Avoma vs Fathom
Two of twelve models named Avoma first on the direct prompt; zero named Fathom. Avoma was named by seven of the twelve models and Fathom by eight and both carry 12 labels, so the shares below are directly comparable.
Named in five categories this edition.
Named in five 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 sales coaching and training page.
By framing
AvomaFirst choices, of twelve modelsFathom
Across every category in the September 2026 Edition, Avoma and Fathom were named in the same answer ninety-five times, of the 239 answers naming Avoma and the 150 naming Fathom. In those answers Fathom took the first choice twenty-nine times and Avoma sixteen.
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 | |
Avoma Fathom first choice named as an alternative argued againstblank: not namedEach cell is one answer, Avoma on the left and Fathom on the right.The direct prompt
Avoma first, Fathom not the choice
2 of 12 modelsFathom was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
1 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
9 of 12 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
Avoma4%#6 of 17Fathom4%#8 of 17Avoma0%#– of 12Fathom0%#– of 12What the models said about Avoma
No label in this category carried a quote.
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
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.