Best transactional email services (search query)

We asked 10 models: best transactional email service Each named its own top 10.

Asked 4 ways: List request · Buyer asking for advice · Search query · Worth paying for?. Share of voice pools every wording.

Agreement between models
71%
Same model, run twice
84%
Different picks
18

When agreement between models is well below a model's agreement with itself, the split reflects real differences in taste rather than randomness.

The consensus

Each cell is the position that model gave the pick; blank means it left the pick off. Click a row for each model's reasoning.

#PickScoreListed byClaude Haiku 5.5GPT-6 LunaGemini 4 ArgonQwen 3.8 FlashDeepSeek V4 ProGLM-5.3Kimi K3MiniMax M3Mistral Large 4Nemotron 3 Ultra

3 lower-scoring picks are not shown; every ballot below lists them in full.

Most divisive

Picks most models listed, at very different positions

Hot takes

Picks that appear on only one ballot

Every ballot

Hover a pick to find it on the other ballots. Marked picks appear on no other ballot.

Claude Haiku 5.5

  1. Postmark
  2. Amazon SES
  3. SendGrid
  4. Mailgun
  5. Resend
  6. Brevo
  7. Mailjet
  8. SparkPost
  9. Netcore Cloud
  10. Postal

89% with consensus · 93% self-consistent

GPT-6 Luna

  1. Amazon SES
  2. Postmark
  3. SendGrid
  4. Resend
  5. Mailgun
  6. Brevo
  7. SparkPost
  8. Mailjet
  9. SMTP2GO
  10. MailerSend

73% with consensus · 84% self-consistent

Gemini 4 Argon

  1. Postmark
  2. Amazon SES
  3. Resend
  4. Mailgun
  5. SendGrid
  6. Brevo
  7. Mailtrap
  8. SparkPost
  9. MailerSend
  10. Mandrill

81% with consensus · 85% self-consistent

Qwen 3.8 Flash

  1. Postmark
  2. SendGrid
  3. Brevo
  4. Amazon SES
  5. Mailgun
  6. Resend
  7. Mailjet
  8. Mandrill
  9. Emailoctopus
  10. SparkPost

88% with consensus · 74% self-consistent

DeepSeek V4 Pro

  1. SendGrid
  2. Mailgun
  3. Postmark
  4. Amazon SES
  5. SparkPost
  6. Brevo
  7. Mandrill
  8. Resend
  9. SMTP2GO
  10. Mailjet

68% with consensus · 97% self-consistent

GLM-5.3

  1. SendGrid
  2. Amazon SES
  3. Postmark
  4. Mailgun
  5. Mandrill
  6. Resend
  7. Brevo
  8. Mailjet
  9. SparkPost
  10. SMTP2GO

72% with consensus · 74% self-consistent

Kimi K3

  1. Postmark
  2. SendGrid
  3. Amazon SES
  4. Mailgun
  5. Resend
  6. Brevo
  7. SMTP2GO
  8. Mandrill
  9. SparkPost
  10. Mailtrap

97% with consensus · 68% self-consistent

MiniMax M3

  1. Postmark
  2. SendGrid
  3. Mailgun
  4. Amazon SES
  5. Resend
  6. Brevo
  7. SparkPost
  8. Mailjet
  9. Customer.io
  10. Mandrill

94% with consensus · 94% self-consistent

Mistral Large 4

  1. Postmark
  2. SendGrid
  3. Mailgun
  4. Amazon SES
  5. Resend
  6. Mandrill
  7. Brevo
  8. SparkPost
  9. Customer.io
  10. Elastic Email

91% with consensus · 86% self-consistent

Nemotron 3 Ultra

  1. SendGrid
  2. Mailgun
  3. Postmark
  4. Amazon SES
  5. SparkPost
  6. Mandrill
  7. Mailjet
  8. Brevo
  9. Elastic Email
  10. SocketLabs

63% with consensus · 93% self-consistent

Who agrees with whom

Overlap between two models' lists, weighted toward the top · 100 means identical · Color runs from 45 (lightest) to 95 (darkest)

Claude Haiku 5.5GPT-6 LunaGemini 4 ArgonQwen 3.8 FlashDeepSeek V4 ProGLM-5.3Kimi K3MiniMax M3Mistral Large 4Nemotron 3 Ultra
Claude Haiku 5.5798881577087868255
GPT-6 Luna797364576870696452
Gemini 4 Argon887371506281777645
Qwen 3.8 Flash816471626586878560
DeepSeek V4 Pro575750628166707094
GLM-5.3706862658171676980
Kimi K3877081866671909060
MiniMax M3866977877067909567
Mistral Large 4826476857069909568
Nemotron 3 Ultra555245609480606768