Zero of fourteen models named Textedly first on the direct prompt; zero named Twilio. Textedly was named by eleven of the fourteen models and Twilio by fourteen and Textedly carries 14 labels and Twilio 39, so the shares are not directly comparable.
Named in four categories this edition.
San Francisco, United States, founded 2008. Named in four 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.
| 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. Four of five in this category shown.
“Some users have reported: Auto replies being frequently down - Customer service not responding to issues - Difficulty canceling and continued charges” MiniMax M2.5 · negative prompt · hard negative
“Highlighted as the best budget-friendly option, Textedly is ideal for businesses that need to send a high volume of messages at a low cost.” Mistral Small · budget prompt · first choice
“The best SMS marketing platform for a company with a limited budget is Textedly, as it is considered the best budget-friendly option.” Llama 4 Maverick · budget prompt · first choice
“Textedly is the best budget-friendly option for budget-conscious businesses that need high message volume at a low cost.” Claude Haiku 4.5 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Twilio, if you want a ready-made marketing dashboard and have no technical support. It isn’t a “bad” choice; it’s a programmable messaging platform, so it may mean more setup and operational work” GPT-6 Luna · negative prompt · soft negative
“better if you have some technical setup capacity rather than needing an all-in-one easy tool” Perplexity Sonar · budget prompt · soft negative
“route messages through the official WhatsApp Business Cloud API (e.g., Wati, Respond.io, CleverTap, Twilio, Bird, or AiSensy)” Gemini 3.5 Flash · negative prompt · first choice
“If you want the safest general recommendation for a mid-sized B2B company, I'd go with Twilio for both SMS and WhatsApp.” GPT-5.4 mini · paraphrase prompt · first choice
“Established platforms like Twilio, Klaviyo, Attentive, SimpleTexting with clear pricing and compliance features” 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.