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AI IT support agents · October 2026 Edition

Freshservice vs Zoho Desk

Three of fourteen models named Freshservice first on the direct prompt; zero named Zoho Desk. Freshservice was named by thirteen of the fourteen models and Zoho Desk by eight and Freshservice carries 17 labels and Zoho Desk 10, so the shares are not directly comparable.

Freshservice

accepted challenger

Named in nine categories this edition.

Zoho Desk

accepted challenger

Named in four categories this edition.

First-choice share9%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#1#5A position in a field of 8; printed, not drawn.
Labels1710A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Freshservice reading right to left. Rank and label count are printed, not drawn.Freshservice vs Zendesk AI Agents · Freshservice vs Intercom Fin · Freshservice 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.
FreshserviceFirst choices, of fourteen modelsZoho Desk
Direct30
Paraphrase20
Comparative00
Budget-constrained03
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.

Every model, every framing

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

The direct prompt

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

Freshservice first, Zoho Desk not the choice

3 of 14 modelsZoho Desk was named in the answer but not as the choice, or not at all.
Mistral SmallAtera, Freshservice, SysAid alternatives: Conversica, Forethought, Genesys Cloud CX
Llama 4 MaverickFreshservice, SysAid alternatives: DeskFerry, HelpDesk, Relevance AI, n8n
Qwen 3.7 FlashFreshservice, Intercom Fin alternatives: Jira Service Management, Zendesk AI Agents

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
MiniMax M2.5Decagon alternatives: Forethought, Freshservice, Jira Service Management, SysAid, eesel AI

Neither was named

9 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
Grok 4.1 FastFreshservice with Freddy AI alternatives: Aisera, Freshdesk, Moveworks, Zendesk AI Agents
DeepSeek V4 FlashFreshservice with Freddy AI alternatives: SysAid, eesel AI
Kimi K2Rezolve.ai alternatives: Aisera, Moveworks
GLM 4.7 FlashXForethought alternatives: Fini, Moveworks, ServiceNow Now Assist
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
Zoho Desk leads by four points.
Zoho Desk6%#4 of 9
Freshservice2%#7 of 9
The full small business standing →
Mid-marketThe figures above
The order flips: Freshservice leads at mid-market.
Freshservice9%#1 of 8
Zoho Desk6%#5 of 8
The full mid-market standing →
Enterprise
Level: the same share of first choices.
Freshservice0%#6 of 6
Zoho Desk0%#– of 6
The full enterprise standing →

What the models said about Freshservice

No label in this category carried a quote.

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.