Zero of fourteen models named SimpleTexting first on the direct prompt; two named Twilio Programmable Messaging. Both were named by all fourteen models and SimpleTexting carries 25 labels and Twilio Programmable Messaging 42, so the shares are not directly comparable.
Named in two categories this edition.
By Twilio, San Francisco, United States, founded 2008. Named in two 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 SMS and WhatsApp marketing platforms page.
Across every category in the November 2026 Edition, SimpleTexting and Twilio Programmable Messaging were named in the same answer seventy-six times, of the 148 answers naming SimpleTexting and the 247 naming Twilio Programmable Messaging. In those answers Twilio Programmable Messaging took the first choice six times and SimpleTexting fourteen.
| 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 five in this category shown.
“Avoid if your subscriber list is international or if more than a few people need access” Mistral Small · negative prompt · hard negative
“Good for SMB-leaning mid-market but limited for advanced B2B automation or integrations.” Grok 4.20 · direct prompt · soft negative
“I'd recommend starting with SimpleTexting or Brevo as they offer the best balance of affordability and essential features.” MiniMax M2.5 · budget prompt · first choice
“SimpleTexting stands out as the best overall SMS marketing platform for companies with a limited budget” Grok 4.20 · budget prompt · first choice
“Best Overall Value for Monthly Campaigns: SimpleTexting” Gemini 3.5 Flash · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Twilio can have low per-message rates, but it's an API rather than a ready-made marketing dashboard, and carrier and phone-number fees add to the bill.” GPT-6 Luna · budget prompt · soft negative
“The smartest approach for most businesses is a hybrid strategy using platforms like Twilio, Klaviyo, or Omnisend that can orchestrate both channels.” DeepSeek V4 Flash · comparative prompt · first choice
“Developer-first platform with the most flexible APIs for global SMS and WhatsApp messaging. Powerhouse behind many large apps.” Muse Glimmer 30B · comparative prompt · first choice
“Stick to established providers like Twilio, MessageBird, Vonage, or other official Meta Business Partners” Kimi K2 · 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.