OpsLevel is an internal developer portal delivered as a SaaS product · opslevel.com ↗
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%.
“I'd recommend Cortex or OpsLevel”MiniMax M2.5 · Direct question · first choice
“OpsLevel if automated cataloging, service ownership, and enforcing engineering standards are the main goals.”GPT-6 Luna · Direct question · alternative
“When to choose OpsLevel: If automated catalog discovery and "maturity" tracking are your biggest pain points”Grok 4.20 · Paraphrase question · alternative
“Other options like Backstage, Cortex, and OpsLevel are also available, but they may require more investment”Llama 4 Maverick · Direct question · alternative
“Proprietary Closed‑Source Portals (e.g., Port.io, OpsLevel, Atlassian Compass) | *Vendor lock‑in.*”GLM 4.7 FlashX · Negative question · warning
“proprietary portals (Port.io, OpsLevel, Atlassian Compass, etc.) carry vendor lock-in risks”Mistral Small · Negative question · warning
“Proprietary SaaS IDPs with Rigid Lock-In (Port, Cortex, OpsLevel)... Data Model Lock-In”Gemini 3.5 Flash · Negative question · warning
The products named in the same answers as OpsLevel, over the 124 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 120 | 56 | Compare → | |
| 110 | 27 | Compare → | |
| 108 | 5 | Compare → | |
| 73 | 8 | Compare → | |
| 56 | 2 | Compare → | |
| 51 | 0 | View → | |
| 27 | 4 | View → | |
| 26 | 0 | View → | |
| 10 | 0 | View → | |
| 9 | 1 | View → |
What the models named instead of OpsLevel →
A side-by-side page exists where both products are among a category's top eight.
Stated on OpsLevel'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 115 of the 124 answers that named OpsLevel and are not a share of its labels.
324 of the 379 domain citations in answers naming OpsLevel 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 | 1 | 2 | 0 | 3 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 3 | 0 | 1 | 4 |
| Perplexity Sonar | 0 | 2 | 1 | 0 | 3 |
| Grok 4.20 | 0 | 4 | 1 | 0 | 5 |
| Mistral Small | 0 | 0 | 1 | 1 | 2 |
| DeepSeek V4 Flash | 0 | 2 | 2 | 0 | 4 |
| Llama 4 Maverick | 0 | 2 | 0 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 3 | 0 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 3 | 0 | 1 | 4 |
| MiniMax M2.5 | 1 | 2 | 1 | 0 | 4 |
| GPT-6 Luna | 0 | 3 | 0 | 0 | 3 |
| Muse Glimmer 30B | 0 | 3 | 0 | 0 | 3 |
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 256 | undated | Developer portals, AI coding | ||
| Podcast or video | 30 | undated | Developer portals | ||
| Comparison | 17 | undated | Developer portals | ||
| Case study | 9 | undated | |||
| Conference or event | 9 | undated | Developer portals | ||
| Glossary or explainer | 7 | undated | Developer portals | ||
| Template or tool | 2 | undated | |||
| Report or ebook | 1 | undated | |||
| News or press | 1 | undated |
Every page opslevel.com 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.