Index › IT › Products › GitHub Copilot · November 2026 Edition
3 categories · Ranked

GitHub Copilot

GitHub Copilot is an AI coding assistant from GitHub · github.com ↗

#1Best rank (enterprise)
14/14Models named it
111First choices
38Warnings
November 2026 Edition · all company sizes counted.
Ranked inAI coding assistants #1 enterpriseEnterprise AI assistants #34AI security platforms #204
What AI models recommend in AI coding

Leads at enterprise. Ranked 1 of 66 for small business buyers.

The standing depends on who is buying. Every model is asked the same questions for each company size.

Why models recommend it

“I'd suggest evaluating GitHub Copilot (strong industry adoption) and Claude (excellent for complex reasoning) as starting points”Claude Haiku 4.5 · Direct question · first choice
“Start with GitHub Copilot if you're already on GitHub — it's the safest, most mature, and most widely adopted option”DeepSeek V4 Flash · Direct question · first choice
“GitHub Copilot is widely considered the best all-around AI coding assistant for mid-market B2B companies.”Qwen 3.7 Flash · Direct question · first choice
“The pioneer and most widely adopted (40M+ users)... Professional in VS Code: GitHub Copilot or Cursor.”Grok 4.20 · Comparative question · first choice

What gives them pause

“GitHub explicitly warns that Copilot CLI and cloud-agent workflows need extra caution around command execution, sensitive information, and inaccurate code.”GPT-5.4 mini · Negative question · warning
“Highest visibility in risks—can memorize/leak real secrets, API keys, or training data snippets... consumer/free tiers are riskier.”Grok 4.20 · Negative question · warning
“AI coding assistants like Copilot and Cursor introduce 45% vulnerability rates, secret leaks, and prompt injection risks in 2026.”Claude Haiku 4.5 · Negative question · warning
“they emphasize caution with tools that integrate deeply into development environments (like Cursor, GitHub Copilot, and Devin)”Mistral Small · Negative question · warning

Also on the shortlist

The products named in the same answers as GitHub Copilot, over the 235 answers that named it, and how often each was the first choice instead.

What the models named instead of GitHub Copilot →

A side-by-side page exists where both products are among a category's top eight.

At a glance

Stated on GitHub Copilot's own site, not checked by Gane.

For
Your AI accelerator for every workflow, from the editor to the enterprise.
Price stated
Free: $0USDper user / month; Pro: $10USDper user / month; Pro+: $39USDper user / month; Max: $100USDper user / month; Business: $19USDper user / month; Enterprise: $39USDper user / month
Starting price
$0USDper user / month
Free plan or trial
Free
Customers named
Grupo Boticário
Visit github.com ↗

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named GitHub Copilot came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 207 of the 235 answers that named GitHub Copilot and are not a share of its labels.

Domains cited

github.comIts own site75
gane.ai/indexpublisher (Gane)57
dev.to53
docs.github.comIts own site48
superblocks.com43
sourcegraph.com29
daily.dev25
augmentcode.com22
cursor.com21
ibm.com21

214 of the 394 domain citations in answers naming GitHub Copilot came from a third party's page. Fifty-seven were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on GitHub Copilot across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.530216
GPT-5.4 mini32027
Gemini 3.5 Flash22206
Perplexity Sonar42006
Grok 4.2041016
Mistral Small40116
DeepSeek V4 Flash40127
Llama 4 Maverick21205
Qwen 3.7 Flash31307
Kimi K241218
GLM 4.7 FlashX31127
MiniMax M2.532005
GPT-6 Luna31015
Muse Glimmer 30B40037