Thunderdome B2B SaaS AI Visibility Index

← Code Hosting & Collaboration ranking

Head-to-head · July 2026 snapshot

GitHub vs GitLab

GitHub leads overall; GitLab owns enterprise and budget conversations. GitHub's edge comes down to first-pick rate: it is chosen first 79% of the time versus just 1% for GitLab, which is the main driver separating their nearly identical Visibility Scores of 80 and 79.6. Gemini is the one model that breaks the tie, preferring GitHub over GitLab, while ChatGPT and Claude score both brands identically. GitLab compensates by winning the enterprise and budget-and-alternatives question themes, signaling it holds real ground when buyers are either cost-sensitive or evaluating at scale.

GitHub GitLab
Visibility Score 80 80
Rank in category #1 #2
Mention rate 81% 90%
#1 pick rate 79% 1%
Avg. position when named 1 2

Who each model prefers

ChatGPT
GitHub 83
GitLab 83
Claude
GitHub 75
GitLab 75
Gemini
GitHub 83
GitLab 80

The models split: ChatGPT calls it even, Claude calls it even, Gemini prefers GitHub.

The shape of the fight

Each axis is one of the 8 measured buyer questions; the further out, the more of that question's answers name the brand. Hover an axis for the raw counts. Single-axis gaps ride on 9 answers each, so read the overall shape, not one spike.

GitHubGitLab
Best overallUse caseTop toolsStartupEnterpriseFeature-ledSingle pickBudget

The fight, question by question

Mentions out of 9 answers per question. Click any question for the full transcripts.

Question GitHub GitLab Edge
Best overallWhat's the best platform for hosting our Git repositories? 9 9 even
Use-case fitOur engineering team of 25 needs pull requests, code review, and CI pipelines in one place. What should we use? 9 9 even
Top tools in 2026What are the top code hosting and collaboration platforms in 2026? 9 9 even
Startup & small teamWhich Git hosting platform is best for a startup engineering team? 9 9 even
Enterprise pickWhich code hosting and collaboration platform should a large enterprise standardize on, considering security, compliance, and scale? 4 8 GitLab
Feature-led askI want built-in CI/CD and code review workflows tied directly to our repos. What do you recommend? 9 9 even
If you could pick oneIf you could only pick one code hosting platform, which one and why? 9 9 even
Budget & alternativesWhat's a good alternative to the biggest code hosting platforms? 0 3 GitLab

Open this matchup in the compare tool →  ·  GitHub brand report  ·  GitLab brand report

Measured from 72 fresh answers collected from the models' production APIs in July 2026; rankings change monthly. Neither brand can pay to appear here or to move the numbers. Full recipe on the methodology page.