In Web Browsers
개발자에게 가장 좋은 웹 브라우저는?
AI Visibility Ranking
Brands ordered by GenRank score for this question.
DirectionalQuestion-level figures rest on at most 24 answers per brand, so treat them as direction, not a verdict; the category ranking is the number to judge by. Scores are for the week of 2026-11-08. ± is the 95% confidence interval where the sampling allows one.
| Rank | Brand | Named by | Score |
|---|---|---|---|
| 1 | Google Chrome | 24/24 | 98.1±3.2 |
| 2 | Mozilla Firefox | 18/24 | 57.4±11.0 |
| 3 | Safari | 13/24 | 39.0±9.4 |
| 4 | Firefox Developer Edition | 14/24 | 36.1±4.7 |
| 5 | Microsoft Edge | 15/24 | 34.7±11.8 |
| 6 | Polypane | 4/24 | 13.6±9.5 |
| 7 | Arc | 3/24 | 12.4±10.9 |
| 8 | Brave | 4/24 | 10.8±12.2 |
| 9 | Responsively App | 3/24 | 9.6±9.3 |
| 10 | Vivaldi | 4/24 | 6.3±6.7 |
Sources these answers cited
The sites each surface's answer cited this week. The logos are the surfaces that cited the site.
| Source | Oct 25, 2026 | Nov 1, 2026 | Cited by |
|---|---|---|---|
| blog.naver.comportal_크롬만 브라우저인가? 2026년 웹 브라우저 비교! Brave·Vivaldi부터 AI 브라우저까지 | 1 | 2 |    3 surfaces |
| reddit.comcommunitybest browser for 2026 that supports extensions, automation ... | 1 | 1 |  2 surfaces |
| talmatic.comWhat are the Best Browsers for Web Developers in 2026? | - | 1 |  2 surfaces |
| berrywiki.com3.웹 개발: 웹 브라우저와 웹 편집기 종류 - BERRYWIKI | 1 | - | 1 surfaces |
| brightdata.co.kr2026년 최고의 에이전트 브라우저 10선 (순위별) | - | 2 | 1 surfaces |
| dataimpulse.com2025년 최고의 웹 브라우저 비교와 선택 가이드 | 주거용 프록시 - DataImpulse | 1 | 1 | 1 surfaces |
| developer.chrome.comOverview | Chrome DevTools | Chrome for Developers | 2 | 2 |  1 surfaces |
| devresourc.esBest Browser for Developers in 2026, Ranked - Dev Resources | - | 1 | 1 surfaces |
| en.wikipedia.orgreferenceBasilisk (web browser) | - | - | 1 surfaces |
| firefox-source-docs.mozilla.orgreferenceFirefox DevTools User Docs — Firefox Source Docs documentation | 1 | - | 1 surfaces |
| firefox.comFirefox Developer Edition — Firefox.com | - | 2 | 1 surfaces |
| go.tabbit.ai2026년 최고의 웹 브라우저: 18개 완전 비교 | Tabbit Browser | 1 | 2 | 1 surfaces |
16 more
Rank trend
Top 10 brands across editions. Five highlighted; the rest in gray.
| Brand | Oct 25, 2026 | Nov 1, 2026 | Nov 8, 2026 |
|---|---|---|---|
| Google Chrome | 1 | 1 | 1 |
| Mozilla Firefox | 2 | 2 | 2 |
| Safari | 3 | 5 | 3 |
| Firefox Developer Edition | 5 | 3 | 4 |
| Microsoft Edge | 4 | 4 | 5 |
| Polypane | 10 | 7 | 6 |
| Arc | - | 11 | 7 |
| Brave | 8 | 6 | 8 |
| Responsively App | 11 | 8 | 9 |
| Vivaldi | - | 13 | 10 |
| Brand | Oct 25, 2026 | Nov 1, 2026 | Nov 8, 2026 |
|---|---|---|---|
| Google Chrome | 1 | 1 | 1 |
| Mozilla Firefox | 2 | 2 | 2 |
| Safari | 3 | 5 | 3 |
| Firefox Developer Edition | 5 | 3 | 4 |
| Microsoft Edge | 4 | 4 | 5 |
| Polypane | 10 | 7 | 6 |
| Arc | - | 11 | 7 |
| Brave | 8 | 6 | 8 |
| Responsively App | 11 | 8 | 9 |
| Vivaldi | - | 13 | 10 |
| Chrome Canary | 6 | 9 | 11 |
| Google Chrome Dev | 7 | 10 | 12 |
| Safari Technology Preview | 9 | 12 | 13 |