CopilotKit vs tutti

CopilotKit and tutti are both large language models tracked by AIDiveForge. Below is a side-by-side comparison of pricing, capabilities, platforms, and ownership — sourced from each tool's live website and verified before publishing.

CopilotKit

The core model is a React and Angular SDK that connects your existing frontend to whatever agent backend you're already running — LangChain, CrewAI, or a custom setup — via the AG-UI protocol, a bi-directional event stream the vendor describes as 'the general-purpose connection between a user-facing application and any agentic backend.' Agents render rich UI cards, forms, and widgets inline as they work, not just text responses. Thread and state persistence is handled automatically across sessions. The friction point arrives when your deployment target isn't a web surface: Slack and Teams connections are flagged as early access, which means you're betting on a roadmap, not a shipping feature. Teams with strict approval gates before agent actions can wire those checkpoints in, but the docs describe this as a configuration responsibility rather than a built-in guardrail system.

tutti

The core idea: instead of agents exchanging summaries, they share a live project state. Codex sees exactly what Claude changed, what's running, and what's pending — no copy-paste required. The `@` reference system lets any agent or teammate pull from any file or conversation in the workspace without re-uploading. A GUI control center surfaces every pending approval and running task in one view, so you sign off without opening a terminal. The ceiling appears when your workflow involves agents outside Tutti's supported roster or when you need fine-grained infra control — the platform is built for GUI-driven coordination, not headless pipeline automation.

Attribute	CopilotKit	tutti
Pricing	Paid	Free
Price	$39/developer/month	—
Free trial	No	No
Open source	Yes	Yes
Has API	Yes	No
Self-hosted option	Yes	No
Platforms	React, Angular, Mobile, Slack, and Teams	—
Released	2023	—
Pros	Agent-rendered interactive UI components inside your existing app, so users can act on agent outputs directly rather than copying text into separate workflows. AG-UI protocol creates a bi-directional connection between your frontend and any agent backend, which means swapping LangChain for CrewAI — or adding a second framework — doesn't require rebuilding the UI integration layer. Automatic thread and state persistence across sessions, so users don't lose context when they close and reopen the app — a failure mode that breaks trust fast in production copilot features. MIT-licensed core with a self-hosted option, so teams with data residency or air-gap requirements can deploy without routing traffic through vendor infrastructure. First-party integrations with LangChain, CrewAI, and other established agent frameworks, which means you wire CopilotKit into an agent stack you already trust rather than migrating to a proprietary runtime.	Shared live project state across agents, so Codex reads exactly what Claude produced without a re-briefing step — eliminating the context decay that compounds across every handoff. The `@` reference system lets any agent pull any file or conversation from the workspace by name, so the copy-paste loop between agent sessions stops entirely. Goal-to-task decomposition with manual assignment review, so you keep control over which agent runs each step without scripting the breakdown yourself. Apps run inside the workspace and are callable by agents using existing subscriptions, so Claude can write a PRD and directly invoke a design tool without switching windows or re-authenticating. GUI control center aggregates every running task and pending approval in one view with one-click sign-off, so you stay in the loop without monitoring separate agent sessions across multiple tabs.
Cons	Slack and Teams deployment surfaces are flagged as early access on the vendor page — if your product requires agents embedded in those platforms as a shipping feature, you are taking on roadmap risk, and teams with a hard Slack-first requirement will reach for a dedicated bot framework instead. The Enterprise Intelligence Platform features are paid-only with limited public documentation on what they cover, so you discover the billing boundary during scoping rather than before it — teams building toward production without a clear feature inventory hit this when they need capabilities that aren't in the MIT core. The framework is front-end SDK-first, which means backend agent logic, guardrails, and approval flows are your responsibility to wire — teams that need a managed agent runtime with built-in policy controls will find CopilotKit solves the UI layer but leaves the safety layer to them, and will likely add a separate orchestration service alongside it.	Teams that need headless, programmatic pipeline control — triggering agents via API, chaining steps based on returned values, running without a GUI — hit a structural wall. Tutti is built around a visual workspace; there is no evident scripted orchestration layer for fully automated pipelines. Those teams move to a code-first framework or an API-driven orchestration tool instead. The in-workspace app catalog is community-and-vendor-built and early-stage. When a workflow requires an app or integration that does not exist in the catalog, teams either build a custom app (which requires development time Tutti does not eliminate) or accept that the agent must leave the workspace to use an external tool, breaking the shared-state model. Agent support is bounded by whichever models Tutti explicitly connects — Claude, Codex are named in the vendor content. Teams running workflows on models or providers outside that set cannot bring those agents into the shared workspace, which forces the same copy-paste context problem Tutti exists to solve.

Bottom line

CopilotKit is paid while tutti is free; only CopilotKit can be self-hosted; only CopilotKit exposes a public API. Pick the difference that actually blocks you.

Frequently asked questions

What is the difference between CopilotKit and tutti?

CopilotKit is Paid and open source, while tutti is Free and open source. Compare pricing, free trial, API, platforms, and pros/cons in the table above on AIDiveForge.

Is CopilotKit better than tutti?

It depends on your workflow. Use the side-by-side attributes (pricing, open source, API, self-hosted, platforms) to decide. AIDiveForge does not rank a universal winner — we publish verified facts so you can choose.