Zero of twelve models named Fathom first on the direct prompt; one named Jiminny. Fathom was named by twelve of the twelve models and Jiminny by eight and Fathom carries 33 labels and Jiminny 22, so the shares are not directly comparable.
Named in five categories 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 twelve 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 conversational intelligence and call recording page.
Across every category in the September 2026 Edition, Fathom and Jiminny were named in the same answer twenty-eight times, of the 150 answers naming Fathom and the 63 naming Jiminny. In those answers Jiminny took the first choice three times and Fathom six.
| 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 |
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. Five of six in this category shown.
“useful as a free note-taker, but the comparison warns it is not a replacement for Gong-level deal risk / revenue intelligence” Perplexity Sonar · negative prompt · soft negative
“Moderate Caution Generally well-regarded but still cloud-based” Kimi K2 · negative prompt · soft negative
“I'd pick Fathom first. It gives you the core value—recording, transcription, summaries, and action items—without the enterprise cost structure” GPT-5.4 mini · budget prompt · first choice
“I'd recommend starting with Fathom (if video meetings are primary) or Coldread (if phone calls are primary)” MiniMax M2.5 · budget prompt · first choice
“the best conversation intelligence and call recording platforms are Fathom and Fireflies.ai” Qwen 3.7 Flash · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“start a trial of Avoma ... or Jiminny (if your primary concern is coaching reps)” Gemini 3.5 Flash · direct prompt · first choice
“That's why Jiminny and Avoma tend to be unusually good fits at this scale” DeepSeek V4 Flash · scale prompt · first choice
“Recommended: Jiminny or Avoma for Mid-Sized B2B Companies” DeepSeek V4 Flash · paraphrase 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.