Revenue intelligence and forecasting · November 2026 Edition
Avoma vs Weflow
Zero of fourteen models named Avoma first on the direct prompt; one named Weflow. Avoma was named by twelve of the fourteen models and Weflow by seven and Avoma carries 28 labels and Weflow 12, so the shares are not directly comparable.
Named in four categories this edition.
Named in two categories this edition.
First-choice share11%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate7%8%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#6A position in a field of 16; printed, not drawn.
Labels2812A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Avoma reading right to left. Rank and label count are printed, not drawn.Gong Revenue Intelligence Platform was named alongside these two in eleven of the fourteen direct answers. Clari Copilot vs Avoma · Clari Copilot vs Weflow · HubSpot Sales Hub vs Avoma
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 revenue intelligence and forecasting page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
AvomaFirst choices, of fourteen modelsWeflow
Direct01
Paraphrase01
Comparative00
Budget-constrained60
Scale-constrained00
Negative102 against Avoma · 1 against Weflow
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.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Avoma and Weflow stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | |||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | | | | |||
| Perplexity Sonar | | | | |||
| Grok 4.20 | | | | |||
| 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 | |
Avoma Weflow first choice named as an alternative argued againstblank: not namedEach cell is one answer, Avoma on the left and Weflow on the right.The direct prompt
The plain question, one answer per model, grouped by where Avoma and Weflow stood in it.
Weflow first, Avoma not the choice
1 of 14 modelsAvoma was named in the answer but not as the choice, or not at all.GPT-6 LunaWeflow alternatives: Clari Copilot, Gong Revenue Intelligence Platform, HubSpot Sales Hub
Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashClari Copilot, Gong Revenue Intelligence Platform alternatives: BoostUp, HubSpot Sales Hub, Weflow
Perplexity SonarHubSpot Sales Hub alternatives: Aleph, Clari Copilot, Cube, Datarails, Weflow
Grok 4.20Clari Copilot alternatives: Avoma, Gong Revenue Intelligence Platform, HubSpot Sales Hub, Revenue Grid
Neither was named
10 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Terret alternatives: Chorus by ZoomInfo, HubSpot Sales Hub, Oliv, Revenue Grid
GPT-5.4 miniClari Copilot alternatives: Gong Revenue Intelligence Platform, Salesforce Revenue Intelligence
Mistral SmallAviso, Revenue.io alternatives: Aleph, Clari Forecast, Forecastio, Gong Forecast
DeepSeek V4 FlashBoostUp alternatives: Aviso, Gong Revenue Intelligence Platform, HubSpot Sales Hub
Llama 4 MaverickHubSpot Sales Hub alternatives: Gong Revenue Intelligence Platform, Outreach, Planful, Salesforce Revenue Intelligence
Qwen 3.7 FlashGong Revenue Intelligence Platform alternatives: Aleph, Clari Copilot, Terret.ai
Kimi K2Clari Copilot alternatives: Aviso, Gong Revenue Intelligence Platform, HubSpot Sales Hub, Oliv
GLM 4.7 FlashXClari Copilot alternatives: Gong Revenue Intelligence Platform, InsightSquared
MiniMax M2.5HubSpot Sales Hub alternatives: Aviso, Gong Revenue Intelligence Platform, Outreach, Salesloft with Clari Forecast
Muse Glimmer 30BClari Copilot, Gong Revenue Intelligence Platform alternatives: Aviso, HubSpot Sales Hub, Salesforce Revenue Intelligence
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
Avoma leads by twenty-three points.
Avoma25%#2 of 13Weflow2%#5 of 13Mid-marketThe figures above
Enterprise
What the models said about Avoma
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“not ranked among the top platforms. Its features and integration capabilities may not be as robust” Mistral Small · negative prompt · soft negative
“Avoma — cautious if you need forecasting ... scales poorly beyond 50 reps” DeepSeek V4 Flash · negative prompt · soft negative
What the models said about Weflow
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“it is not highlighted as a top choice. Its suitability and performance may vary” Mistral Small · negative prompt · soft negative
“If you're on Salesforce and want a dedicated, AI-powered forecasting layer, choose Weflow.” Mistral Small · paraphrase prompt · first choice
“My default pick for a mid-market B2B company is Weflow—if you run Salesforce.” GPT-6 Luna · direct prompt · first choice
“Weflow's Deal Intelligence & Forecasting is listed at $39/user/month, billed annually, with a 10-user minimum” GPT-6 Luna · budget prompt · alternative
Also compared
Clari Copilot vs AvomaClari Copilot vs WeflowHubSpot Sales Hub vs AvomaHubSpot Sales Hub vs WeflowAvoma vs Gong Revenue Intelligence PlatformAvoma vs AvisoAvoma vs PipedriveAvoma vs Revenue GridGong Revenue Intelligence Platform vs WeflowAviso vs WeflowWeflow vs PipedriveWeflow vs Revenue GridAll twenty-eight head-to-head pages and the full revenue intel standing
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.