Best transactional email services

We asked 10 models: The best transactional email services for sending app emails such as sign-up confirmations and password resets. 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
88%
Different picks
19

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

4 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. Postal
  10. Pepipost

90% with consensus · 98% self-consistent

GPT-6 Luna

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

85% with consensus · 91% self-consistent

Gemini 4 Argon

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

81% with consensus · 96% self-consistent

Qwen 3.8 Flash

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

72% with consensus · 80% self-consistent

DeepSeek V4 Pro

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

68% with consensus · 89% self-consistent

GLM-5.3

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

76% with consensus · 78% self-consistent

Kimi K3

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

93% with consensus · 83% self-consistent

MiniMax M3

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

93% with consensus · 99% self-consistent

Mistral Large 4

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

92% with consensus · 76% self-consistent

Nemotron 3 Ultra

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

67% with consensus · 86% self-consistent

Who agrees with whom

Overlap between two models' lists, weighted toward the top · 100 means identical · Color runs from 52 (lightest) to 97 (darkest)

Claude Haiku 5.5GPT-6 LunaGemini 4 ArgonQwen 3.8 FlashDeepSeek V4 ProGLM-5.3Kimi K3MiniMax M3Mistral Large 4Nemotron 3 Ultra
Claude Haiku 5.5907881587397878457
GPT-6 Luna908474536892797752
Gemini 4 Argon788461535981747553
Qwen 3.8 Flash817461568680696655
DeepSeek V4 Pro585353566961697197
GLM-5.3736859866976696869
Kimi K3979281806176868560
MiniMax M3877974696969869668
Mistral Large 4847775667168859669
Nemotron 3 Ultra575253559769606869