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Customer support and helpdesk · October 2026 Edition

Zendesk Support Suite vs Zoho Desk

Nine of fourteen models named Zendesk Support Suite first on the direct prompt; zero named Zoho Desk. Both were named by all fourteen models and Zendesk Support Suite carries 67 labels and Zoho Desk 36, so the shares are not directly comparable.

Zendesk Support Suite

criticized default

By Zendesk, San Francisco, United States, founded 2007. Named in one category this edition.

Zoho Desk

accepted challenger

Named in six categories this edition.

First-choice share31%12%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate28%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.
Labels6736A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Zendesk Support Suite reading right to left. Rank and label count are printed, not drawn.Freshdesk was named alongside these two in thirteen of the fourteen direct answers. Zendesk Support Suite vs Freshdesk · Zendesk Support Suite vs TeamSupport · Zendesk Support Suite vs HubSpot Service Hub

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 customer support and helpdesk page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Zendesk Support SuiteFirst choices, of fourteen modelsZoho Desk
Direct901 against Zendesk Support Suite
Paraphrase80
Comparative70
Budget-constrained084 against Zendesk Support Suite
Scale-constrained302 against Zendesk Support Suite
Negative0112 against Zendesk Support Suite
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, Zendesk Support Suite and Zoho Desk were named in the same answer seventy-five times, of the 196 answers naming Zendesk Support Suite and the 136 naming Zoho Desk. In those answers Zoho Desk took the first choice fourteen times and Zendesk Support Suite nineteen.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Zendesk Support Suite and Zoho Desk 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
GPT-6 Luna
Muse Glimmer 30B
Zendesk Support Suite Zoho Desk first choice named as an alternative argued againstblank: not namedEach cell is one answer, Zendesk Support Suite on the left and Zoho Desk on the right.

The direct prompt

The plain question, one answer per model, grouped by where Zendesk Support Suite and Zoho Desk stood in it.

Zendesk Support Suite first, Zoho Desk not the choice

9 of 14 modelsZoho Desk was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Zendesk Support Suite alternatives: Freshdesk, Plain, TeamSupport
GPT-5.4 miniZendesk Support Suite alternatives: Freshdesk, HubSpot Service Hub, Intercom, Salesforce Service Cloud
Gemini 3.5 FlashZendesk Support Suite alternatives: ClearFeed, Freshdesk, Front, HubSpot Service Hub, Intercom
Perplexity SonarZendesk Support Suite alternatives: Freshdesk, Front, HubSpot Service Hub, Plain, TeamSupport
Mistral SmallFreshdesk, Zendesk Support Suite alternatives: HubSpot Service Hub, TeamSupport
Qwen 3.7 FlashZendesk Support Suite alternatives: HubSpot Service Hub, Intercom, Salesforce Service Cloud
Kimi K2TeamSupport, Zendesk Support Suite alternatives: Freshdesk, HubSpot Service Hub
MiniMax M2.5TeamSupport, Zendesk Support Suite alternatives: Freshdesk, Help Scout, Intercom
GPT-6 LunaZendesk Support Suite alternatives: Freshdesk, HubSpot Service Hub, Intercom

Neither was the first choice, one was named

4 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Grok 4.1 FastFreshdesk alternatives: Help Scout, Salesforce Service Cloud, Zendesk Support Suite, Zoho Desk
DeepSeek V4 FlashFreshdesk alternatives: Front, Intercom, Zendesk Support Suite
GLM 4.7 FlashXFreshdesk, Zendesk for Customer Service alternatives: Front, Help Scout, HubSpot Service Hub, Zoho Desk
Muse Glimmer 30BFreshdesk, Pylon alternatives: Plain, Zendesk Support Suite

Neither was named

1 of 14 modelsThe answer made no first choice from these two in this category.
Llama 4 MaverickPlain alternatives: Freshdesk, TeamSupport

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 Desk leads by twenty-one points.
Zoho Desk25%#2 of 12
Zendesk Support Suite3%#6 of 12
The full small business standing →
Mid-marketThe figures above
The order flips: Zendesk Support Suite leads at mid-market.
Zendesk Support Suite31%#1 of 11
Zoho Desk12%#4 of 11
The full mid-market standing →
Enterprise
Zendesk Support Suite leads by forty-seven points.
Zendesk Support Suite49%#1 of 10
Zoho Desk2%#7 of 10
The full enterprise standing →

What the models said about Zendesk Support Suite

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

“Zendesk (Approach with high caution, especially for SMBs)... Who should avoid: Teams needing reliable uptime or simple onboarding.” Grok 4.1 Fast · negative prompt · hard negative
“Plain explicitly says to “avoid Zendesk” at that stage because the implementation complexity “isn’t worth it”” Perplexity Sonar · negative prompt · hard negative
“What to avoid on a tight budget... Zendesk is the most mature but is priced for larger operations” Muse Glimmer 30B · budget prompt · hard negative
“Zendesk if you prioritize scalability, need extensive customization, and want a platform that can grow with you into enterprise territory.” Kimi K2 · direct prompt · first choice
“Zendesk — The Market Leader ... If you need maximum feature depth, enterprise scalability, and a huge app ecosystem → Zendesk” DeepSeek V4 Flash · comparative prompt · first choice
“### 1. Zendesk Suite Best For: Companies that need the industry standard with maximum scalability and integration depth.” Qwen 3.7 Flash · paraphrase prompt · first choice

What the models said about Zoho Desk

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

“The best overall value for a small to medium-sized business (SMB) that needs to handle multiple support channels.” GLM 4.7 FlashX · budget prompt · first choice
“Best Overall Value (SaaS): Zoho Desk ... the most robust hosted helpdesk you can get for the lowest price” Gemini 3.5 Flash · budget prompt · first choice
“More affordable at scale, AI included in price, better for Zoho ecosystem users” Kimi K2 · negative 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.