Eleven of twelve models named Apollo.io first on the direct prompt; zero named UpLead. Both were named by all twelve models and Apollo.io carries 67 labels and UpLead 33, so the shares are not directly comparable.
San Francisco, United States, founded 2015. Named in twenty categories this edition.
Los Angeles, United States, founded 2017. Named in four 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 intelligence and contact data page.
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Apollo’s "single-source" database approach often leads to high bounce rates... shares the same "scraping controversy" as Seamless.ai” Qwen 3.7 Flash · negative prompt · hard negative
“the safest single-tool recommendation is usually Apollo if you want the best balance of coverage, affordability, and built-in sales engagement” Perplexity Sonar · direct prompt · first choice
“the best starting point is usually Apollo.io because it combines a large B2B database with outreach/sequencing features and offers a free tier” Perplexity Sonar · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“UpLead at scale — strong quality, but ~$0.44/contact is expensive compared to Apollo's ~$0.11–$0.16.” DeepSeek V4 Flash · budget prompt · soft negative
“UpLead is the most budget-friendly option for mid-market teams that want data quality assurance without an enterprise contract.” Claude Haiku 4.5 · budget prompt · first choice
“95% accuracy guarantee with credit refunds for bounced emails; transparent pricing” Kimi K2 · negative prompt · first choice
“the best default choice is usually UpLead or Apollo” GPT-5.4 mini · budget prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.