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AI IT support agents · October 2026 Edition

Freshdesk vs Zoho Desk

Zero of fourteen models named Freshdesk first on the direct prompt; zero named Zoho Desk. Freshdesk was named by nine of the fourteen models and Zoho Desk by eight and Freshdesk carries 11 labels and Zoho Desk 10, so the shares are not directly comparable.

Freshdesk

accepted challenger

Named in four categories this edition.

Zoho Desk

accepted challenger

Named in four categories this edition.

First-choice share6%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#5A position in a field of 8; printed, not drawn.
Labels1110A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Freshdesk reading right to left. Rank and label count are printed, not drawn.Freshservice vs Freshdesk · Freshservice vs Zoho Desk · Zendesk AI Agents vs Freshdesk

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 AI IT support agents page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
FreshdeskFirst choices, of fourteen modelsZoho Desk
Direct00
Paraphrase20
Comparative00
Budget-constrained13
Scale-constrained00
Negative00
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, Freshdesk and Zoho Desk were named in the same answer twenty-four times, of the 62 answers naming Freshdesk and the 50 naming Zoho Desk. In those answers Zoho Desk took the first choice four times and Freshdesk eight.

Every model, every framing

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

The direct prompt

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

Neither was the first choice, one was named

2 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Risotto alternatives: Freshservice, Moveworks, Zoho Desk, eesel AI
Grok 4.1 FastFreshservice with Freddy AI alternatives: Aisera, Freshdesk, Moveworks, Zendesk AI Agents

Neither was named

12 of 14 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniFreshservice with Freddy AI alternatives: Moveworks, ServiceNow Now Assist, SysAid
Gemini 3.5 FlashRisotto alternatives: Atomicwork, Decagon, Siit
Perplexity SonarFreshservice with Freddy AI alternatives: Ada, Intercom Fin, Kustomer
Mistral SmallAtera, Freshservice, SysAid alternatives: Conversica, Forethought, Genesys Cloud CX
DeepSeek V4 FlashFreshservice with Freddy AI alternatives: SysAid, eesel AI
Llama 4 MaverickFreshservice, SysAid alternatives: DeskFerry, HelpDesk, Relevance AI, n8n
Qwen 3.7 FlashFreshservice, Intercom Fin alternatives: Jira Service Management, Zendesk AI Agents
Kimi K2Rezolve.ai alternatives: Aisera, Moveworks
GLM 4.7 FlashXForethought alternatives: Fini, Moveworks, ServiceNow Now Assist
MiniMax M2.5Decagon alternatives: Forethought, Freshservice, Jira Service Management, SysAid, eesel AI
GPT-6 LunaFreshservice with Freddy AI Agent alternatives: Jira Service Management, Moveworks
Muse Glimmer 30BAtomicwork Atom, Freshworks Freshservice with Freddy AI

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
Freshdesk leads by twelve points.
Freshdesk18%#1 of 9
Zoho Desk6%#4 of 9
The full small business standing →
Mid-marketThe figures above
Level: the same share of first choices.
Freshdesk6%#4 of 8
Zoho Desk6%#5 of 8
The full mid-market standing →
Enterprise
Level: the same share of first choices.
Freshdesk0%#– of 6
Zoho Desk0%#– of 6
The full enterprise standing →

What the models said about Freshdesk

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

“or Freshdesk if budget and simplicity matter most” Perplexity Sonar · paraphrase prompt · first choice
“It's recognized as the best value option” Claude Haiku 4.5 · paraphrase prompt · first choice
“Top Pick: Freshdesk (with Freddy AI)” DeepSeek V4 Flash · budget 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.

“Zoho Desk - Best Overall Value ... Most affordable entry point with solid AI capabilities” Kimi K2 · budget prompt · first choice
“If you want ticketing software for almost nothing, get Zoho Desk (Express tier)” Gemini 3.5 Flash · budget prompt · first choice
“Zoho Desk – *Best Overall Value*” Qwen 3.7 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.