Kameleoon vs GrowthBook
One of twelve models named Kameleoon first on the direct prompt; zero named GrowthBook. Kameleoon was named by twelve of the twelve models and GrowthBook by ten and Kameleoon carries 27 labels and GrowthBook 26, so the shares are not directly comparable.
By Q56318461, Paris, France, founded 2012. Named in one category this edition.
Named in one category this edition.
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; every quote names the model and the prompt it came from. Both figures come from the experimentation and personalization page.
By framing
KameleoonFirst choices, of twelve modelsGrowthBook
Across every category in the September 2026 Edition, Kameleoon and GrowthBook were named in the same answer twenty-nine times, of the 68 answers naming Kameleoon and the 71 naming GrowthBook. In those answers GrowthBook took the first choice three times and Kameleoon two.
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | |||||
| GPT-5.4 mini | | |||||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | |||||
| Grok 4.1 Fast | | | | |||
| Mistral Small | | | | |||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | | | ||||
| Kimi K2 | | | | | | |
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | | |
Kameleoon GrowthBook first choice named as an alternative argued againstblank: not namedEach cell is one answer, Kameleoon on the left and GrowthBook on the right.The direct prompt
Kameleoon first, GrowthBook not the choice
1 of 12 modelsGrowthBook was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
4 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
7 of 12 modelsThe answer made no first choice from these two in this category.Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
GrowthBook2%#7 of 15Kameleoon0%#12 of 15Kameleoon4%#6 of 14GrowthBook2%#8 of 14GrowthBook8%#4 of 11Kameleoon6%#5 of 11What the models said about Kameleoon
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“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 GrowthBook
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“But require devs (no visual editors), best if you have engineering resources.” Grok 4.1 Fast · budget prompt · soft negative
“the best overall choice is usually GrowthBook if you can self-host it, because it is open-source and "completely free"” Perplexity Sonar · budget prompt · first choice
“Open source + data ownership + cost control → GrowthBook” DeepSeek V4 Flash · comparative prompt · first choice
“Engineering-heavy, cost-conscious | $0 (self-hosted) + hosting | Open source, full control” Kimi K2 · scale prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.