The landscape
The all-in-one AI space has three main approaches: chat-focused platforms (Poe, Magai), team collaboration tools (Team-GPT), and full creative workspaces (Novodo). Each serves a different primary use case.
Feature matrix
| Feature | Novodo | Magai | Team-GPT |
|---|---|---|---|
| Starting price | Free / $39 mo | $19/mo | $15/mo |
| Claude + GPT models | Yes | Yes | Yes |
| Image generation | DALL-E 3 + Flux | Limited | No |
| Video generation | Runway Gen4 | No | No |
| Audio generation | ElevenLabs | No | No |
| Persistent memory | Memory Brain | No | Shared prompts |
| WhatsApp access | Yes | No | No |
| Server access | Yes | No | No |
| Email/Calendar | Yes | No | No |
| GitHub integration | Yes | No | No |
| Team collaboration | Workspaces | No | Yes (core feature) |
| API access | Yes | Yes | No |
Magai
Magai is a solid multi-model chat platform that's been around longer than most competitors. It bundles several text models with some image generation capability. The interface is clean and straightforward.
Limitations: no video, no audio, no persistent memory, no integrations beyond the chat. The model selection is smaller than competitors. The interface feels a generation behind newer platforms.
Best for: users who want simple multi-model chat at the lowest price point.
Team-GPT
Team-GPT focuses on collaboration — shared conversations, team folders, usage analytics, and admin controls. It's designed for businesses that want to give their team access to AI with oversight.
Limitations: no creative tools (image, video, audio), no persistent brand memory, no external integrations. It's a team chat tool, not a creative workspace.
Best for: teams that need shared AI access with admin controls and usage tracking.
Novodo
Novodo is the most feature-complete of the three — full creative tools (text, image, video, audio), persistent Memory Brain, external integrations (WhatsApp, Gmail, Calendar, GitHub, server access), and workspace separation for different brands or projects.
The tradeoff: it's pricier than the other two at the starter level. And if you only need basic chat, the extra capabilities are paying for features you won't use.
Best for: creators and businesses who use AI across multiple content types and need brand consistency and tool integration.
The honest verdict
If you only chat with AI: Magai at $19 or Team-GPT at $15 is enough.
If you need creative tools plus chat: Novodo is the only option that includes image, video, and audio generation with persistent memory.
If you need team features: Team-GPT for pure team collaboration, Novodo workspaces for brand-separated team workflows.