Who AI recommends, and when it changes.
Data as of Apr 11, 2026 · Based on 30 AI answers · A buyer need in Embedding Model APIs and Services. · See how Parse measures this
Recommendation share
sentence-transformers/all-MiniLM-L6-v2 leads at 17% of AI recommendations; Alphabet follows at 13%.
By platform
Platforms disagree: Alphabet leads on Google AI Overviews, sentence-transformers/all-MiniLM-L6-v2 on ChatGPT.
Buyer needs that sit next to this one in the same market.
AI platforms steer buyers toward Cohere and DeepMind Gemma as the premier solutions for multilingual embedding generation due to their robust support for over 100 languages. For users requiring cost-effective open-source alternatives,
sentence-transformers/all-MiniLM-L6-v2 is frequently suggested as a highly efficient, low-latency option.
loses on accuracy vs larger models