Zero of fourteen models named Google Postmaster Tools first on the direct prompt; two named ZeroBounce. Google Postmaster Tools was named by thirteen of the fourteen models and ZeroBounce by thirteen and Google Postmaster Tools carries 34 labels and ZeroBounce 28, so the shares are not directly comparable.
By Google, Mountain View, California, United States, founded 1998. Named in one category this edition.
Named in four categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the email deliverability and testing tools page.
| Model | DirectGP | ParaphraseGP | ComparativeGP | Budget-constrainedGP | Scale-constrainedGP | NegativeGP |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | GP | GP | ||||
| GPT-5.4 mini | GP | |||||
| Gemini 3.5 Flash | GP | GP | ||||
| Perplexity Sonar | GP | GP | GP | GP | GP | |
| Grok 4.20 | GP | GP | GP | |||
| Mistral Small | GP | GP | ||||
| DeepSeek V4 Flash | GP | GP | GP | GP | ||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | GP | GP | ||||
| Kimi K2 | GP | |||||
| GLM 4.7 FlashX | GP | GP | ||||
| MiniMax M2.5 | GP | |||||
| GPT-6 Luna | GP | GP | GP | |||
| Muse Glimmer 30B | GP | GP | GP | GP |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“tools such as Google Postmaster Tools are valuable, but Gmail data can be delayed or unavailable at low volume” Perplexity Sonar · negative prompt · soft negative
“valuable if you send enough to Gmail to get data, but it's not a full inbox placement tester” GPT-5.4 mini · comparative prompt · soft negative
“For maximum budget efficiency, start with Google Postmaster Tools and MXToolbox, which are both free” Claude Haiku 4.5 · budget prompt · first choice
“Best first step for monitoring Gmail delivery, spam reports, authentication, and delivery errors.” GPT-6 Luna · budget prompt · first choice
“If you are starting out, begin with Google Postmaster Tools (free, essential for Gmail data)” Qwen 3.7 Flash · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Address-verification services such as ZeroBounce, Kickbox, or comparable vendors: treat results as risk estimates, not proof of consent” Perplexity Sonar · negative prompt · soft negative
“"Valid" emails bouncing (both soft and hard bounces); precision issues with certain domains” Kimi K2 · negative prompt · soft negative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.