← Code Hosting & Collaboration ranking
Head-to-head · July 2026 snapshotGitHub 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 |
The models split: ChatGPT calls it even, Claude calls it even, Gemini prefers GitHub.
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.
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.