Plivo vs Bandwidth
One of fourteen models named Plivo first on the direct prompt; zero named Bandwidth. Both were named by all fourteen models and Plivo carries 54 labels and Bandwidth 38, 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.
By framing
PlivoFirst choices, of fourteen modelsBandwidth
Across every category in the November 2026 Edition, Plivo and Bandwidth were named in the same answer sixty-six times, of the 142 answers naming Plivo and the 99 naming Bandwidth. In those answers Bandwidth took the first choice two times and Plivo nine.
Every model, every framing
| 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 | | | |
Plivo Bandwidth first choice named as an alternative argued againstblank: not namedEach cell is one answer, Plivo on the left and Bandwidth on the right.The direct prompt
Plivo first, Bandwidth not the choice
1 of 14 modelsBandwidth was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
9 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Plivo19%#3 of 10Bandwidth0%#8 of 10Bandwidth6%#3 of 9Plivo0%#8 of 9What the models said about Plivo
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
What the models said about Bandwidth
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Minimum monthly commitments ($2.5K+) make it unsuitable for very limited budgets.” Grok 4.20 · budget prompt · soft negative
“Limited international reach: Better suited for US-focused applications” MiniMax M2.5 · negative prompt · soft negative
“If I had to pick one for a typical mid-sized B2B company, I'd lean Bandwidth for voice + SMS” GPT-5.4 mini · paraphrase prompt · first choice
“strong if you care a lot about US communications quality, support, and simpler SMS/MMS/RCS/voice APIs” GPT-5.4 mini · direct prompt · alternative
“If you are US-centric and voice-heavy with a focus on cost: Evaluate Telnyx or Bandwidth.” Muse Glimmer 30B · paraphrase 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.