Best team chat apps
27 products named in 120 answers across 4 wordings
In nearly every answer
Contested
Element
How often 10 AI models recommend Element, what they say about it, and who they recommend instead, on the 1 buying question where it came up.
- Mention rate
- 12%of all answers on this question
- Best standing
- #15of 27 on Best team chat apps
- Buying questions
- 1where any model named it
- Never named it
- 5of 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
Never named it: Claude Haiku 5.5 Gemini 4 Argon DeepSeek V4 Pro GLM-5.3 Mistral Large 4
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 2
- GPT-6 Luna
Worth paying for when open standards, federation, and encrypted communication are priorities.
- Kimi K3
Matrix-based, end-to-end encrypted; ideal for privacy-focused teams.
Against the competition
Each question's products ranked by the share of all answers that named them, Element highlighted.
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 | 8 | 25 | 58 | 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 | 13 | 13 | 20 |
Head to head
Against the products named most often on the same questions
Work on Element? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.