Eleven of fourteen models named Insycle first on the direct prompt; zero named ZoomInfo. Insycle was named by fourteen of the fourteen models and ZoomInfo by nine and Insycle carries 58 labels and ZoomInfo 15, so the shares are not directly comparable.
Named in one category 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.
| 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 |
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. Five of six in this category shown.
“High cost for large accounts — Pricing scales poorly; users report it becomes very expensive” DeepSeek V4 Flash · negative prompt · soft negative
“rather than enterprise tools like DemandTools or Insycle” Muse Glimmer 30B · budget prompt · soft negative
“Insycle is a mature, rules-based tool for HubSpot and Salesforce data quality (dedupe, standardize, bulk operations).” Claude Haiku 4.5 · comparative prompt · first choice
“Insycle stands out as the best overall CRM data quality and deduplication tool for a mid-market B2B company” Grok 4.20 · direct prompt · first choice
“the recommended CRM data cleansing tool for a mid-sized B2B company is Insycle, as it is the clear leader” Llama 4 Maverick · paraphrase prompt · first choice
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.