accepted challengerNamed in six categories this edition.
criticized challengerVancouver, Washington, United States, founded 2000. Named in eighteen categories this edition.
First-choice share4%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%56%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#7A position in a field of 10; printed, not drawn.
Labels2052A count; the two differ.
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 data enrichment page.
By framing
How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
CleanlistFirst choices, of twelve modelsZoomInfo
Direct208 against ZoomInfo
Paraphrase013 against ZoomInfo
Comparative122 against ZoomInfo
Budget-constrained003 against ZoomInfo
Scale-constrained003 against ZoomInfo
Negative0010 against ZoomInfo
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.
The direct prompt
The plain question, one answer per model, grouped by where Cleanlist and ZoomInfo stood in it.
Cleanlist first, ZoomInfo an alternative
2 of 12 modelsZoomInfo was named in the answer but not as the choice, or not at all.DeepSeek V4 FlashCleanlist alternatives: Apollo.io, Clay, Snov.io, UpLead
MiniMax M2.5Apollo.io, Cleanlist alternatives: Amplemarket, Cognism, ZoomInfo
Neither was the first choice, one was named
4 of 12 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarApollo.io alternatives: Clay, Cognism, UpLead, ZoomInfo
xAIGrok 4.1 FastApollo.io alternatives: Clay, Cleanlist, UpLead
Mistral SmallApollo.io alternatives: Cleanlist, UpLead
Kimi K2Apollo.io alternatives: Cleanlist, Cognism, UpLead
Neither was named
6 of 12 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Amplemarket, Apollo.io, Cognism
GPT-5.4 miniApollo.io alternatives: Clearbit/HubSpot-native enrichment, Cognism
Gemini 3.5 FlashApollo.io, Clay alternatives: Cognism, HubSpot Breeze Intelligence
Llama 4 Maverickno first choice
Qwen 3.7 FlashApollo.io alternatives: Cognism, HubSpot Breeze Intelligence, UpLead
Z.AIGLM 4.7 FlashXApollo.io alternatives: Clay, Cognism, Lusha, UpLead
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.
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.