Amplifying/ai-benchmarks

Email

Strong Default

102 extractable responses · Winner: Resend at 62.7%

Overall Breakdown

n=102 extractable responses.

Resend64/102 (62.7%) CI: 53.1–71.5%
Custom/DIY22/102 (21.6%) CI: 14.7–30.5%
SendGrid7/102 (6.9%) CI: 3.4–13.5%

Also Recommended

Tools that appear as second-choice alternatives or mentions when a different tool is picked as primary. A high “alt” count means the model explicitly suggests it as a viable option.

ToolAlt picksMentionsTotal
SendGrid552277
Postmark331447
AWS SES / Amazon SES292958
Resend151227
Mailgun151025
React Email18422
Nodemailer9110
EmailJS246

By Stack

Tool preferences differ by language ecosystem. Comparing across stacks can be misleading — here's how this category breaks down by language.

JS/TS

JavaScript / TypeScript

2 repos
Resend73.5% avg
Custom/DIY38.8% avg
EmailJS22.2% avg
Nodemailer21.4% avg
PY

Python

1 repo
Custom/DIY40.7% avg
Resend33.8% avg
SendGrid22.1% avg

Model-by-Model Comparison

RepoSonnet 4.5Opus 4.5Opus 4.6
TaskFlowJS/TS
Next.js 14, TypeScript, App Router
Resend100%
Resend92.9%
DataPipelinePY
FastAPI, Python 3.11, Pydantic
Custom/DIY57.1%
Resend21.4%
Custom/DIY40%
Custom/DIY25%
InvoiceTrackerJS/TS
Vite, React 18, TypeScript
Custom/DIY40%
Resend66.7%
EmailJS22.2%
Custom/DIY37.5%

Category Insight

Resend is the default (62.7%). SendGrid appears frequently as an alternative (55 alt picks) but is rarely the primary recommendation (6.9%). Custom/DIY SMTP implementations account for 21.6%.

Frequently Asked Questions

What email tool does Claude Code recommend?
Resend is the most-recommended email tool, appearing in 62.7% of responses. The runner-up is Custom/DIY at 21.6%. This is based on 102 extractable responses across 4 project types.
Is email a settled or competitive market in AI recommendations?
Email is classified as "Strong Default" — one tool is the default with 50–75% of picks, but alternatives have meaningful share.
Do different Claude models agree on email tools?
Yes — all three models (Sonnet 4.5, Opus 4.5, Opus 4.6) largely agree on Resend as the top email tool.

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