Two of fourteen models named ZeroBounce first on the direct prompt; one named Validity Everest. ZeroBounce was named by thirteen of the fourteen models and Validity Everest by twelve and ZeroBounce carries 28 labels and Validity Everest 32, so the shares are not directly comparable.
Named in four categories 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, ZeroBounce and Validity Everest were named in the same answer thirty-five times, of the 273 answers naming ZeroBounce and the 82 naming Validity Everest. In those answers Validity Everest took the first choice fifteen times and ZeroBounce 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. 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
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.