Zero of fourteen models named Click2Mail first on the direct prompt; one named Lob. Click2Mail was named by twelve of the fourteen models and Lob by fourteen and Click2Mail carries 26 labels and Lob 57, so the shares are not directly comparable.
Named in two categories this edition.
Named in three 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 print page.
Across every category in the November 2026 Edition, Click2Mail and Lob were named in the same answer seventy-four times, of the 106 answers naming Click2Mail and the 330 naming Lob. In those answers Lob took the first choice twelve times and Click2Mail nine.
| 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. Six of seven in this category shown.
“Avoid: Click2Mail (Poor Trustpilot rating, inconsistent support, unclear delivery status).” GLM 4.7 FlashX · negative prompt · hard negative
“Avoid if you need seamless CRM triggers or fast turnaround.” Grok 4.20 · negative prompt · hard negative
“makes this a platform to approach with significant caution” DeepSeek V4 Flash · negative prompt · hard negative
“The best direct mail automation platform for a company with a limited budget is Click2Mail, which is available at $0/mo.” Llama 4 Maverick · budget prompt · first choice
“For a company with a limited budget, Click2Mail stands out as the best direct mail automation platform.” Grok 4.20 · budget prompt · first choice
“For a company with a limited budget, Click2Mail is the best default choice.” Perplexity Sonar · budget 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.
“Lob - is not recommended for teams that are not technical, need global reach, or are budget-sensitive.” Llama 4 Maverick · negative prompt · hard negative
“It is best avoided if you are not technical, need global reach, or are budget-sensitive.” Mistral Small · negative prompt · hard negative
“Lob — scrutinize total cost and ease of use. G2 reviewers report that costs can become steep at higher volumes, billing can be confusing” GPT-6 Luna · negative prompt · soft negative
“Ranked first by Lister for "teams managing complex direct mail at scale, and uses intelligent routing to speed up delivery and reduce costs."” Muse Glimmer 30B · comparative prompt · first choice
“Tops many lists for API-driven scale, intelligent routing (faster/cheaper delivery), nationwide print network, and address verification.” Grok 4.20 · negative prompt · first choice
“If you have a developer team and need programmatic/transactional mail: Choose Lob or PostGrid for their API maturity and scale.” Gemini 3.5 Flash · comparative 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.