# Kameleoon vs Statsig: which do AI models recommend for experimentation, September 2026

GTM AI Recommendation Index, September 2026 Edition, Experimentation and personalization. One of twelve models named Kameleoon first on the direct prompt; zero named Statsig. Page: https://gtm-ai-index.com/marketing/experimentation-and-personalization/kameleoon-vs-statsig/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Kameleoon | 4% | #6 of 14 | 4% | 27 | 12 of 12 |
| Statsig | 4% | #7 of 14 | 14% | 21 | 10 of 12 |

## The direct prompt, model by model

- Qwen 3.7 Flash: kameleoon first (first choices: Kameleoon, VWO) (alternatives: Mutiny, Personizely)
- GPT-5.4 mini: neither first, one named (first choices: Optimizely CMS) (alternatives: Kameleoon, VWO)
- Grok 4.1 Fast: neither first, one named (first choices: VWO) (alternatives: Convert Experiences, Kameleoon, Personyze)
- DeepSeek V4 Flash: neither first, one named (first choices: VWO) (alternatives: Convert Experiences, Kameleoon, Mutiny)
- GLM 4.7 FlashX: neither first, one named (first choices: Convert Experiences) (alternatives: Kameleoon, VWO)
- Claude Haiku 4.5: neither named (first choices: Mutiny) (alternatives: AB Tasty, Abmatic AI, Mida, VWO)
- Gemini 3.5 Flash: neither named (first choices: VWO) (alternatives: Abmatic AI, Markettailor, Userled, Webflow Optimize)
- Perplexity Sonar: neither named (first choices: VWO) (alternatives: Convert, Mutiny)
- Mistral Small: neither named (first choices: Personyze) (alternatives: Abmatic AI, VWO)
- Llama 4 Maverick: neither named (first choices: Personizely, Personyze, VWO)
- Kimi K2: neither named (first choices: VWO) (alternatives: Intellimize, Mutiny)
- MiniMax M2.5: neither named (first choices: Personizely, Personyze) (alternatives: Convert)

## What the models said about Kameleoon

- "Too few independent buyer reviews to verify claims; developer-heavy approach may alienate marketers" (Kimi K2, negative prompt, soft negative)
- "For most mid-sized B2B companies, I'd recommend Kameleoon because it offers the best combination of A/B testing and personalization capabilities" (Claude Haiku 4.5, paraphrase prompt, first choice)
- "VWO (Visual Website Optimizer) and Kameleoon are consistently rated as top choices for this segment in 2026" (Qwen 3.7 Flash, direct prompt, first choice)
- "Kameleoon (France) - GDPR compliant, no personal data collection" (Mistral Small, negative prompt, first choice)

## What the models said about Statsig

- "Proceed with awareness of roadmap ... some product teams have expressed concern over its long-term roadmap" (Gemini 3.5 Flash, negative prompt, soft negative)
- "Major ownership instability ... per-event pricing penalizes experimentation culture" (Kimi K2, negative prompt, soft negative)
- "But require devs (no visual editors), best if you have engineering resources." (Grok 4.1 Fast, budget prompt, soft negative)
- "I'd recommend starting with Statsig if you have technical resources" (GLM 4.7 FlashX, budget prompt, first choice)
- "I'd suggest evaluating Statsig or VWO first" (Kimi K2, scale prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.