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CRM data quality and deduplication · October 2026 Edition

Insycle vs Cleanlist

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.

Insycle

endorsed leader

Named in two categories this edition.

Cleanlist

accepted challenger

Named in three categories this edition.

First-choice share43%10%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate9%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#4A position in a field of 11; printed, not drawn.
Labels4728A 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 twelve of the fourteen direct answers. Insycle vs Dedupely · Insycle vs DemandTools · Insycle vs Cloudingo

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

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
InsycleFirst choices, of fourteen modelsCleanlist
Direct83
Paraphrase90
Comparative31
Budget-constrained322 against Insycle
Scale-constrained10
Negative112 against Insycle
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

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.

Every model, every framing

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

The direct prompt

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

Insycle first, Cleanlist an alternative

8 of 14 modelsCleanlist was named in the answer but not as the choice, or not at all.
GPT-5.4 miniInsycle alternatives: Cloudingo, DemandTools, ZoomInfo Operations
Gemini 3.5 FlashInsycle alternatives: Cloudingo, DemandTools, Koalify
Grok 4.20Insycle alternatives: Cleanlist, Cloudingo, DemandTools
DeepSeek V4 FlashInsycle alternatives: Cleanlist, DemandTools
Kimi K2DemandTools, Insycle
GLM 4.7 FlashXInsycle alternatives: Cloudingo, DemandTools, MatchLogic, ZoomInfo Operations
GPT-6 LunaInsycle alternatives: Cloudingo, DemandTools, HubSpot"s native data-quality tools
Muse Glimmer 30BCloudingo, Insycle alternatives: Cleanlist, DemandTools

Cleanlist first, Insycle not the choice

3 of 14 modelsInsycle was named in the answer but not as the choice, or not at all.
Perplexity SonarCleanlist alternatives: DemandTools, HubSpot Operations Hub, ZoomInfo Operations
Mistral SmallCleanlist alternatives: Cloudingo, DemandTools, WinPure Clean & Match
Llama 4 MaverickCleanlist alternatives: DemandTools, HubSpot Operations Hub, Salesforce Duplicate Management

Neither was the first choice, one was named

1 of 14 modelsThe answer put something else first and named one of the two as an alternative.
MiniMax M2.5Tofu alternatives: Cleanlist, Cloudingo, Insycle

Neither was named

2 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5DemandTools alternatives: Cloudingo, Dedupely, HubSpot's native duplicate management tool, Integrate.io, Openprise, ZoomInfo
Qwen 3.7 FlashDatagma alternatives: Apption, FullContact, HubSpot Breeze Intelligence

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 thirty points.
Insycle39%#1 of 13
Cleanlist9%#3 of 13
The full small business standing →
Mid-marketThe figures above
Insycle leads by thirty-three points.
Insycle43%#1 of 11
Cleanlist10%#4 of 11
The full mid-market standing →
Enterprise
Insycle leads by five points.
Insycle5%#4 of 11
Cleanlist0%#9 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. 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

What the models said about Cleanlist

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
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.