Google ChatvsMattermost
How 10 AI models weigh Google Chat against Mattermost on the 1 buying question where both came up.
- Google Chat
- 98%of answers named it
- Mattermost
- 90%of answers named it
- Placed higher
- 38–2times Google Chat vs Mattermost, over 40 model rankings that listed either
- Models leaning
- 10–0toward Google Chat vs Mattermost
Which models prefer which
Share of each model's answers that named each product, and how often its ranking put one above the other (a product listed beats one left off) · On the 1 shared question, every wording
| Model | Google Chat | Mattermost | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 100% | 100% | 4–0 | Google Chat |
| GPT-6 Luna | 100% | 100% | 4–0 | Google Chat |
| Gemini 4 Argon | 100% | 100% | 4–0 | Google Chat |
| Qwen 3.8 Flash | 100% | 100% | 4–0 | Google Chat |
| DeepSeek V4 Pro | 100% | 100% | 4–0 | Google Chat |
| GLM-5.3 | 100% | 100% | 4–0 | Google Chat |
| Kimi K3 | 100% | 100% | 3–1 | Google Chat |
| MiniMax M3 | 100% | 0% | 4–0 | Google Chat |
| Mistral Large 4 | 92% | 100% | 4–0 | Google Chat |
| Nemotron 3 Ultra | 92% | 100% | 3–1 | Google Chat |
What the models say about Google Chat
One reason per model, from the shared questions
- Claude Haiku 5.5
Clean interface and tight Google Workspace integration for simple team messaging.
- GPT-6 Luna
A natural fit for Google Workspace teams, with threaded conversations and easy Meet integration.
- Gemini 4 Argon
Seamless integration with Google Workspace makes it effortless for Gmail-centric organizations.
- Qwen 3.8 Flash
Natural fit for Workspace orgs; simple and tightly integrated.
- DeepSeek V4 Pro
Seamless with Google Workspace; clean, simple, and improving fast.
- GLM-5.3
Simple, tidy chat that pairs perfectly with Gmail and Google Workspace.
- Kimi K3
Seamless for Google Workspace users; simple and tightly integrated.
- MiniMax M3
Seamless fit for Google Workspace users; simple and reliable.
- Mistral Large 4
Simple, fast, and tightly woven into Google Workspace for Gmail users.
- Nemotron 3 Ultra
Seamless Workspace integration, simple and reliable
What the models say about Mattermost
One reason per model, from the shared questions
- Claude Haiku 5.5
Self-hosted option with strong developer workflows and data sovereignty.
- GPT-6 Luna
Strong self-hosting and security options make it compelling for technical and regulated teams.
- Gemini 4 Argon
Top open-source, self-hosted choice for technical and security-conscious engineering teams.
- Qwen 3.8 Flash
Strong self-hosted/Compliance-ready Slack alternative for technical buyers.
- DeepSeek V4 Pro
Self-hosted and open-source for teams that demand full data control.
- GLM-5.3
Security-focused open-source chat favored by developers and regulated industries.
- Kimi K3
Best self-hosted open-source option for security-conscious organizations.
- Mistral Large 4
Top self-hosted choice for security-conscious and regulated industries.
- Nemotron 3 Ultra
Self-hosted, open-source, high data control
Tracked since October 25, 2026. Each time the panel answers these questions again, both shares are added here.
Question by question
Share of all answers that named each, every wording pooled, with its place among every product named · Both-named questions first
| Question | Google Chat | Mattermost |
|---|---|---|
| Best team chat apps | 98% #3 | 90% #5 |