WhatConverts vs Nimbata
One of fourteen models named WhatConverts first on the direct prompt; zero named Nimbata. WhatConverts was named by thirteen of the fourteen models and Nimbata by eight and WhatConverts carries 40 labels and Nimbata 15, so the shares are not directly comparable.
Named in two categories 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 call tracking platforms page.
By framing
WhatConvertsFirst choices, of fourteen modelsNimbata
Across every category in the October 2026 Edition, WhatConverts and Nimbata were named in the same answer thirty times, of the 101 answers naming WhatConverts and the 41 naming Nimbata. In those answers Nimbata took the first choice two times and WhatConverts six.
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 4.1 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 | | |
WhatConverts Nimbata first choice named as an alternative argued againstblank: not namedEach cell is one answer, WhatConverts on the left and Nimbata on the right.The direct prompt
WhatConverts first, Nimbata not the choice
1 of 14 modelsNimbata was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
8 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
WhatConverts8%#2 of 9Nimbata4%#4 of 9WhatConverts7%#3 of 9Nimbata4%#6 of 9WhatConverts0%#7 of 7Nimbata0%#– of 7What the models said about WhatConverts
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“I'd recommend starting with WhatConverts at $30/month or Nimbata at $35/month” Kimi K2 · budget prompt · first choice
“Small businesses: CallRail or WhatConverts (good balance of features and cost)” MiniMax M2.5 · comparative prompt · first choice
“WhatConverts — simpler pricing, strong multi-channel attribution” Kimi K2 · negative prompt · first choice
What the models said about Nimbata
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“I'd recommend starting with WhatConverts at $30/month or Nimbata at $35/month” Kimi K2 · budget prompt · first choice
“Top Recommendation: Nimbata (Best Overall for Tight Budgets)” DeepSeek V4 Flash · budget prompt · first choice
“a great option for small businesses that want call tracking that's easy and affordable” Claude Haiku 4.5 · budget 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.