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CRM data quality and deduplication · September 2026 Edition

Insycle vs Dedupely

Seven of twelve models named Insycle first on the direct prompt; zero named Dedupely. Insycle was named by eleven of the twelve models and Dedupely by nine and Insycle carries 42 labels and Dedupely 23, so the shares are not directly comparable.

Insycle

endorsed leader

Named in one category this edition.

Dedupely

accepted challenger

Named in one category this edition.

First-choice share34%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate5%9%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#5A position in a field of 17; printed, not drawn.
Labels4223A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Insycle reading right to left. Rank and label count are printed, not drawn.DemandTools was named alongside these two in ten of the twelve direct answers. Insycle vs Cleanlist · Insycle vs ZoomInfo Operations · Insycle vs DemandTools

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.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
InsycleFirst choices, of twelve modelsDedupely
Direct701 against Dedupely
Paraphrase50
Comparative40
Budget-constrained231 against Insycle
Scale-constrained20
Negative201 against Insycle · 1 against Dedupely
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

Across every category in the September 2026 Edition, Insycle and Dedupely were named in the same answer forty-eight times, of the 122 answers naming Insycle and the 59 naming Dedupely. In those answers Dedupely took the first choice eight times and Insycle twenty-one.

Every model, every framing

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

The direct prompt

The plain question, one answer per model, grouped by where Insycle and Dedupely stood in it.

Insycle first, Dedupely an alternative

7 of 12 modelsDedupely was named in the answer but not as the choice, or not at all.
GPT-5.4 miniInsycle alternatives: DataGroomr, HubSpot Operations Hub
Gemini 3.5 FlashInsycle alternatives: Cloudingo, Koalify
Perplexity SonarInsycle alternatives: Cleanlist, DemandTools
Grok 4.1 FastInsycle alternatives: Cloudingo, Dedupely, DemandTools, ZoomInfo Operations
DeepSeek V4 FlashInsycle alternatives: Cleanlist, DemandTools
Kimi K2Insycle alternatives: Cloudingo, Dedupely, DemandTools, Plauti, ZoomInfo Operations
GLM 4.7 FlashXInsycle alternatives: Cloudingo, DemandTools, SyncMatters

Neither was the first choice, one was named

2 of 12 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5ZoomInfo Operations alternatives: Dedupely, DemandTools, Insycle
Mistral SmallZoomInfo Operations alternatives: Cleanlist, DemandTools, Insycle, Plauti

Neither was named

3 of 12 modelsThe answer made no first choice from these two in this category.
Llama 4 MaverickCleanlist alternatives: DemandTools, WinPure
Qwen 3.7 FlashDemandTools alternatives: Plauti, ZoomInfo Operations
MiniMax M2.5ZoomInfo Operations alternatives: Cleanlist, DemandTools, Plauti, WinPure Clean & Match

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
Insycle leads by thirteen points.
Insycle30%#1 of 14
Dedupely17%#3 of 14
The full small business standing →
Mid-marketThe figures above
Insycle leads by twenty-eight points.
Insycle34%#1 of 17
Dedupely6%#5 of 17
The full mid-market standing →
Enterprise
Insycle leads by five points.
Insycle7%#3 of 11
Dedupely2%#– of 11
The full enterprise standing →

What the models said about Insycle

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

“These outperform pricier tools like Insycle ($100+/mo) for small budgets” Grok 4.1 Fast · budget prompt · soft negative
“Expensive for large databases... Steep learning curve” Kimi K2 · negative prompt · soft negative
“lighter, purpose-built tools like Cloudingo (Salesforce) or Insycle (HubSpot/Salesforce) provide safer, rule-based cleansing with better audit trails” Qwen 3.7 Flash · negative prompt · first choice
“Easiest UI/no-code; cross-CRM sync prevention; higher G2 ratings (4.6/5, 200+ reviews) than Salesforce-only tools... Multi-CRM? Insycle.” Grok 4.1 Fast · comparative prompt · first choice
“For 90% of mid-market B2B companies, Insycle represents the best balance of power, ease of use, cross-CRM capability, and cost.” Gemini 3.5 Flash · direct prompt · first choice

What the models said about Dedupely

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
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.