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Conversational intelligence and call recording · October 2026 Edition

Jiminny vs Fathom

One of fourteen models named Jiminny first on the direct prompt; zero named Fathom. Jiminny was named by ten of the fourteen models and Fathom by eleven and Jiminny carries 23 labels and Fathom 27, so the shares are not directly comparable.

Jiminny

accepted challenger

Named in three categories this edition.

Fathom

accepted challenger

Named in six categories this edition.

First-choice share8%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate4%11%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#5A position in a field of 10; printed, not drawn.
Labels2327A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Jiminny reading right to left. Rank and label count are printed, not drawn.Avoma was named alongside these two in twelve of the fourteen direct answers. Avoma vs Jiminny · Avoma vs Fathom · Fireflies.ai vs Jiminny

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 conversational intelligence and call recording page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
JiminnyFirst choices, of fourteen modelsFathom
Direct10
Paraphrase201 against Fathom
Comparative00
Budget-constrained03
Scale-constrained10
Negative001 against Jiminny · 2 against Fathom
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the October 2026 Edition, Jiminny and Fathom were named in the same answer twenty-three times, of the 79 answers naming Jiminny and the 180 naming Fathom. In those answers Fathom took the first choice eight times and Jiminny two.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Jiminny and Fathom stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Jiminny Fathom first choice named as an alternative argued againstblank: not namedEach cell is one answer, Jiminny on the left and Fathom on the right.

The direct prompt

The plain question, one answer per model, grouped by where Jiminny and Fathom stood in it.

Jiminny first, Fathom not the choice

1 of 14 modelsFathom was named in the answer but not as the choice, or not at all.
Gemini 3.5 FlashJiminny alternatives: Avoma, Chorus by ZoomInfo, Gong, Outreach Kaia, Salesloft Conversations

Neither was the first choice, one was named

7 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Avoma alternatives: Jiminny
Perplexity SonarAvoma alternatives: Fathom, HubSpot Sales Hub, Jiminny, Outreach Kaia
Grok 4.1 FastAvoma alternatives: Chorus by ZoomInfo, Clari Copilot, Jiminny
DeepSeek V4 FlashAvoma alternatives: Jiminny
Kimi K2Avoma alternatives: Fathom, Jiminny, tl;dv
GLM 4.7 FlashXAvoma alternatives: Chorus by ZoomInfo, Gong, Jiminny
Muse Glimmer 30BAvoma alternatives: Cirrus Insight, CloudTalk, Fireflies.ai, Jiminny

Neither was named

6 of 14 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniGong alternatives: Chorus by ZoomInfo, Revenue.io, Salesloft Conversations
Mistral SmallAvoma, Insight7 alternatives: Fireflies.ai, Gong, RingEX
Llama 4 MaverickAvoma, Grain
Qwen 3.7 FlashAvoma alternatives: Chorus by ZoomInfo, Gong, ZIG, tl;dv
MiniMax M2.5Gong alternatives: Chorus by ZoomInfo, HubSpot Sales Hub, Insight7, Salesloft Conversations
GPT-6 LunaGong alternatives: Avoma, Clari Copilot, HubSpot's built-in CI

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

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Fathom leads by twenty-nine points.
Fathom29%#2 of 11
Jiminny0%#7 of 11
The full small business standing →
Mid-marketThe figures above
The order flips: Jiminny leads at mid-market.
Jiminny8%#4 of 10
Fathom6%#5 of 10
The full mid-market standing →
Enterprise
Level: the same share of first choices.
Jiminny0%#– of 9
Fathom0%#– of 9
The full enterprise standing →

What the models said about Jiminny

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“Jiminny is noted for being priced out of reach for mid-market sales teams” Mistral Small · negative prompt · soft negative
“Jiminny: The Best Overall for Mid-Market Coaching & Adoption ... Jiminny is the top choice.” Gemini 3.5 Flash · direct prompt · first choice
“Shortlist: Avoma, Jiminny, Chorus (if using ZoomInfo), and Clari Copilot” Kimi K2 · scale prompt · first choice
“Jiminny is the strongest mid-market option.” Gemini 3.5 Flash · paraphrase prompt · first choice

What the models said about Fathom

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.

“not a replacement for CI platforms because it lacks the deal-risk layer, coaching workflow, and forecasting use case” Perplexity Sonar · negative prompt · hard negative
“users report frequent issues with "hallucinated" insights where the AI summarizes a call incorrectly” Qwen 3.7 Flash · negative prompt · soft negative
“Fathom is widely considered the gold standard for teams seeking maximum value with minimal or zero spend.” Gemini 3.5 Flash · budget prompt · first choice
“### 1. Fathom - Best Free Option ... want to start completely free with no usage limits.” GLM 4.7 FlashX · budget prompt · first choice
Also compared

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.