Best team chat apps
27 products named in 120 answers across 4 wordings
In nearly every answer
Contested
How often 10 AI models recommend Flock, what they say about it, and who they recommend instead, on the 1 buying question where it came up.
Share of each model's answers that named it, at any position · The black tick marks the panel average
Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.
Each model's one-line reason for recommending it, from its first answer
Lightweight messaging with built-in polls and to-dos at a modest price.
Budget-friendly option packing built-in to-dos, polls, and reminders into team channels.
Simple all-in-one messaging with useful boards and tasks.
Affordable, straightforward alternative with built-in productivity tools.
Straightforward messaging with useful built-in polls, to-dos, and reminders.
Affordable with built-in productivity tools like polls and tasks.
Lightweight, affordable, and easy to deploy for SMBs.
Affordable all-in-one with built-in video, docs, and polls for budget teams.
Built-in productivity tools, affordable pricing
Each question's products ranked by the share of all answers that named them, Flock highlighted.
27 products named in 120 answers across 4 wordings
In nearly every answer
Contested
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 | 67 | 58 | 42 | 17 | 100 | 92 | 92 | 58 | 50 | 100 |
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 | 57 | 80 | 67 | 67 |
Against the products named most often on the same questions
Work on Flock? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.