Chatbots and conversational AI for support · November 2026 Edition
Zendesk AI vs Freshchat
Zero of fourteen models named Zendesk AI first on the direct prompt; one named Freshchat. Zendesk AI was named by thirteen of the fourteen models and Freshchat by eight and Zendesk AI carries 40 labels and Freshchat 11, so the shares are not directly comparable.
By Zendesk, San Francisco, United States, founded 2007. Named in one category this edition.
Freshchat
accepted challengerNamed in three categories this edition.
First-choice share2%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate10%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#5A position in a field of 10; printed, not drawn.
Labels4011A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Zendesk AI reading right to left. Rank and label count are printed, not drawn.Intercom Fin AI Agent was named alongside these two in fourteen of the fourteen direct answers. Intercom Fin AI Agent vs Zendesk AI · Intercom Fin AI Agent vs Freshchat · Tidio vs Zendesk AI
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 Chatbots and conversational AI for support 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 AIFirst choices, of fourteen modelsFreshchatDirect011 against Zendesk AI
Paraphrase10
Comparative30
Budget-constrained001 against Zendesk AI
Scale-constrained00
Negative102 against Zendesk AI
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 Zendesk AI and Freshchat stood in it.
| Model | DirectFR | ParaphraseFR | ComparativeFR | Budget-constrainedFR | Scale-constrainedFR | NegativeFR |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | |||||
| GPT-5.4 mini | | FR | ||||
| Gemini 3.5 Flash | | | | | ||
| Perplexity Sonar | FR | | ||||
| Grok 4.20 | FR | | | | ||
| Mistral Small | FR | | ||||
| DeepSeek V4 Flash | FR | | | FR | ||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | | | | |||
| Kimi K2 | | | | | ||
| GLM 4.7 FlashX | | | FR | |||
| MiniMax M2.5 | | | | |||
| GPT-6 Luna | | | ||||
| Muse Glimmer 30B | | FR |
Zendesk AIFR Freshchat first choice named as an alternative argued againstblank: not namedEach cell is one answer, Zendesk AI on the left and Freshchat on the right.The direct prompt
The plain question, one answer per model, grouped by where Zendesk AI and Freshchat stood in it.
Freshchat first, Zendesk AI an alternative
1 of 14 modelsZendesk AI was named in the answer but not as the choice, or not at all.Mistral SmallFreshchat, Intercom Fin AI Agent alternatives: Botpress, Drift, Zendesk AI
Neither was the first choice, one was named
9 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniIntercom Fin AI Agent alternatives: Ada, Zendesk AI
Gemini 3.5 FlashIntercom Fin AI Agent alternatives: Ada, Plain, Pylon, Zendesk AI
Perplexity SonarIntercom Fin AI Agent alternatives: Freshchat, Freshdesk, HubSpot Service Hub, TeamSupport, Zendesk AI
Grok 4.20Intercom Fin AI Agent alternatives: Freshchat, HubSpot Service Hub, Zendesk AI
DeepSeek V4 FlashIntercom Fin AI Agent alternatives: Freshchat, Freshdesk, TeamSupport, Zendesk AI
Qwen 3.7 FlashIntercom Fin AI Agent alternatives: Kayako, Pylon, Salesforce Service Cloud, Zendesk AI
Kimi K2Intercom Fin AI Agent alternatives: Ada, Freshdesk, Zendesk AI
GPT-6 LunaIntercom Fin AI Agent alternatives: Agentforce for Service, HubSpot Service Hub, Zendesk AI
Muse Glimmer 30BIntercom Fin AI Agent alternatives: Ada CX, Fini, Pylon, Zendesk AI
Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5TeamSupport alternatives: Freshdesk, Halo AI, Intercom Fin AI Agent
Llama 4 MaverickIntercom Fin AI Agent alternatives: Drift, TeamSupport, Tidio
GLM 4.7 FlashXIntercom Fin AI Agent alternatives: Freshdesk
MiniMax M2.5Freshdesk, Intercom Fin AI Agent alternatives: 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
Zendesk AI leads by two points.
Zendesk AI2%#10 of 11Freshchat0%#– of 11
The full small business standing →Mid-marketThe figures above
Level: the same share of first choices.
Zendesk AI2%#4 of 10Freshchat2%#5 of 10
The full mid-market standing →Enterprise
Zendesk AI leads by fourteen points.
Zendesk AI14%#2 of 12Freshchat0%#– of 12
The full enterprise standing →What the models said about Zendesk AI
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Platforms with Notable Red Flags ... Zendesk - Issues: Ironically has "worst customer support" according to user reviews” Kimi K2 · negative prompt · hard negative
“However, it is expensive. The base "Suite Team" plan starts around $55/agent/month, and the AI features are often locked behind higher tiers.” GLM 4.7 FlashX · direct prompt · soft negative
“Legacy or overhyped AI add-ons (e.g., basic bots in older Zendesk or similar systems): Reviews often note they feel tacked-on” Grok 4.20 · negative prompt · soft negative
“Zendesk is the strongest all-around pick for established support teams, with pre-trained AI agents that work across email, chat, voice, and social.” Claude Haiku 4.5 · comparative prompt · first choice
“Intercom (with Fin AI) and Zendesk AI stand out as the overall top recommendations for mid-sized B2B companies” Gemini 3.5 Flash · paraphrase prompt · first choice
“established hubs like Zendesk, Intercom, or LiveChat are preferred for core customer support” Qwen 3.7 Flash · negative prompt · first choice
What the models said about Freshchat
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Intercom and Freshchat are the best all-around choices” Mistral Small · direct prompt · first choice
“Best value-oriented option | Freshchat/Freshdesk | Balanced features for mid-sized teams” Perplexity Sonar · direct prompt · alternative
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.