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Value selling tools · November 2026 Edition

Cuvama vs Zoho CRM

Zero of fourteen models named Cuvama first on the direct prompt; one named Zoho CRM. Cuvama was named by thirteen of the fourteen models and Zoho CRM by ten and Cuvama carries 25 labels and Zoho CRM 12, so the shares are not directly comparable.

Cuvama

accepted challenger

Named in one category this edition.

Zoho CRM

accepted challenger

Named in eleven categories this edition.

First-choice share6%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate4%8%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#6A position in a field of 13; printed, not drawn.
Labels2512A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Cuvama reading right to left. Rank and label count are printed, not drawn.ValueCore was named alongside these two in eight of the fourteen direct answers. ValueCore vs Cuvama · ValueCore vs Zoho CRM · Minoa vs Cuvama

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 value selling tools page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
CuvamaFirst choices, of fourteen modelsZoho CRM
Direct01
Paraphrase20
Comparative10
Budget-constrained021 against Cuvama
Scale-constrained10
Negative001 against Zoho CRM
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.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Cuvama and Zoho CRM 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
Cuvama Zoho CRM first choice named as an alternative argued againstblank: not namedEach cell is one answer, Cuvama on the left and Zoho CRM on the right.

The direct prompt

The plain question, one answer per model, grouped by where Cuvama and Zoho CRM stood in it.

Zoho CRM first, Cuvama not the choice

1 of 14 modelsCuvama was named in the answer but not as the choice, or not at all.
GPT-6 LunaZoho CRM alternatives: HubSpot Sales Hub

Neither was the first choice, one was named

3 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Perplexity SonarValueCore alternatives: Consensus, Cuvama, HubSpot Sales Hub
Kimi K2Mediafly Value, Zebrafi alternatives: Cuvama
GLM 4.7 FlashXValueCore alternatives: Cuvama, DealHub, HubSpot Sales Hub, Minoa, Symbe, ValueVisualizer

Neither was named

10 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5no first choice
GPT-5.4 minino first choice
Gemini 3.5 FlashMinoa alternatives: Mediafly, Shark Finesse, The ROI Shop, ValueCore
Grok 4.20ValueCore alternatives: DecisionLink, Ecosystems, Mediafly Value, Minoa, Zebrafi
Mistral SmallValueCore alternatives: Consensus, Mediafly
DeepSeek V4 FlashValueCore alternatives: Symbe
Llama 4 MaverickValueCore
Qwen 3.7 FlashWinWin Solutions alternatives: Outmatch, PandaDoc, Proposify, Seismic
MiniMax M2.5Ecosystems, ValueSelling Framework alternatives: HubSpot Sales Hub, ValueNavigator, Zebrafi
Muse Glimmer 30BMinoa alternatives: Ecosystems, The ROI Shop, ValueCore

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
Zoho CRM leads by eleven points.
Zoho CRM11%#3 of 13
Cuvama0%#12 of 13
The full small business standing →
Mid-marketThe figures above
Level: the same share of first choices.
Cuvama6%#5 of 13
Zoho CRM6%#6 of 13
The full mid-market standing →
Enterprise
The order flips: Cuvama leads at enterprise.
Cuvama6%#4 of 13
Zoho CRM2%#– of 13
The full enterprise standing →

What the models said about Cuvama

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

“graduate to Symbe or Cuvama for more sophisticated business case building” DeepSeek V4 Flash · budget prompt · soft negative
“The market leaders in this space right now are Mediafly, Cuvama, and ValueNavigator (ROI Selling)” DeepSeek V4 Flash · scale prompt · first choice
“or Cuvama (due to its modern AI-native approach to discovery)” DeepSeek V4 Flash · comparative prompt · first choice
“Overall Best Fit for Mid-Sized B2B: Cuvama” DeepSeek V4 Flash · paraphrase prompt · first choice

What the models said about Zoho CRM

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

“HubSpot Sales Hub / Zoho CRM and generic CRM add-ons ... not dedicated value selling tools and tend to be cited as inadequate” Muse Glimmer 30B · negative prompt · soft negative
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.