Conversational marketing platforms · October 2026 Edition
Drift vs HubSpot Marketing Hub
One of fourteen models named Drift first on the direct prompt; three named HubSpot Marketing Hub. Drift was named by fourteen of the fourteen models and HubSpot Marketing Hub by eight and Drift carries 55 labels and HubSpot Marketing Hub 13, so the shares are not directly comparable.
By Salesloft, Atlanta, United States, founded 2011. Named in ten categories this edition.
By HubSpot, Cambridge, United States, founded 2006. Named in twenty-eight categories this edition.
First-choice share9%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate53%15%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#6A position in a field of 9; printed, not drawn.
Labels5513A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Drift reading right to left. Rank and label count are printed, not drawn.Intercom was named alongside these two in eleven of the fourteen direct answers. Tidio vs Drift · Tidio vs HubSpot Marketing Hub · 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.
DriftFirst choices, of fourteen modelsHubSpot Marketing Hub
Direct137 against Drift
Paraphrase405 against Drift
Comparative811 against Drift
Budget-constrained004 against Drift · 1 against HubSpot Marketing Hub
Scale-constrained002 against Drift
Negative0110 against Drift · 1 against HubSpot Marketing Hub
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 Drift and HubSpot Marketing Hub 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 | | | | |
Drift HubSpot Marketing Hub first choice named as an alternative argued againstblank: not namedEach cell is one answer, Drift on the left and HubSpot Marketing Hub on the right.The direct prompt
The plain question, one answer per model, grouped by where Drift and HubSpot Marketing Hub stood in it.
Drift first, HubSpot Marketing Hub not the choice
1 of 14 modelsHubSpot Marketing Hub was named in the answer but not as the choice, or not at all.Qwen 3.7 FlashDrift alternatives: HubSpot Conversations, Intercom, Knock.ai, Wonderchat
HubSpot Marketing Hub first, Drift an alternative
3 of 14 modelsDrift was named in the answer but not as the choice, or not at all.GPT-5.4 miniHubSpot Marketing Hub alternatives: Drift, Qualified
Gemini 3.5 FlashHubSpot Marketing Hub alternatives: Intercom, Qualified, Salesforce Agentforce, Salesloft AI Chat
Perplexity SonarHubSpot Marketing Hub alternatives: Drift
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 4.5Intercom alternatives: Crisp, HubSpot Breeze, HubSpot Marketing Hub, Qualified, Tidio, Zoho SalesIQ
Muse Glimmer 30BIntercom alternatives: Drift, Freshdesk Freshchat, HubSpot Chat, Qualified
Neither was named
8 of 14 modelsThe answer made no first choice from these two in this category.Grok 4.1 FastHubSpot Marketing, HubSpot Service Hub alternatives: Intercom, Qualified
Mistral SmallIntercom alternatives: Qualified
DeepSeek V4 FlashFreshchat alternatives: Intercom, Qualified
Llama 4 MaverickHubSpot Conversations alternatives: Genesys Cloud CX, Qualified
Kimi K2Intercom, Qualified alternatives: Freshdesk
GLM 4.7 FlashXIntercom alternatives: Rework
MiniMax M2.5Freshchat alternatives: Intercom
GPT-6 LunaHubSpot Conversations alternatives: Intercom, Qualified
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
Drift leads by four points.
Drift5%#5 of 11HubSpot Marketing Hub2%#9 of 11Mid-marketThe figures above
Drift leads by four points.
Drift9%#3 of 9HubSpot Marketing Hub6%#6 of 9Enterprise
Drift leads by fifteen points.
Drift15%#2 of 6HubSpot Marketing Hub0%#– of 6What the models said about Drift
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“the main one to be cautious about is Drift, because multiple recent sources say it is being sunset/wound down after Salesloft's acquisition” Perplexity Sonar · negative prompt · hard negative
“A supply-chain attack in August 2025 exploited OAuth tokens issued to the Salesloft Drift integration with Salesforce and Google Workspace.” Muse Glimmer 30B · negative prompt · hard negative
“Drift, the long-time pioneer of this space, has been officially sunset by Clari + Salesloft... Do not purchase legacy Drift.” Gemini 3.5 Flash · scale prompt · hard negative
“Choose Drift (Salesloft/1Mind) or Qualified if you are a B2B enterprise company with active sales development representative (SDR) teams.” Gemini 3.5 Flash · comparative prompt · first choice
“Drift defined the modern "greet → qualify → book meeting" playbook... making it a go‑to for outbound‑oriented B2B teams.” GLM 4.7 FlashX · comparative prompt · first choice
“The gold standard for B2B pipeline acceleration, but premium pricing is a barrier for mid-market and smaller companies.” Kimi K2 · comparative prompt · first choice
What the models said about HubSpot Marketing Hub
No label in this category carried a quote.
Also compared
Tidio vs DriftTidio vs HubSpot Marketing HubIntercom vs DriftIntercom vs HubSpot Marketing HubDrift vs QualifiedDrift vs HubSpot ConversationsDrift vs 1mindDrift vs ManyChatQualified vs HubSpot Marketing HubHubSpot Conversations vs HubSpot Marketing HubHubSpot Marketing Hub vs 1mindHubSpot Marketing Hub 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.