Zero of fourteen models named Signitic first on the direct prompt; zero named BulkSignature. Signitic was named by eight of the fourteen models and BulkSignature by seven and Signitic carries 14 labels and BulkSignature 11, so the shares are not 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 signature management page.
Across every category in the November 2026 Edition, Signitic and BulkSignature were named in the same answer eleven times, of the 48 answers naming Signitic and the 29 naming BulkSignature. In those answers BulkSignature took the first choice one time and Signitic one.
| 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.
“rated as "Weak" or "Moderate" for enterprise use, especially in larger organizations” Mistral Small · negative prompt · soft negative
“strong for SMBs but weaker at enterprise scale” Grok 4.20 · comparative prompt · soft negative
“If you need the absolute lowest cost per user, Sigsync or Signitic are your best bets” Claude Haiku 4.5 · budget prompt · first choice
“Cited as a top solution for brand consistency with "Centralized control with campaign banners, full Microsoft 365 and Google Workspace coverage and deep CRM integrations"” Muse Glimmer 30B · direct prompt · alternative
“Signitic is a rising competitor, particularly popular in Europe (and among GDPR-conscious organizations).” Qwen 3.7 Flash · comparative prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Generally rated weaker for mid-to-large organizations” Grok 4.20 · negative prompt · hard negative
“rated as "Weak" or "Moderate" for enterprise use” Mistral Small · negative prompt · soft negative
“The best email signature management tool for a company with a limited budget is BulkSignature” Llama 4 Maverick · budget prompt · first choice
“BulkSignature is recommended for Google-first SMBs (10-40 employees) where budget is the primary driver” Claude Haiku 4.5 · budget prompt · alternative
“BulkSignature at ~$0.88/user/mo billed yearly is the lowest listed managed price” Muse Glimmer 30B · budget prompt · alternative
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.