out for when upgrading our entire engineering team this quarter?
3 real searches · 1 real-search pass
Microsoft GitHub Copilot enterprise business pricing premium requests overage billing 2026 official licensingGoogle ↗
OBSERVEDComparison
Microsoft 365 Copilot pricing prerequisites licensing metered agents pay as you go 2026 officialGoogle ↗
OBSERVEDComparison
GitHub Copilot plans business enterprise billing premium request limits official docsGoogle ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Microsoft GitHub Copilot enterprise business pricing premium requests overage billing 2026 official licensing Google ↗
Microsoft 365 Copilot pricing prerequisites licensing metered agents pay as you go 2026 official Google ↗
GitHub Copilot plans business enterprise billing premium request limits official docs Google ↗
- Plans for GitHub Copilot · docs.github.com
- GitHub Copilot seats and billing cycles for organizations and enterprises · docs.github.com
- What's changing with GitHub Enterprise and Copilot billing · docs.github.com
- Microsoft Copilot Plans and Pricing—AI for Business · microsoft.com
- Microsoft Copilot Plans and Pricing—AI for Enterprise · microsoft.com
- Microsoft Copilot requirements · learn.microsoft.com
- Set Up Microsoft Copilot Pay-as-You-Go Services · learn.microsoft.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Microsoft GitHub Copilot enterprise business pricing premium requests overage billing 2026 official licensing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Microsoft 365 Copilot pricing prerequisites licensing metered agents pay as you go 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
GitHub Copilot plans business enterprise billing premium request limits official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |