Slack

By Salesforce

How often 10 AI models recommend Slack, what they say about it, and who they recommend instead, on the 3 buying questions where it came up.

Mention rate

43%of all answers on these questions

Best standing

#1of 27 on Best team chat apps

Buying questions

3where any model named it

Never named it

0of 10 models

Which models recommend it

Share of each model's answers that named it, at any position · The black tick marks the panel average

1. GLM-5.350%
2. Kimi K350%
3. GPT-6 Luna47%
4. Gemini 4 Argon47%
5. Qwen 3.8 Flash44%
6. Mistral Large 444%
7. Claude Haiku 5.539%
8. DeepSeek V4 Pro39%
9. MiniMax M333%
10. Nemotron 3 Ultra33%

Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.

What the models say

Each model's one-line reason for recommending it, from its first answer

Best team chat apps 10

• Claude Haiku 5.5Mature ecosystem, polished UX, and deep integrations make it the default choice.
• GPT-6 LunaBest-in-class channels, search, integrations, and a familiar interface for cross-functional teams.
• Gemini 4 ArgonBest-in-class user experience, deep integrations, and intuitive channel organization for modern teams.
• Qwen 3.8 FlashThe default team chat app; broad integrations, strong search, mature workflows.
• DeepSeek V4 ProBest-in-class UX, vast integrations, and search that actually works.
• GLM-5.3The definitive team chat app; intuitive channels, rich integrations, strong search.
• Kimi K3Best overall polish, integrations, and channel organization for most teams.
• MiniMax M3Gold standard for team chat with best integrations and UX.
• Mistral Large 4Best-in-class search, integrations, and channels for fast-moving teams.
• Nemotron 3 UltraBest overall UX, integrations, and workflow automation

Best video conferencing software 4

• Claude Haiku 5.5Good for internal teams already living in chat; huddles and calls are convenient.
• GPT-6 LunaConvenient huddles and calls for teams already centered on Slack collaboration.
• Gemini 4 ArgonHuddles offer fast, lightweight video and screen sharing directly inside team workflows.
• DeepSeek V4 ProExcellent huddles and async video clips for team communication.

Best team knowledge base tools 3

• Qwen 3.8 FlashDirectly addresses chat-thread knowledge with canvases and AI search.
• GLM-5.3Searchable knowledge lives where teams already communicate; Slack integrations surface docs.
• Kimi K3Ideal for teams already living in Slack; zero-friction docs beside conversations.

Against the competition

Each question's products ranked by the share of all answers that named them, Slack highlighted.

Best team chat apps

27 products named in 120 answers across 4 wordings

In nearly every answer

Microsoft TeamsSlackGoogle ChatDiscordMattermost

Contested

1. 6Rocket.Chat85%
2. 7Flock68%
3. 8Chanty63%
4. 9Zoom Team Chat55%
5. 10Twist45%

Best video conferencing software

32 products named in 120 answers across 4 wordings

In nearly every answer

Google MeetMicrosoft TeamsWebexZoomWherebyBlueJeans

Contested

1. 7GoToMeeting74%
2. 8Zoho Meeting58%
3. 9Jitsi Meet48%
4. 10RingCentral45%
5. 11RingCentral Video31%
6. ⋯
7. 14Slack18%

Best team knowledge base tools

38 products named in 120 answers across 4 wordings

In nearly every answer

ConfluenceNotionDocument360

Contested

1. 4Guru80%
2. 5Tettra78%
3. 6GitBook73%
4. 7Slab73%
5. 8Slite54%
6. ⋯
7. 15Slack11%

Mention rate by model and question

Share of each model's answers on the question that named it · Hover a cell for the count

Question	Claude Haiku 5.5	GPT-6 Luna	Gemini 4 Argon	Qwen 3.8 Flash	DeepSeek V4 Pro	GLM-5.3	Kimi K3	MiniMax M3	Mistral Large 4	Nemotron 3 Ultra
Best team chat apps	100	100	100	100	100	100	100	100	100	100
Best video conferencing software	17	42	42		17		33		25
Best team knowledge base tools				33		50	17		8

Does the wording matter?

Share of answers that named it under each way of asking the question · Hover a cell for the exact wording

Question	List request	Buyer asking for advice	Search query	Worth paying for?
Best team chat apps	100	100	100	100
Best video conferencing software	10	13	30	17
Best team knowledge base tools	13	23	7

Head to head

Against the products named most often on the same questions

Slack vs Microsoft TeamsSlack vs WebexSlack vs ZoomSlack vs NotionSlack vs ConfluenceSlack vs Google Meet

Compare with another product

Other Salesforce products: Tableau, Pardot, Heroku, Salesforce, Salesforce Marketing Cloud, Salesforce Commerce Cloud, Salesforce Service Cloud, Salesforce Engage

Work on Slack? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.