Eight of fourteen models named Insycle first on the direct prompt; three named Cleanlist. Insycle was named by fourteen of the fourteen models and Cleanlist by ten and Insycle carries 47 labels and Cleanlist 28, so the shares are not directly comparable.
Named in two categories this edition.
Named in three 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.
Across every category in the October 2026 Edition, Insycle and Cleanlist were named in the same answer thirty-eight times, of the 125 answers naming Insycle and the 99 naming Cleanlist. In those answers Cleanlist took the first choice seven times and Insycle sixteen.
| 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. Six of eight in this category shown.
“Don't buy Insycle (~$100/mo) ... unless you have large Salesforce databases” DeepSeek V4 Flash · budget prompt · hard negative
“tools like Insycle, Zapier, and Clearbit solve parts of the problem but demand heavy upkeep” Muse Glimmer 30B · negative prompt · soft negative
“High cost relative to feature set ... Inconsistent accuracy reported by multiple users” Qwen 3.7 Flash · negative prompt · soft negative
“A broad CRM-maintenance layer: deduplication, bulk cleanup and standardization... Useful when you want repeatable data operations across more than one CRM.” GPT-6 Luna · comparative prompt · first choice
“Most accessible and affordable option; works across multiple CRMs... Insycle offers the most capability per dollar” Kimi K2 · comparative prompt · first choice
“look at cloud-native, user-friendly tools like Cloudingo, Insycle, or DataGroomr” Gemini 3.5 Flash · negative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Cleanlist stands out as the best overall solution due to its affordability, ease of use, and comprehensive feature set” Mistral Small · direct prompt · first choice
“the best data quality tools for RevOps and CRM teams in 2026 are Cleanlist for verified enrichment and cleansing” Muse Glimmer 30B · comparative prompt · first choice
“The best CRM data quality and deduplication tool for a mid-market B2B company is Cleanlist” Llama 4 Maverick · direct prompt · first choice
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.