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Data enrichment · November 2026 Edition

Apollo.io vs Clay

Eight of fourteen models named Apollo.io first on the direct prompt; eight named Clay. Apollo.io was named by fourteen of the fourteen models and Clay by thirteen and Apollo.io carries 75 labels and Clay 56, so the shares are not directly comparable.

Apollo.io

endorsed leader

San Francisco, United States, founded 2015. Named in twenty-two categories this edition.

Clay

accepted challenger

Named in eleven categories this edition.

First-choice share63%27%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate17%20%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#2A position in a field of 9; printed, not drawn.
Labels7556A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Apollo.io reading right to left. Rank and label count are printed, not drawn.Cognism was named alongside these two in eleven of the fourteen direct answers. Apollo.io vs HubSpot Breeze Intelligence · Apollo.io vs ZoomInfo · Clay vs HubSpot Breeze Intelligence

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 data enrichment page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Apollo.ioFirst choices, of fourteen modelsClay
Direct88
Paraphrase114
Comparative311 against Clay
Budget-constrained1314 against Clay
Scale-constrained011 against Apollo.io · 1 against Clay
Negative0012 against Apollo.io · 5 against Clay
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.

Across every category in the November 2026 Edition, Apollo.io and Clay were named in the same answer 241 times, of the 1129 answers naming Apollo.io and the 310 naming Clay. In those answers Clay took the first choice seventeen times and Apollo.io 104.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Apollo.io and Clay stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Apollo.io Clay first choice named as an alternative argued againstblank: not namedEach cell is one answer, Apollo.io on the left and Clay on the right.

The direct prompt

The plain question, one answer per model, grouped by where Apollo.io and Clay stood in it.

Both were the first choice

2 of 14 modelsThe answer named them together, and the judge labeled each a first choice.
Mistral SmallApollo.io, Clay alternatives: Cognism, HubSpot Breeze Intelligence
DeepSeek V4 FlashApollo.io, Clay alternatives: Cognism, HubSpot Breeze Intelligence, ZoomInfo

Apollo.io first, Clay an alternative

6 of 14 modelsClay was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Apollo.io alternatives: Cognism, ZoomInfo
GPT-5.4 miniApollo.io alternatives: Cognism, HubSpot Breeze Intelligence, HubSpot-native enrichment, People Data Labs, ZoomInfo
Qwen 3.7 FlashApollo.io alternatives: Clay, Cognism, HubSpot Breeze Intelligence, Kaspr, Lusha
Kimi K2Apollo.io alternatives: Clay, Cognism, UpLead
MiniMax M2.5Apollo.io alternatives: HubSpot Breeze Intelligence, ZoomInfo
Muse Glimmer 30BApollo.io alternatives: Clay, HubSpot Breeze Intelligence, ZoomInfo

Clay first, Apollo.io an alternative

6 of 14 modelsApollo.io was named in the answer but not as the choice, or not at all.
Gemini 3.5 FlashClay alternatives: Apollo.io, Cognism, HubSpot Breeze Intelligence
Perplexity SonarClay alternatives: Apollo.io, Cognism, HubSpot Breeze Intelligence
Grok 4.20Clay alternatives: Apollo.io, Cognism
Llama 4 MaverickClay alternatives: Apollo.io, Cognism, HubSpot Breeze Intelligence, ZoomInfo
GLM 4.7 FlashXClay alternatives: Apollo.io, Cognism, HubSpot Breeze Intelligence, ZoomInfo
GPT-6 LunaClay alternatives: Apollo.io, HubSpot-native enrichment

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
Apollo.io leads by seventy-five points.
Apollo.io81%#1 of 9
Clay5%#2 of 9
The full small business standing →
Mid-marketThe figures above
Apollo.io leads by thirty-five points.
Apollo.io63%#1 of 9
Clay27%#2 of 9
The full mid-market standing →
Enterprise
The order flips: Clay leads at enterprise.
Clay7%#3 of 10
Apollo.io2%#8 of 10
The full enterprise standing →

What the models said about Apollo.io

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

“Widespread reports of inaccurate/outdated contact data ... BBB complaints about unauthorized distribution of personal phone numbers” Grok 4.20 · negative prompt · hard negative
“Users experience data inaccuracy with Apollo.io, leading to unreliable contact information that requires verification.” Muse Glimmer 30B · negative prompt · hard negative
“Apollo.io - Best overall for SMB and agencies, with a large database, built-in email sequences, and a dialer at a published per-seat price.” Llama 4 Maverick · paraphrase prompt · first choice

What the models said about Clay

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

“Avoid ZoomInfo ($15K+/year), Clay ($167–185+/month)” DeepSeek V4 Flash · budget prompt · hard negative
“Avoid enterprise-heavy tools like ZoomInfo ($15K+/yr), Cognism (quote-based, high for non-EU focus), or full Clay setups unless your free tier covers it” Grok 4.20 · budget prompt · soft negative
“it is not a single authoritative database. It chains providers, requiring technical setup, provider management, and careful credit controls.” Perplexity Sonar · negative prompt · soft negative
“If you want flexible AI workflows & multiple data vendors: Choose Clay to aggregate multiple providers using waterfall enrichment.” Gemini 3.5 Flash · comparative prompt · first choice
“Apollo.io or Clay are the best choices due to their balance of cost, coverage, and ease of integration” Mistral Small · paraphrase prompt · first choice
“Clay | Waterfall logic across 150+ providers, programmable workflows, automation depth | From $149/mo” Kimi K2 · scale prompt · first choice
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.