Reply.io

How often 10 AI models recommend Reply.io, what they say about it, and who they recommend instead, on the 1 buying question where it came up.

Mention rate

83%of all answers on this question

Best standing

#5of 41 on Best sales engagement platforms

Buying questions

1where any model named it

Never named it

0of 10 models

Which models recommend it

Share of each model's answers that named it, at any position · The black tick marks the panel average

1. Claude Haiku 5.5100%
2. GPT-6 Luna100%
3. Gemini 4 Argon100%
4. DeepSeek V4 Pro100%
5. GLM-5.3100%
6. Nemotron 3 Ultra100%
7. Kimi K383%
8. MiniMax M383%
9. Mistral Large 442%
10. Qwen 3.8 Flash25%

Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.

What the models say

Each model's one-line reason for recommending it, from its first answer

Best sales engagement platforms 10

• Claude Haiku 5.5Simple, affordable multichannel outreach with good inbox management for SMB and mid-market teams.
• GPT-6 LunaFlexible multichannel automation supports outbound teams seeking broad channel coverage.
• Gemini 4 ArgonExcellent AI-powered multichannel automation across email, LinkedIn, calls, and WhatsApp for scaling outreach.
• Qwen 3.8 FlashStrong affordable alternative for multichannel SDR automation.
• DeepSeek V4 ProStrong multi-channel automation including LinkedIn, calls, and SMS in one affordable platform.
• GLM-5.3Multichannel outreach (email, calls, LinkedIn) with solid AI personalization.
• Kimi K3Flexible multichannel sequences with strong email deliverability tools for lean teams.
• MiniMax M3Affordable multichannel sequences with AI-powered reply detection.
• Mistral Large 4Solid multichannel prospecting with built-in email finder and deliverability tools.
• Nemotron 3 UltraMultichannel automation with email, LinkedIn, and calls at SMB-friendly pricing.

Against the competition

Each question's products ranked by the share of all answers that named them, Reply.io highlighted.

Best sales engagement platforms

41 products named in 120 answers across 4 wordings

In nearly every answer

Apollo.ioOutreachSalesloft

Contested

1. 4HubSpot87%
2. 5Reply.io83%
3. 6Lemlist60%
4. 7Clari (Groove)55%
5. 8Mixmax47%

Mention rate by model and question

Share of each model's answers on the question that named it · Hover a cell for the count

Question	Claude Haiku 5.5	GPT-6 Luna	Gemini 4 Argon	Qwen 3.8 Flash	DeepSeek V4 Pro	GLM-5.3	Kimi K3	MiniMax M3	Mistral Large 4	Nemotron 3 Ultra
Best sales engagement platforms	100	100	100	25	100	100	83	83	42	100

Does the wording matter?

Share of answers that named it under each way of asking the question · Hover a cell for the exact wording

Question	List request	Buyer asking for advice	Search query	Worth paying for?
Best sales engagement platforms	87	90	73	83

Head to head

Against the products named most often on the same questions

Reply.io vs Apollo.ioReply.io vs OutreachReply.io vs SalesloftReply.io vs HubSpotReply.io vs LemlistReply.io vs Clari (Groove)

Compare with another product

Work on Reply.io? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.