Conversational marketing platforms · October 2026 Edition
Intercom vs HubSpot Conversations
Five of fourteen models named Intercom first on the direct prompt; two named HubSpot Conversations. Intercom was named by fourteen of the fourteen models and HubSpot Conversations by eleven and Intercom carries 54 labels and HubSpot Conversations 25, so the shares are not directly comparable.
United States, founded 2011. Named in twelve categories this edition.
By HubSpot, Cambridge, United States, founded 2006. Named in two categories this edition.
First-choice share11%8%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate15%8%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#5A position in a field of 9; printed, not drawn.
Labels5425A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Intercom reading right to left. Rank and label count are printed, not drawn.Qualified was named alongside these two in ten of the fourteen direct answers. Tidio vs Intercom · Tidio vs HubSpot Conversations · Intercom vs Drift
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 conversational marketing platforms page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
IntercomFirst choices, of fourteen modelsHubSpot Conversations
Direct52
Paraphrase01
Comparative31
Budget-constrained011 against Intercom
Scale-constrained10
Negative007 against Intercom · 2 against HubSpot Conversations
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 Intercom and HubSpot Conversations stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| 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 | | | |
Intercom HubSpot Conversations first choice named as an alternative argued againstblank: not namedEach cell is one answer, Intercom on the left and HubSpot Conversations on the right.The direct prompt
The plain question, one answer per model, grouped by where Intercom and HubSpot Conversations stood in it.
Intercom first, HubSpot Conversations not the choice
5 of 14 modelsHubSpot Conversations was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Intercom alternatives: Crisp, HubSpot Breeze, HubSpot Marketing Hub, Qualified, Tidio, Zoho SalesIQ
Mistral SmallIntercom alternatives: Qualified
Kimi K2Intercom, Qualified alternatives: Freshdesk
GLM 4.7 FlashXIntercom alternatives: Rework
Muse Glimmer 30BIntercom alternatives: Drift, Freshdesk Freshchat, HubSpot Chat, Qualified
HubSpot Conversations first, Intercom an alternative
2 of 14 modelsIntercom was named in the answer but not as the choice, or not at all.Llama 4 MaverickHubSpot Conversations alternatives: Genesys Cloud CX, Qualified
GPT-6 LunaHubSpot Conversations alternatives: Intercom, Qualified
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashHubSpot Marketing Hub alternatives: Intercom, Qualified, Salesforce Agentforce, Salesloft AI Chat
Grok 4.1 FastHubSpot Marketing, HubSpot Service Hub alternatives: Intercom, Qualified
DeepSeek V4 FlashFreshchat alternatives: Intercom, Qualified
Qwen 3.7 FlashDrift alternatives: HubSpot Conversations, Intercom, Knock.ai, Wonderchat
MiniMax M2.5Freshchat alternatives: Intercom
Neither was named
2 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniHubSpot Marketing Hub alternatives: Drift, Qualified
Perplexity SonarHubSpot Marketing Hub alternatives: Drift
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
HubSpot Conversations leads by eleven points.
HubSpot Conversations16%#2 of 11Intercom5%#4 of 11Mid-marketThe figures above
The order flips: Intercom leads at mid-market.
Intercom11%#2 of 9HubSpot Conversations8%#5 of 9Enterprise
Intercom leads by six points.
Intercom8%#3 of 6HubSpot Conversations2%#6 of 6What the models said about Intercom
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Top picks: Intercom (sales-focused), HubSpot (all-in-one CRM), Drift (conversational AI), Tidio/Zendesk (affordable multi-channel).” Grok 4.1 Fast · scale prompt · first choice
“Choose Intercom if you need a single tool for both buyer-facing sales qualification and post-sale/support, with Fin AI deflection” Muse Glimmer 30B · direct prompt · first choice
What the models said about HubSpot Conversations
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Caution if you are a small-to-midsized business without dedicated operations staff.” Gemini 3.5 Flash · negative prompt · soft negative
“HubSpot lags behind dedicated competitors” Qwen 3.7 Flash · negative prompt · soft negative
“HubSpot Conversations - Best for SMBs and mid-market companies already invested in the HubSpot ecosystem.” Llama 4 Maverick · paraphrase prompt · first choice
“The best conversational marketing platform for a mid-market B2B company is HubSpot Conversations” Llama 4 Maverick · direct prompt · first choice
“HubSpot: best all-in-one choice if you want chat + CRM + marketing automation.” GPT-5.4 mini · comparative prompt · first choice
Also compared
Tidio vs IntercomTidio vs HubSpot ConversationsIntercom vs DriftIntercom vs QualifiedIntercom vs HubSpot Marketing HubIntercom vs 1mindIntercom vs ManyChatDrift vs HubSpot ConversationsQualified vs HubSpot ConversationsHubSpot Conversations vs HubSpot Marketing HubHubSpot Conversations vs 1mindHubSpot Conversations vs ManyChatAll twenty-eight head-to-head pages and the full conversational mktg standing
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.