# LaunchDarkly: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 11 judge labels across 2 categories by 10 of 12 models. Page: https://gtm-ai-index.com/vendors/launchdarkly/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Experimentation and personalization | 0% | 20 | 10% | 10 |
| Customer intelligence and data science | 0% | 107 | 0% | 1 |

## What the models said for it

- "Statsig / LaunchDarkly ... Best For: Software-as-a-Service (SaaS) and product-led growth (PLG) teams." (Gemini 3.5 Flash, Experimentation)
- "Feature flag-centric with built-in experiments; excels in engineering-led rollouts" (Grok 4.1 Fast, Experimentation)
- "becomes the most expensive option at high MAU" (DeepSeek V4 Flash, Experimentation)

## And against it

- "LaunchDarkly is US-based and subject to CLOUD Act compelled disclosure" (Mistral Small, Experimentation)

## The company

launchdarkly-server-sdk; https://launchdarkly.com/; United States, United States; founded 2014. From Wikidata, fetched 2026-09-14.

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, September 2026 Edition, gtm-ai-index.com.