Best transactional email services (buyer asking for advice)

We asked 10 models: My app needs to send password resets, receipts and notification emails. Which email sending service would you recommend? 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
17

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

2 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. Mailtrap

81% with consensus · 97% self-consistent

GPT-6 Luna

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

91% with consensus · 98% self-consistent

Gemini 4 Argon

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

65% with consensus · 98% self-consistent

Qwen 3.8 Flash

  1. Amazon SES
  2. Postmark
  3. SendGrid
  4. Resend
  5. Mailgun
  6. Brevo
  7. Mandrill
  8. Amazon Pinpoint
  9. SparkPost
  10. Oracle Cloud Infrastructure Email Delivery

93% with consensus · 80% self-consistent

DeepSeek V4 Pro

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

71% with consensus · 85% self-consistent

GLM-5.3

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

75% with consensus · 79% self-consistent

Kimi K3

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

75% with consensus · 78% self-consistent

MiniMax M3

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

76% with consensus · 92% self-consistent

Mistral Large 4

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

63% with consensus · 84% self-consistent

Nemotron 3 Ultra

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

65% with consensus · 89% self-consistent

Who agrees with whom

Overlap between two models' lists, weighted toward the top · 100 means identical · Color runs from 52 (lightest) to 98 (darkest)

Claude Haiku 5.5GPT-6 LunaGemini 4 ArgonQwen 3.8 FlashDeepSeek V4 ProGLM-5.3Kimi K3MiniMax M3Mistral Large 4Nemotron 3 Ultra
Claude Haiku 5.5758076677688756061
GPT-6 Luna756990626881695456
Gemini 4 Argon806964555884585254
Qwen 3.8 Flash769064657078705860
DeepSeek V4 Pro676255659063928690
GLM-5.3766858709067988486
Kimi K3888184786367675657
MiniMax M3756958709298678586
Mistral Large 4605452588684568592
Nemotron 3 Ultra615654609086578692