Roadie is a managed, software-as-a-service version of Backstage, the internal developer portal · roadie.io ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Port is first at 69%.
Port is first at 57%. 1 of 14 models made it the first choice when asked directly.
Port is first at 44%.
“starting with a SaaS catalog-first portal like Port or Roadie gives the quickest developer experience lift”Muse Glimmer 30B · Paraphrase question · first choice
“Need speed and developer experience? Port or Roadie.”Mistral Small · Comparative question · first choice
“I'd recommend Roadie for a mid-sized B2B company”GLM 4.7 FlashX · Paraphrase question · first choice
“my default recommendation would be Roadie”GPT-5.4 mini · Paraphrase question · first choice
No model argued against it.
The products named in the same answers as Roadie, over the 103 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 98 | 48 | Compare → | |
| 86 | 22 | Compare → | |
| 84 | 5 | Compare → | |
| 73 | 3 | Compare → | |
| 51 | 1 | Compare → | |
| 41 | 0 | View → | |
| 22 | 3 | View → | |
| 21 | 1 | View → | |
| 9 | 0 | View → | |
| 8 | 1 | View → |
What the models named instead of Roadie →
A side-by-side page exists where both products are among a category's top eight.
Stated on Roadie's own site, not checked by Gane.
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 →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 94 of the 103 answers that named Roadie and are not a share of its labels.
262 of the 304 domain citations in answers naming Roadie came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-5.4 mini | 2 | 2 | 0 | 0 | 4 |
| Gemini 3.5 Flash | 0 | 5 | 0 | 0 | 5 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 2 | 1 | 0 | 3 |
| Mistral Small | 1 | 0 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 0 | 3 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 2 | 2 | 0 | 4 |
| GLM 4.7 FlashX | 1 | 1 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 1 | 2 | 0 | 0 | 3 |
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 112 | 0 | 2026-06-30 | AI coding | |
| Case study | 11 | undated | Developer portals | ||
| Comparison | 8 | 0 | 2026-04-16 | ||
| Conference or event | 6 | 0 | 2023-06-26 | ||
| Template or tool | 2 | 0 | 2026-05-27 | ||
| News or press | 2 | undated | |||
| Glossary or explainer | 1 | undated |
Every page roadie.io exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read October 5, 2026.