Zero of twelve models named Dedupely first on the direct prompt; zero named Cloudingo. Dedupely was named by nine of the twelve models and Cloudingo by eleven and Dedupely carries 23 labels and Cloudingo 31, so the shares are not directly comparable.
Named in one category this edition.
Named in one category 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 CRM data quality and deduplication page.
Across every category in the September 2026 Edition, Dedupely and Cloudingo were named in the same answer twenty-three times, of the 59 answers naming Dedupely and the 73 naming Cloudingo. In those answers Cloudingo took the first choice two times and Dedupely two.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
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.
“Review summaries for tools like Dedupely explicitly note that they're mainly focused on deduplication and may not cover advanced data management needs” GPT-5.4 mini · negative prompt · soft negative
“Good for ease of use, but less comprehensive for broader data quality workflows.” GPT-5.4 mini · direct prompt · soft negative
“This tool stands out for budget-limited companies: it has a free tier available with paid plans starting from $49/month.” Claude Haiku 4.5 · budget prompt · first choice
“If your budget is extremely tight and your only problem is duplicates in a single CRM, choose Dedupely.” Perplexity Sonar · budget prompt · first choice
“Dedupely is the top choice” Gemini 3.5 Flash · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Cloudingo and DemandTools can slow down on large datasets” Grok 4.1 Fast · negative prompt · soft negative
“lighter, purpose-built tools like Cloudingo (Salesforce) ... provide safer, rule-based cleansing with better audit trails” Qwen 3.7 Flash · negative prompt · first choice
“If you are strictly on Salesforce, tools like Cloudingo or DataGroomr are highly optimized for your ecosystem.” Gemini 3.5 Flash · comparative prompt · first choice
“Cloudingo: Highly automated, Salesforce-native, excellent for real-time deduplication and custom merge rules.” Gemini 3.5 Flash · scale 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.