Cleanlist vs ZoomInfo
Two of fourteen models named Cleanlist first on the direct prompt; zero named ZoomInfo. Cleanlist was named by eight of the fourteen models and ZoomInfo by nine and Cleanlist carries 11 labels and ZoomInfo 15, so the shares are not directly comparable.
Named in three categories this edition.
Vancouver, Washington, United States, founded 2000. Named in fifteen categories this edition.
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 CRM data quality and deduplication page.
By framing
CleanlistFirst choices, of fourteen modelsZoomInfo
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 4.20 | | | ||||
| 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 |
Cleanlist ZoomInfo first choice named as an alternative argued againstblank: not namedEach cell is one answer, Cleanlist on the left and ZoomInfo on the right.The direct prompt
Cleanlist first, ZoomInfo not the choice
2 of 14 modelsZoomInfo was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
10 of 14 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
Cleanlist0%#– of 11ZoomInfo0%#– of 11ZoomInfo2%#9 of 11Cleanlist—not namedWhat the models said about Cleanlist
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“The best CRM data quality and deduplication tool for a mid-market B2B company is Cleanlist” Llama 4 Maverick · direct prompt · first choice
“Verdict: Best Overall for Mid-Market” Qwen 3.7 Flash · direct prompt · first choice
“If you already use Cleanlist for enrichment and want bundled hygiene, Cleanlist AI simplifies your stack.” GLM 4.7 FlashX · direct prompt · alternative
What the models said about ZoomInfo
No label in this category carried a quote.
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.