AI CODING ANALYTICS

GitHub Copilot usage
metrics, per engineer.

Your Copilot settings show your usage this cycle in AI credits. Org and enterprise owners get a usage metrics dashboard under Insights and an API with a daily report per user; Zest adds Copilot Chat next to Claude Code, Cursor and Codex.

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Zest lemon in its mech suit

01See your team’s AI stack

Winding / Teams Last 30 days

Zest

3 Members 1 Agent
Team overview
67%
AI Adoption▲ 34 pts
240
PRs Merged▲ 101
96.1h
Median AI Time▲ 9.5h
57.2h
Build Hours▲ 20.3h
This week
Member AI PRs/wk AI Task Plan Impl Last Standup AI Stack
22.8/wk28 min ago
15.8/wk12 min ago
4/wkAug 14
—2 hours ago
Current AI models & harnesses As of Sep 8
Claude CodeFable 5.1 (max) (with fallback)70.4 · Coding Agent Index
CodexGPT-6 Astra (max)67.0 · Coding Agent Index
Muse CodeMuse Spark 1.3 (xhigh)64.2 · Coding Agent Index
Grok BuildGrok 4.5 (high)64.1 · Coding Agent Index
Kimi Code CLIKimi K362.6 · Coding Agent Index
OpencodeGemini 3.8 Flash (high)61.2 · Coding Agent Index
Cursor CLIComposer 2.5 Fast38.3 · Coding Agent Index

Demo setups use current model families. The pairings above are the combinations benchmarked by Artificial Analysis; rankings measure performance, not popularity.

Intelligence Index

Illustrative daily trends · Other totals: last 30 days. Build Hours: this week, model-estimated activity including overlap; not engineer hours.

USED BY ENGINEERING TEAMS AT

FlypsCharmWildfiresGeoforgeMisaLabs

How to check your own Copilot usage

Copilot counts usage in AI credits. Where you see yours depends on the plan:

  • On a Copilot Business or Enterprise seat: click your profile picture, then Copilot settings. Under Usage, Usage this cycle shows the credits you've used.
  • On a personal plan: github.com/settings/billing, then AI usage, with the credits each model used and their cost.
  • In the Copilot CLI, /usage shows this session's tokens per model and, on token-based billing, each model's AI credits.

The Copilot usage metrics dashboard

Enterprise owners open the enterprise, then Insights, then Copilot usage; organization owners get the same view for their organization. Billing managers and custom roles with the View Copilot Metrics permission can see it too, once the Copilot usage metrics policy is on. It shows 28-day trends in three dashboards:

  • Copilot usage: daily and weekly active users, code completions and their acceptance rate, requests per chat mode (ask, edit, plan, agent), and model and language use. Copilot CLI isn't in these charts.
  • Code generation: lines changed with AI, and the share that agents added or deleted.
  • Copilot impact: users grouped into adoption phases, compared on pull requests merged per user per month and time to merge.

The Copilot usage metrics API

The REST API returns the same data as files. Each endpoint under /orgs/{org}/copilot/metrics/reports/ (or /enterprises/{enterprise}/…) answers with signed links to NDJSON reports: one day or the latest 28 days, for the organization, per user, per repository, or per user and team. An organization token needs read:org, or the Organization Copilot metrics read permission. Data can lag up to three full UTC days and goes back up to a year.

Each per-user line has user_login and day, prompts sent, code generated and accepted, lines added and deleted, flags such as used_agent, used_chat and used_cli, ai_credits_used, and totals by IDE, feature, language and model. It has no pull requests. The old /orgs/{org}/copilot/metrics endpoint closed on April 2, 2026.

curl -L \
  -H "Accept: application/vnd.github+json" \
  -H "Authorization: Bearer <YOUR-TOKEN>" \
  -H "X-GitHub-Api-Version: 2026-03-10" \
  "https://api.github.com/orgs/ORG/copilot/metrics/reports/users-1-day?day=DAY"

How Zest measures GitHub Copilot usage

GitHub's reports describe Copilot. Claude Code, Cursor or Codex sessions on the same engineer's laptop aren't in them, which is why Claude Code vs GitHub Copilot, Codex vs GitHub Copilot and Cursor vs GitHub Copilot are worth measuring on your own team. Zest answers the cross-tool question: which coding agent, model and skills each engineer reaches for, and which sessions turn into merged pull requests.

  • The Zest extension for VS Code (setup) reads Copilot Chat sessions: the conversation, the models, the tokens Copilot reports, and the skills and tools each one called.
  • Inline completions are not captured. GitHub's own metrics stay the source for completion acceptance.
  • Claude Code, Codex, Cursor, Grok Build and Hermes report into the same dashboard, so usage is comparable across tools.
Zest's AI Stack overview for one engineer: platforms, models, agents and MCP tools with usage counts
Zest's AI Stack overview for one engineer

Copilot ROI: usage next to what ships

GitHub's impact dashboard compares adoption phases on merged pull requests. Zest shows it per engineer: the Zest GitHub App puts each engineer's Copilot Chat sessions next to the pull requests they merged, with PR cycle time. Which delivery numbers to trust is on developer productivity metrics.

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Starter is free (3 seats, no credit card). Pro is $49 a month with 5 seats and Max is $149 a month with 10 seats — priced per workspace, not per engineer, with extra seats at $19 a month.

A FEW THINGS TO KNOW

Questions

Where do I see GitHub Copilot usage metrics?+

Enterprise and organization owners open Insights, then Copilot usage, once the Copilot usage metrics policy is on. The same data comes as daily NDJSON reports from the /copilot/metrics/reports REST endpoints.

How do I check my own Copilot usage?+

On a Business or Enterprise seat, open Copilot settings and read Usage this cycle, in AI credits. On a personal plan, go to github.com/settings/billing, then AI usage.

Can I see GitHub Copilot usage per engineer?+

Yes. The users-1-day and users-28-day reports have one line per user, with prompts, code accepted, lines added and AI credits. Zest adds each engineer's Copilot Chat sessions next to their other coding agents and merged pull requests.

Is the GitHub Copilot Metrics API deprecated?+

The old /orgs/{org}/copilot/metrics endpoint closed on April 2, 2026. Use the Copilot usage metrics reports under /copilot/metrics/reports instead.

Does Zest capture Copilot inline completions?+

No. Zest reads Copilot Chat sessions in VS Code. For completion acceptance rates, use GitHub's Copilot usage metrics.