GrowthBook is a warehouse-native platform for A/B testing, feature flags, and product analytics · growthbook.io ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
ConfigCat is first at 41%.
LaunchDarkly is first at 24%. 3 of 14 models made it the first choice when asked directly.
LaunchDarkly is first at 56%.
“For most mid-market B2B companies, GrowthBook or Flagsmith provide the best balance of features, pricing, and ease of use.”GLM 4.7 FlashX · Direct question · first choice
“GrowthBook stands out as the best overall value and capability match for mid-market B2B companies.”DeepSeek V4 Flash · Direct question · first choice
“My default pick: GrowthBook for a small company that wants to keep costs near zero.”GPT-6 Luna · Budget-constrained question · first choice
“For a company with a limited budget, GrowthBook is the strongest overall choice”Perplexity Sonar · Budget-constrained question · first choice
“Any self-hosted option—including Unleash, Flagsmith, or GrowthBook: be cautious”GPT-6 Luna · Negative question · warning
“GrowthBook — full SaaS without viable self-hosting option”DeepSeek V4 Flash · Negative question · warning
The products named in the same answers as GrowthBook, over the 127 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 112 | 6 | Compare → | |
| 111 | 38 | Compare → | |
| 108 | 16 | Compare → | |
| 84 | 28 | Compare → | |
| 82 | 3 | Compare → | |
| 73 | 12 | Compare → | |
| 49 | 1 | Compare → | |
| 24 | 0 | View → | |
| 19 | 1 | View → | |
| 18 | 0 | View → |
What the models named instead of GrowthBook →
A side-by-side page exists where both products are among a category's top eight.
Stated on GrowthBook'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 120 of the 127 answers that named GrowthBook and are not a share of its labels.
393 of the 469 domain citations in answers naming GrowthBook 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 | 0 | 2 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 3 | 0 | 0 | 3 |
| Perplexity Sonar | 1 | 3 | 0 | 0 | 4 |
| Grok 4.20 | 0 | 4 | 1 | 0 | 5 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 2 | 1 | 1 | 5 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 1 | 2 | 0 | 0 | 3 |
| Kimi K2 | 2 | 2 | 1 | 0 | 5 |
| GLM 4.7 FlashX | 2 | 2 | 0 | 0 | 4 |
| MiniMax M2.5 | 0 | 4 | 0 | 0 | 4 |
| GPT-6 Luna | 1 | 1 | 0 | 1 | 3 |
| Muse Glimmer 30B | 0 | 3 | 1 | 0 | 4 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 357 | 75 | 2026-09-24 | ||
| Podcast or video | 91 | undated | |||
| Comparison | 74 | 35 | 2026-09-22 | ||
| Report or ebook | 22 | 0 | 2026-06-02 | ||
| Conference or event | 14 | 9 | 2026-10-15 | ||
| Case study | 13 | undated | |||
| Glossary or explainer | 10 | 7 | 2026-09-21 | ||
| Template or tool | 7 | 0 | 2023-11-28 |
As the event pages on growthbook.io state them, read September 28, 2026.
Every page growthbook.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 September 29, 2026.