Zero of fourteen models named Omnisend first on the direct prompt; zero named Twilio Programmable Messaging. Omnisend was named by twelve of the fourteen models and Twilio Programmable Messaging by fourteen and Omnisend carries 19 labels and Twilio Programmable Messaging 37, so the shares are not directly comparable.
Lithuania, founded 2014. Named in eight 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 mobile marketing and push page.
Across every category in the November 2026 Edition, Omnisend and Twilio Programmable Messaging were named in the same answer fifty-two times, of the 220 answers naming Omnisend and the 247 naming Twilio Programmable Messaging. In those answers Twilio Programmable Messaging took the first choice four times and Omnisend four.
| 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. Three of three in this category shown.
“Avoid if SMS alone is the goal or if you expect SMS to be included in a low-cost plan” Perplexity Sonar · negative prompt · hard negative
“Skip heavy e-commerce platforms like Klaviyo or Omnisend” Grok 4.20 · paraphrase prompt · hard negative
“Need push + SMS out of the box on a tight monthly budget and you want one dashboard: Omnisend Free → Standard $16/mo.” Muse Glimmer 30B · 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.
“Verdict: Avoid for marketing if you lack dev resources; better for custom builds but high frustration risk.” Grok 4.20 · negative prompt · hard negative
“Avoid for marketer-led teams without engineering support. It is developer-centric” Perplexity Sonar · negative prompt · hard negative
“Use with Caution: Powerful but require technical expertise to configure compliantly. Not recommended for non-technical teams.” Qwen 3.7 Flash · negative prompt · soft negative
“Absolute lowest cost (with developer) | FCM + Twilio | Push is 100% free; SMS is raw wholesale cost per message.” Gemini 3.5 Flash · budget 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.