Frontend System Design: Redux Toolkit vs Zustand vs Jotai
Source: Dev.to
Why this comparison matters
As your React app grows, local state quickly becomes insufficient. You start dealing with:
- Shared data across screens
- Async API calls
- Caching
- Global UI state
- Predictable debugging
High‑level mental models
| Library | Mental model |
|---|---|
| Redux Toolkit | Centralized enterprise‑grade data system |
| Zustand | Simple global store accessed via hooks |
| Jotai | Atomic state pieces wired together |
Architecture diagrams
flowchart TB
UI -->|dispatch| Store
Store --> Reducers
Reducers --> Store
Store -->|select| UI
flowchart TB
UI --> Store
Store --> UI
flowchart TB
UI --> Atom1
UI --> Atom2
Atom1 --> Atom3
Redux Toolkit
Redux Toolkit is the official, opinionated way to use Redux. It enforces:
- Single source of truth
- Immutable updates
- One‑way data flow
- Predictability
import { createSlice } from '@reduxjs/toolkit';
const usersSlice = createSlice({
name: 'users',
initialState: [],
reducers: {
setUsers: (state, action) => action.payload,
},
});
Pros
- ✅ Best for large teams
- ✅ Powerful debugging with Redux DevTools
Cons
- ❌ More boilerplate than alternatives
Zustand
Zustand is a minimal global‑state library built on hooks. No reducers are required.
import create from 'zustand';
const useUserStore = create(set => ({
users: [],
setUsers: users => set({ users }),
}));
Pros
- ✅ Extremely simple API
- ✅ Very low boilerplate
Cons
- ❌ No enforced structure, which can lead to inconsistency in larger codebases
Jotai
Jotai is based on atomic state. Each piece of state is independent and composable.
import { atom } from 'jotai';
const usersAtom = atom([]);
const filteredUsersAtom = atom(get =>
get(usersAtom).filter(u => u.active)
);
Pros
- ✅ Fine‑grained re‑renders (atom‑level reactivity)
- ✅ Great for highly reactive UI
Cons
- ❌ Mental model can be harder to grasp for newcomers
Side‑by‑side feature comparison
| Feature | Redux Toolkit | Zustand | Jotai |
|---|---|---|---|
| Boilerplate | Medium | Very Low | Low |
| Mental model | Reducers & Actions | Hook‑based store | Atomic state |
| Debugging | ⭐⭐⭐⭐⭐ | ⭐⭐⭐ | ⭐⭐ |
| Async support | Excellent | Manual | Manual |
| Scalability | ⭐⭐⭐⭐⭐ | ⭐⭐⭐ | ⭐⭐⭐ |
| Learning curve | Medium | Low | Medium |
| Best for | Enterprise apps | Small–mid apps | Complex UI state |
Re‑render strategies
| Library | Strategy |
|---|---|
| Redux Toolkit | Selector‑based |
| Zustand | Subscription‑based |
| Jotai | Atom‑level reactivity |
Takeaways
- Jotai offers the most granular updates.
- Redux Toolkit provides the strongest predictability guarantees.
- Zustand is the simplest to adopt.
When to choose which library
| Scenario | Recommended library |
|---|---|
| Enterprise dashboard (100+ screens, multiple teams) | Redux Toolkit |
| Admin panel (small‑to‑mid size, fast iteration) | Zustand |
| Design tools / UI‑heavy apps (heavy derived state, performance‑critical) | Jotai |
| E‑commerce platform (large, long‑living) | Redux Toolkit |
| Side projects / prototypes | Zustand |
Decision guide
- App size – Larger, long‑living apps benefit from Redux Toolkit’s structure.
- Team size – Bigger teams need strong conventions (Redux) or clear boundaries (Zustand).
- Complex UI state – Choose Jotai for fine‑grained reactivity.
- Speed & simplicity – Zustand shines for rapid development.
Real‑world use‑case mapping
| Use case | Library | Reason |
|---|---|---|
| Global authentication state | Redux Toolkit | Centralized, easy debugging |
| Theme toggling across the app | Zustand | Simple hook‑based store |
| Interactive canvas with many independent objects | Jotai | Atom‑level updates avoid unnecessary renders |
Interview‑ready summary
- Redux Toolkit: Best for enterprise‑scale apps, offers devtools and strong conventions, but adds boilerplate.
- Zustand: Minimal API, great for small to medium projects, no enforced patterns.
- Jotai: Atomic state, ideal for UI‑heavy scenarios where performance matters, requires a different mental model.
Further reading
- System design articles: systemdesignwithzeeshanali
- Source code: