Zero of fourteen models named Signitic first on the direct prompt; two named CodeTwo Email Signatures 365. Signitic was named by twelve of the fourteen models and CodeTwo Email Signatures 365 by fourteen and Signitic carries 24 labels and CodeTwo Email Signatures 365 54, 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 October 2026 Edition, Signitic and CodeTwo Email Signatures 365 were named in the same answer thirty-one times, of the 60 answers naming Signitic and the 155 naming CodeTwo Email Signatures 365. In those answers CodeTwo Email Signatures 365 took the first choice seven times and Signitic seven.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| 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. Three of four in this category shown.
“Top Recommendation: Signitic ... This is the strongest choice for a company on a limited budget.” DeepSeek V4 Flash · budget prompt · first choice
“Signitic stands out as the best email signature management tool for a company with a limited budget.” Grok 4.1 Fast · budget prompt · first choice
“The best email signature management tool for a company with a limited budget is Signitic” Llama 4 Maverick · 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.
“CodeTwo Email Signatures 365 - Outlook Integration Issues: Signatures sometimes not displaying immediately or old signatures persisting unexpectedly” GLM 4.7 FlashX · negative prompt · hard negative
“Lacks SCIM ... These gaps make it unsuitable for regulated industries” Mistral Small · negative prompt · hard negative
“Tools like CodeTwo and Exclaimer sometimes face complaints about Outlook rendering inconsistencies, slow syncing, or steep learning curves” Grok 4.1 Fast · negative prompt · soft negative
“If your company is Microsoft 365‑only and IT prefers to manage governance centrally, CodeTwo Email Signatures 365 is the best choice.” GLM 4.7 FlashX · paraphrase prompt · first choice
“If your B2B organization runs entirely on Microsoft 365 and Outlook, CodeTwo is widely considered the gold standard.” Gemini 3.5 Flash · direct prompt · first choice
“centralized, server-side platforms like Exclaimer, CodeTwo, and Letsignit as the safer class of tools” Perplexity Sonar · 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.