| 1 |
Slack |
|
10/10 |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
- Claude Haiku 5.5 (#1) Best-in-class integrations and polished UX; worth it for most teams.
- GPT-6 Luna (#1) Best overall balance of polished chat, integrations, search, and adoption for most teams.
- Gemini 4 Argon (#1) Unmatched integrations, workflow automation, and user experience justify the price for modern teams.
- Qwen 3.8 Flash (#1) Best-in-class integrations, search, and workflows for paid teams.
- DeepSeek V4 Pro (#1) Unmatched integrations, search, and workflow automation make it the gold standard for team chat.
- GLM-5.3 (#1) The default standard: best integrations, channels, and search in the business.
- Kimi K3 (#1) Best integrations and usability; still the default worth its premium price.
- MiniMax M3 (#1) Best overall UX, integrations, and reliability for most teams.
- Mistral Large 4 (#1) Best search, integrations, and workflow automation for growing teams.
- Nemotron 3 Ultra (#1) Best balance of features, integrations, and user experience for teams of all sizes
|
| 2 |
Microsoft Teams |
|
10/10 |
2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 |
- Claude Haiku 5.5 (#2) Strong value if you already pay for Microsoft 365; deep Office integration.
- GPT-6 Luna (#2) Strong value for Microsoft 365 shops, with capable chat, meetings, and collaboration in one place.
- Gemini 4 Argon (#2) Unbeatable value for organizations already invested in the Microsoft productivity and security ecosystem.
- Qwen 3.8 Flash (#2) Unbeatable value bundled with Office; meetings plus chat together.
- DeepSeek V4 Pro (#2) Essential for Office 365 orgs; deep SharePoint and Outlook integration justifies cost.
- GLM-5.3 (#2) Bundled with Office 365, unbeatable value for Microsoft-centric companies.
- Kimi K3 (#2) Unbeatable value if you're already paying for Microsoft 365.
- MiniMax M3 (#2) Unbeatable value bundled with Microsoft 365 for enterprise.
- Mistral Large 4 (#2) Deep Microsoft 365 integration makes it ideal for enterprise Office shops.
- Nemotron 3 Ultra (#2) Unbeatable value if already on Microsoft 365; deep Office integration
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| 3 |
Discord |
|
9/10 |
4 | 4 | | 3 | 3 | 3 | 3 | 5 | 3 | 3 |
- Qwen 3.8 Flash (#3) Free-tier so good that paying is rarely needed.
- DeepSeek V4 Pro (#3) Nitro boosts quality; excellent persistent voice rooms and community tools for hybrid teams.
- GLM-5.3 (#3) Best voice/Video and community features; great for remote or gaming-adjacent teams.
- Kimi K3 (#3) Free tier is generous; paid boosts cheap for community-style teams.
- Mistral Large 4 (#3) Excellent for communities, gaming, and creative teams; free tier is generous.
- Nemotron 3 Ultra (#3) Excellent free tier; Nitro adds great perks for community-focused teams
- Claude Haiku 5.5 (#4) Excellent for communities and voice; paid Nitro tiers add real perks.
- GPT-6 Luna (#4) Excellent voice, communities, and flexible channels, though business administration is less mature.
- MiniMax M3 (#5) Excellent free tier; worth paying mainly for community-style teams.
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| 4 |
Google Chat |
|
10/10 |
3 | 3 | 3 | 4 | 4 | 4 | 5 | 4 | 5 | 9 |
- Claude Haiku 5.5 (#3) Cheap and solid inside Google Workspace; simpler but dependable.
- GPT-6 Luna (#3) A practical, low-friction choice for organizations already paying for Google Workspace.
- Gemini 4 Argon (#3) Seamless collaboration and file sharing make it worth paying for alongside Google Workspace.
- Qwen 3.8 Flash (#4) Seamless with Workspace, strong Meet integration at low cost.
- DeepSeek V4 Pro (#4) Worth it inside Google Workspace; tight Docs and Calendar integration streamlines collaboration.
- GLM-5.3 (#4) Cheap, clean, and deeply integrated with Workspace; underrated.
- MiniMax M3 (#4) Compelling if you live in Google Workspace and want simplicity.
- Kimi K3 (#5) Included with Workspace; simple, reliable, deeply integrated with Gmail.
- Mistral Large 4 (#5) Included with Workspace; solid for Google-centric organizations.
- Nemotron 3 Ultra (#9) Included with Google Workspace; tight integration with Docs, Meet, Calendar
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| 5 |
Zoom |
|
9/10 |
5 | 6 | 6 | 5 | 5 | 5 | | 3 | 4 | 4 |
- MiniMax M3 (#3) Tight integration with Zoom's best-in-class video meetings.
- Mistral Large 4 (#4) Seamless video-to-chat handoff for companies already on Zoom.
- Nemotron 3 Ultra (#4) Strong if you live in Zoom ecosystem; included with paid Zoom plans
- Claude Haiku 5.5 (#5) Good if you already rely on Zoom meetings; bundled chat is convenient.
- Qwen 3.8 Flash (#5) Where meetings already happen; chat layer now genuinely solid.
- DeepSeek V4 Pro (#5) Seamlessly pairs chat with best-in-class video; pay for meeting and chat as one.
- GLM-5.3 (#5) Solid chat now included with the meetings platform many already pay for.
- Gemini 4 Argon (#6) Strong asynchronous messaging included with top-tier video conferencing makes the paid bundle worthwhile.
|
| 6 |
Mattermost |
|
9/10 |
7 | 5 | 5 | 6 | 6 | 7 | 4 | | 6 | 5 |
- Kimi K3 (#4) Best self-hosted option for security-conscious teams needing data control.
- GPT-6 Luna (#5) A capable self-hostable option for teams prioritizing control, security, and deployment flexibility.
- Gemini 4 Argon (#5) Enterprise self-hosting, strict compliance controls, and developer workflows make paid tiers worth the cost.
- Nemotron 3 Ultra (#5) Top self-hosted option for data control; flexible deployment models
- Qwen 3.8 Flash (#6) Top self-hosted, compliance-friendly Slack alternative for IT teams.
- DeepSeek V4 Pro (#6) Self-hosted security and compliance without sacrificing modern chat UX; ideal for regulated industries.
- Mistral Large 4 (#6) Best self-hosted option for security-conscious, technical organizations.
- Claude Haiku 5.5 (#7) Self-hostable and secure; strong choice for engineering and privacy-focused teams.
- GLM-5.3 (#7) Top choice for self-hosting, security, and dev team control.
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| 7 |
Rocket.Chat |
|
8/10 |
8 | 7 | 8 | 7 | | 9 | 7 | | 10 | 6 |
- Nemotron 3 Ultra (#6) Feature-rich open-source alternative; good for customization needs
- GPT-6 Luna (#7) Offers self-hosting and broad integrations for organizations needing more control over messaging.
- Qwen 3.8 Flash (#7) Open-source flexibility, omnichannel features on cheap paid plans.
- Kimi K3 (#7) Flexible open-source alternative with strong omnichannel and federation features.
- Claude Haiku 5.5 (#8) Open-core and self-hostable; good for data control, though setup takes effort.
- Gemini 4 Argon (#8) Worth paying for when data sovereignty, omnichannel routing, and heavy customization are non-negotiable.
- GLM-5.3 (#9) Open-source, deployable on-prem; good for compliance-heavy orgs.
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| 8 |
Flock |
|
6/10 |
10 | | | 10 | 7 | | 9 | | 8 | 7 |
- DeepSeek V4 Pro (#7) Surprisingly strong built-in polls, reminders, and to-dos; affordable for small orgs.
- Nemotron 3 Ultra (#7) Affordable with built-in productivity tools; good for small-to-mid teams
- Mistral Large 4 (#8) Affordable all-in-one with built-in video, docs, and polls for budget teams.
- Kimi K3 (#9) Cheaper Slack clone with decent built-in productivity tools for SMBs.
- Claude Haiku 5.5 (#10) Budget-friendly with decent features, but a smaller ecosystem.
- Qwen 3.8 Flash (#10) Simple all-in-one messaging with useful boards and tasks.
|
| 9 |
Webex |
|
4/10 |
6 | | 7 | | | | 10 | 7 | | |
- Claude Haiku 5.5 (#6) Enterprise-grade security and compliance; pricey but dependable for regulated firms.
- Gemini 4 Argon (#7) Enterprise-grade security, compliance, and calling capabilities justify the investment for large regulated organizations.
- MiniMax M3 (#7) Strong security and voice features for regulated industries.
- Kimi K3 (#10) Solid messaging plus meetings, worth it for Cisco-centric enterprises.
|
| 10 |
Zoho Cliq |
|
4/10 |
| | 9 | 8 | | 6 | | 9 | | |
- GLM-5.3 (#6) Affordable, capable alternative bundled into Zoho's ecosystem.
- Qwen 3.8 Flash (#8) Affordable and tidy if you live in the Zoho ecosystem.
- Gemini 4 Argon (#9) Extremely affordable paid tiers with deep native integration across the broader Zoho business ecosystem.
- MiniMax M3 (#9) Affordable and capable if already in Zoho's ecosystem.
|
| 11 |
Zulip |
|
4/10 |
| | 10 | 9 | 8 | | 6 | | | |
- Kimi K3 (#6) Threaded streams model is superior for async, distributed engineering teams.
- DeepSeek V4 Pro (#8) Unique topic-based threading prevents message chaos; remarkably productive for focused teams.
|
| 12 |
Twist |
|
2/10 |
| | 4 | | | | | | | 8 |
- Gemini 4 Argon (#4) Paid tiers unlock unlimited history in a calm, thread-first interface built for deep work.
- Nemotron 3 Ultra (#8) Thread-first design reduces noise; great for async, remote-first teams
|
| 13 |
Chanty |
|
5/10 |
9 | 10 | | | | 8 | | | 9 | 10 |
- GLM-5.3 (#8) Budget-friendly team chat with tasks; fine for very small teams.
- Claude Haiku 5.5 (#9) Affordable flat pricing for small teams wanting Slack-like simplicity.
- Nemotron 3 Ultra (#10) Simple, affordable, with unlimited message history on paid plans
|
| 14 |
Notion |
|
1/10 |
| | | | | | | 6 | | |
- MiniMax M3 (#6) Nice docs-plus-chat combo for small product teams.
|
| 15 |
Basecamp |
|
2/10 |
| | | | 9 | | | 8 | | |
- MiniMax M3 (#8) Flat pricing, strong project-chat hybrid for agencies.
|