ClayvsLemlist

How 10 AI models weigh Clay against Lemlist on the 1 buying question where both came up.

Clay
4%of answers named it
Lemlist
60%of answers named it
Placed higher
1–23times Clay vs Lemlist, over 24 model rankings that listed either
Models leaning
1–8toward Clay vs Lemlist; 1 even

Which models prefer which

Share of each model's answers that named each product, and how often its ranking put one above the other (a product listed beats one left off) · On the 1 shared question, every wording

ModelClayLemlistPlaced higherLeans
Claude Haiku 5.50%100%0–4Lemlist
GPT-6 Luna0%58%0–1Lemlist
Gemini 4 Argon0%92%0–4Lemlist
Qwen 3.8 Flash8%67%0–3Lemlist
DeepSeek V4 Pro8%100%0–4Lemlist
GLM-5.38%92%0–4Lemlist
Kimi K30%67%0–2Lemlist
MiniMax M317%0%1–0Clay
Mistral Large 40%0%0–0Even
Nemotron 3 Ultra0%25%0–1Lemlist

What the models say about Clay

One reason per model, from the shared questions

  • GLM-5.3Best data enrichment and personalized prospecting, powerful workflow engine.
  • MiniMax M3Best data-enrichment and AI-personalized outbound workflows available.

What the models say about Lemlist

One reason per model, from the shared questions

  • Claude Haiku 5.5Personalization features like images and videos make cold email campaigns stand out.
  • GPT-6 LunaPersonalized email sequences and multichannel outreach are useful for lean prospecting teams.
  • Gemini 4 ArgonIndustry leader in hyper-personalized cold email, custom image variables, and automated LinkedIn outreach.
  • Qwen 3.8 FlashCreative multi-channel sequences with standout image and video personalization.
  • DeepSeek V4 ProUnique email personalization with dynamic images and warm-up, great for creative outreach.
  • GLM-5.3Leading cold personalization and warm-up deliverability for SMB teams.
  • Kimi K3Excellent email personalization and deliverability tools; easy for small teams.

Tracked since October 25, 2026. Each time the panel answers these questions again, both shares are added here.

Question by question

Share of all answers that named each, every wording pooled, with its place among every product named · Both-named questions first

QuestionClayLemlist
Best sales engagement platforms4% #2260% #6