One of fourteen models named Plivo first on the direct prompt; zero named MessageBird. Plivo was named by fourteen of the fourteen models and MessageBird by eight and Plivo carries 54 labels and MessageBird 17, 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 communications apis page.
Across every category in the November 2026 Edition, Plivo and MessageBird were named in the same answer thirty-seven times, of the 142 answers naming Plivo and the 43 naming MessageBird. In those answers MessageBird took the first choice zero times and Plivo two.
| 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 | ME | |||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ME | |||||
| 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. Six of seven in this category shown.
“Plivo and SMS.to are the platforms with the most consistently negative feedback in my research — exercise strong caution.” DeepSeek V4 Flash · negative prompt · hard negative
“Poor support quality: Trustpilot reviews (1.2/5 stars) mention AI support that can't help... Reliability issues” MiniMax M2.5 · negative prompt · hard negative
“Plivo (The "Price vs. Support" Trap)... Trustpilot reviews are exceptionally poor (frequently below 2 stars)” Qwen 3.7 Flash · negative prompt · hard negative
“If you're already sending thousands of messages monthly, switch to Plivo for significant savings.” Kimi K2 · budget prompt · first choice
“or Plivo for developer-friendly pricing + $10 free credits and no per-authentication fee” Muse Glimmer 30B · budget prompt · first choice
“starting with Telnyx or Plivo for SMS/voice and SendGrid for email gives the best value” MiniMax M2.5 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Strongest "avoid" signals in multiple AI-driven analyses and reviews.” Grok 4.20 · negative prompt · hard negative
“Avoid: CheapGlobalSMS, 1s2u.com, Bhash Sms, and MessageBird” GLM 4.7 FlashX · negative prompt · hard negative
“If using aggregators like Twilio or MessageBird, ensure you have a backup channel” Qwen 3.7 Flash · negative prompt · soft negative
“MessageBird ⭐ Best Overall for Budget” GLM 4.7 FlashX · budget prompt · first choice
“Vonage or MessageBird may be better choices if you prioritize ease of implementation” GLM 4.7 FlashX · direct prompt · alternative
“consider evaluating alternatives like Telnyx, MessageBird, Plivo, or Bandwidth” Mistral Small · negative 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.