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Sales coaching and training · September 2026 Edition

SalesHood vs Fathom

Six of twelve models named SalesHood first on the direct prompt; zero named Fathom. SalesHood was named by twelve of the twelve models and Fathom by eight and SalesHood carries 38 labels and Fathom 12, so the shares are not directly comparable.

SalesHood

accepted challenger

Named in two categories this edition.

Fathom

accepted challenger

Named in five categories this edition.

First-choice share27%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate3%8%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#8A position in a field of 17; printed, not drawn.
Labels3812A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, SalesHood reading right to left. Rank and label count are printed, not drawn.SalesHood vs Gong · SalesHood vs MindTickle · SalesHood vs 360Learning

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 sales coaching and training page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
SalesHoodFirst choices, of twelve modelsFathom
Direct60
Paraphrase80
Comparative00
Budget-constrained02
Scale-constrained00
Negative001 against SalesHood · 1 against Fathom
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

Every model, every framing

The seventy-two answers behind the chart above, one cell each: where SalesHood 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
SalesHood Fathom first choice named as an alternative argued againstblank: not namedEach cell is one answer, SalesHood on the left and Fathom on the right.

The direct prompt

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

SalesHood first, Fathom not the choice

6 of 12 modelsFathom was named in the answer but not as the choice, or not at all.
Gemini 3.5 FlashAvoma, SalesHood alternatives: Allego, Chorus by ZoomInfo, Jiminny, PitchMonster, Second Nature
Grok 4.1 FastSalesHood alternatives: Allego, Gong, MindTickle
Mistral SmallSalesHood alternatives: Convo, Dock, Spekit
DeepSeek V4 FlashSalesHood alternatives: Avoma, Salesloft
Kimi K2SalesHood alternatives: 360Learning, Allego, Chorus by ZoomInfo, Clari Copilot
GLM 4.7 FlashXSalesHood alternatives: Allego, Learn:Up

Neither was the first choice, one was named

5 of 12 modelsThe answer put something else first and named one of the two as an alternative.
GPT-5.4 miniMindTickle alternatives: Allego, Gong, SalesHood, Second Nature
Perplexity SonarMindTickle alternatives: Gong, Highspot, Jiminny, SalesHood
Llama 4 MaverickRichardson Sales Performance, Sandler Training alternatives: Convo, Dock, SalesHood, Spekit
Qwen 3.7 FlashGong alternatives: Clari Copilot, HubSpot Sales Hub, SalesHood, Spekit
MiniMax M2.5PitchMonster alternatives: 360Learning, Gong, SalesHood, Salesloft

Neither was named

1 of 12 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Avoma alternatives: Challenger, Chorus by ZoomInfo, Gong, MindTickle

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 four points.
Fathom13%#2 of 18
SalesHood9%#3 of 18
The full small business standing →
Mid-marketThe figures above
The order flips: SalesHood leads at mid-market.
SalesHood27%#1 of 17
Fathom4%#8 of 17
The full mid-market standing →
Enterprise
SalesHood leads by four points.
SalesHood4%#5 of 12
Fathom0%#– of 12
The full enterprise standing →

What the models said about SalesHood

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

“Search and navigation issues: High-volume content libraries become hard to search” Kimi K2 · negative prompt · soft negative
“For most mid-market B2B companies, SalesHood offers the best combination of coaching depth, training capabilities, buyer engagement, and transparent pricing.” Mistral Small · direct prompt · first choice
“a highly adoptable, integrated combination like SalesHood (for training/onboarding) paired with Avoma (for call coaching) delivers the highest ROI” Gemini 3.5 Flash · direct prompt · first choice
“I'd recommend starting with either SalesHood (if you want comprehensive full-stack capabilities) or Spekit” MiniMax M2.5 · 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. One of one in this category shown.

“AI-generated meeting summaries are sometimes criticized for missing critical context or nuance” Qwen 3.7 Flash · negative prompt · soft negative
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.