Infisical is a security platform for secrets management, aimed at developers and agents · infisical.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Doppler is first at 43%.
HashiCorp Vault is first at 32%. 3 of 14 models made it the first choice when asked directly.
HashiCorp Vault is first at 68%.
“Start with Infisical (Cloud) or Doppler. They are designed to lower the cognitive load for small teams.”Qwen 3.7 Flash · Budget-constrained question · first choice
“Infisical (open-source self-hosted edition) is often the best choice for a company with a limited budget.”Grok 4.20 · Budget-constrained question · first choice
“The best secrets management tool for a company with a limited budget is Infisical, which offers a free tier”Llama 4 Maverick · Budget-constrained question · first choice
“Doppler or Infisical offer the best balance of functionality, cost, and operational simplicity”DeepSeek V4 Flash · Direct question · first choice
“Other niche or less-mature tools (e.g., Infisical, Doppler, Akeyless as Vault alternatives ... Newer tools may have smaller communities”Grok 4.20 · Negative question · warning
“can supplement, but they lack full enterprise PAM capabilities”Grok 4.20 · Budget-constrained question · warning
The products named in the same answers as Infisical, over the 196 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 171 | 42 | Compare → | |
| 140 | 38 | Compare → | |
| 136 | 3 | Compare → | |
| 97 | 5 | Compare → | |
| 91 | 3 | Compare → | |
| 68 | 5 | Compare → | |
| 65 | 2 | View → | |
| 39 | 3 | View → | |
| 34 | 1 | View → | |
| 31 | 0 | View → |
What the models named instead of Infisical →
A side-by-side page exists where both products are among a category's top eight.
Stated on Infisical'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 177 of the 196 answers that named Infisical and are not a share of its labels.
417 of the 558 domain citations in answers naming Infisical came from a third party's page. Fifty-two were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 3 | 5 | 1 | 0 | 9 |
| Perplexity Sonar | 2 | 2 | 0 | 0 | 4 |
| Grok 4.20 | 1 | 4 | 2 | 2 | 9 |
| Mistral Small | 0 | 4 | 0 | 0 | 4 |
| DeepSeek V4 Flash | 2 | 4 | 0 | 0 | 6 |
| Llama 4 Maverick | 1 | 0 | 3 | 0 | 4 |
| Qwen 3.7 Flash | 1 | 4 | 0 | 0 | 5 |
| Kimi K2 | 1 | 4 | 0 | 0 | 5 |
| GLM 4.7 FlashX | 0 | 4 | 0 | 0 | 4 |
| MiniMax M2.5 | 1 | 1 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 4 | 0 | 0 | 4 |
| Muse Glimmer 30B | 1 | 2 | 0 | 0 | 3 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 113 | 20 | 2026-09-28 | Secrets, PAM | |
| Comparison | 32 | 5 | 2026-09-23 | Secrets | |
| Podcast or video | 26 | 7 | 2026-09-14 | Secrets | |
| Case study | 15 | undated | |||
| Glossary or explainer | 8 | 1 | 2026-09-03 | PAM, Secrets | |
| Webinar or virtual event | 2 | undated | Secrets | ||
| Template or tool | 1 | undated |
Every page infisical.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 September 29, 2026.