Zero of fourteen models named Bland AI first on the direct prompt; zero named Sierra. Bland AI was named by fourteen of the fourteen models and Sierra by seven and Bland AI carries 34 labels and Sierra 11, so the shares are not directly comparable.
Named in one category this edition.
Named in three 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 AI voice agents page.
Across every category in the October 2026 Edition, Bland AI and Sierra were named in the same answer twenty-one times, of the 105 answers naming Bland AI and the 50 naming Sierra. In those answers Sierra took the first choice two times and Bland AI one.
| 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. Six of eight in this category shown.
“Avoid Bland AI if you're not a developer, need reliable support, or care about natural voice quality — the complaints are numerous and consistent.” DeepSeek V4 Flash · negative prompt · hard negative
“Bland AI — Caution Advised - Billing complaints are the dominant theme in reviews” Kimi K2 · negative prompt · hard negative
“Avoid Bland AI unless you have dedicated engineering resources” Kimi K2 · direct prompt · hard negative
“Shortlist 3-5: From recent reviews—Bland AI (scalable/high-volume)” Grok 4.1 Fast · scale prompt · first choice
“Need maximum security/compliance? → Bland AI” Kimi K2 · comparative prompt · first choice
“I'd start with Bland for the cheapest test” GPT-5.4 mini · 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.
“Why avoid: Not suitable for mid-market buyers or those with under 100 concurrent calls.” Mistral Small · negative prompt · hard negative
“Sierra - if you have under 100 concurrent calls, no dedicated operations team, or if your budget is under $50,000 annually.” Llama 4 Maverick · negative prompt · soft negative
“Not recommended for mid-sized B2B companies unless you have a massive support volume and a large budget.” DeepSeek V4 Flash · paraphrase prompt · soft negative
“1. Sierra (Best Overall for Mid-Market B2B)” Claude Haiku 4.5 · paraphrase prompt · first choice
“Choose Sierra if you are a large enterprise brand looking for a premium, omnichannel solution” GLM 4.7 FlashX · comparative prompt · alternative
“Sierra AI is best for maximum brand governance and tone control” Claude Haiku 4.5 · comparative 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.