Zero of fourteen models named MXToolbox first on the direct prompt; one named Validity Everest. MXToolbox was named by thirteen of the fourteen models and Validity Everest by twelve and both carry 32 labels, so the shares below are directly comparable.
Named in one category this edition.
Named in one category 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.
Across every category in the November 2026 Edition, MXToolbox and Validity Everest were named in the same answer twenty-eight times, of the 80 answers naming MXToolbox and the 82 naming Validity Everest. In those answers Validity Everest took the first choice ten times and MXToolbox two.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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.
“Blocklist-only monitors such as MXToolbox or Heatwave: a clean result does not mean good deliverability” Perplexity Sonar · negative prompt · soft negative
“basic free blocklist checkers (in isolation) ... Over-reliance can give false confidence.” Grok 4.20 · negative prompt · soft negative
“start with Google Postmaster Tools and MXToolbox, which are both free and cover the most common starting points” Claude Haiku 4.5 · budget prompt · first choice
“Use free tools (Google Postmaster, MXToolbox, Microsoft SNDS) for monitoring” MiniMax M2.5 · negative prompt · first choice
“Start with free tools like MXToolbox and Google Postmaster for diagnostics.” Grok 4.20 · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Unnecessary enterprise tools (Validity Everest, etc.) unless you're at scale.” GLM 4.7 FlashX · budget prompt · hard negative
“High price tag (typically starting at $5,000–$15,000+/year) and demo-first sales cycles, which can be overkill for mid-sized teams.” Gemini 3.5 Flash · direct prompt · soft negative
“rather than paying for an expensive all-in-one suite (like Validity Everest or Inbox Monster, which can cost hundreds per month)” Gemini 3.5 Flash · budget prompt · soft negative
“Validity Everest and Allegrow are the top choices due to their scalability, B2B focus, and comprehensive feature sets” Mistral Small · direct prompt · first choice
“For marketers: Start with GlockApps or Validity Everest for deliverability” Mistral Small · comparative prompt · first choice
“Use a combination: GlockApps or Validity (for placement testing)” Grok 4.20 · negative prompt · first choice
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.