Picking a state manager in 2025 shouldn’t feel like choosing a religion. If you’re building modern React apps—including React 19 with the Compiler, Server Components, and Actions—your short list often comes down to Zustand vs Redux Toolkit. Both are proven, production‑grade, and thrive in large ecosystems. But they optimize for very different developer experiences. This comparison cuts through framework lore and gets practical: when each shines, where they struggle, and how to implement them without painting yourself into a corner.

Quick comparison overview: Zustand vs Redux Toolkit
| Category | Zustand | Redux Toolkit |
|---|---|---|
| Concepts | Tiny store, setters, selectors, middleware | Slices, reducers, actions, RTK Query (optional) |
| Boilerplate | Minimal | Low (via RTK), but more structure |
| TypeScript DX | Great with inferred setters + selectors | Excellent—types flow through slices and createAsyncThunk |
| Performance | Fine‑grained selectors prevent re‑renders | Memoized selectors + Immer; predictable updates |
| Async/Data fetching | Bring your own (fetch, React Query, custom) | RTK Query built‑in (caching, revalidation) |
| Ecosystem & tooling | Lean; Devtools & middleware available | Rich devtools, time‑travel, ecosystem maturity |
| Team scaling | Great for feature pods and local/global hybrids | Great for large teams with conventions |
| Best for | Local + lightweight global state, microfrontends | Complex apps, cross‑cutting rules, shared caches |

Zustand vs Redux Toolkit: what problem are you solving?
Before choosing a tool, separate UI state (toggles, wizards, transient preferences) from server state (fetched data with caching and revalidation). In 2025, React Server Components (RSC), Actions, and libraries like TanStack Query reduce what needs to live in a global client store. Your decision is less “which global store?” and more “what should be global at all?”
- Use Zustand when you want a tiny, ergonomic store for UI and some global primitives with zero ceremony.
- Use Redux Toolkit when you want conventions, predictability, built‑in async patterns, and a shared language for large teams. Pair with RTK Query when server state must be cached client‑side.
Head‑to‑head feature analysis
1) Developer experience & learning curve
Zustand feels like React hooks with superpowers. Define a store, call a hook, pick a slice via a selector, done. New team members ramp quickly because there are fewer concepts.
// Zustand store (TypeScript)
import { create } from 'zustand'
type CountState = {
count: number
inc: () => void
dec: () => void
}
export const useCount = create<CountState>((set) => ({
count: 0,
inc: () => set((s) => ({ count: s.count + 1 })),
dec: () => set((s) => ({ count: s.count - 1 })),
}))
// In component
const c = useCount((s) => s.count) // selector prevents unrelated re-renders
Redux Toolkit trims classic Redux boilerplate with createSlice, configureStore, Immer, and thunks. You still get explicit action names and serializable updates, which pay dividends in debugging.
// Redux Toolkit slice (TypeScript)
import { configureStore, createSlice } from '@reduxjs/toolkit'
const counter = createSlice({
name: 'counter',
initialState: { count: 0 },
reducers: {
inc: (state) => void (state.count += 1),
dec: (state) => void (state.count -= 1),
},
})
export const { inc, dec } = counter.actions
export const store = configureStore({ reducer: { counter: counter.reducer } })
// In component with react-redux
import { useSelector, useDispatch } from 'react-redux'
const count = useSelector((s: RootState) => s.counter.count)
const dispatch = useDispatch()
2) Performance and re‑renders
- Zustand encourages per‑property selectors—only components that select a changed field re‑render. The internal equality check and shallow compares are battle‑tested. It’s easy to keep components snappy without memo soup.
- Redux Toolkit relies on selector memoization (
reselect) and normalized data shapes for predictable render behavior. With good selectors, perf is excellent, even at scale.
3) Async workflows and server state
- Zustand: bring your own data layer. Many teams pair Zustand with TanStack Query for server state and keep Zustand for UI and cross‑component coordination.
- Redux Toolkit: RTK Query provides fetching, caching, invalidation, and revalidation out of the box. If you want one library for both app state and client caching, RTK is compelling.
4) TypeScript, testing, and tooling
- Zustand types are ergonomic—especially with setter inference and selectors. Unit testing is straightforward (call setters, assert state).
- Redux Toolkit shines with rich devtools, time travel, action logging, and mature testing patterns. In regulated domains or big teams, the auditability matters.
5) RSC/Actions/React 19 compatibility
Both work well in React 19 client components. For Server Components, keep stores and subscriptions on the client boundary—don’t push global client stores into RSC. Use React Actions for mutations that belong on the server, and only mirror what the UI needs in your client state. See our companion explainer: React 19 Compiler: What it changes and why.

Pricing and licensing
Both Zustand and Redux Toolkit are open source under permissive licenses (MIT). There’s no direct cost. Your trade‑offs are developer time, complexity, and future maintenance.
Use‑case scenarios: when to choose each
Choose Zustand if…
- You want a tiny store for UI state, modals, multi‑step forms, wizards, media players.
- You prefer a minimal API and local‑first mental model with opt‑in global slices.
- You pair it with TanStack Query or RSC for server data and keep the store lean.
- You ship microfrontends or feature pods and want isolated, testable stores per surface.
Choose Redux Toolkit if…
- You need strong conventions, action logging, and devtools across a large team.
- You want built‑in async patterns and a first‑class client cache (RTK Query).
- Your domain has cross‑cutting policies (audit, undo/redo, time travel debugging).
- You have a complex entity graph that benefits from normalized slices and selectors.
Performance benchmarks (what to measure)
Raw microbenchmarks don’t reflect app reality. Instead, measure:
- Commit time on interactions that update hot paths (e.g., typing, drag‑drop).
- Re‑render count for key components with Profiler and why‑did‑you‑render.
- Bundle impact (tree‑shaken size with your chosen features).
- Async cache hits and over‑fetch frequency (if using RTK Query or TanStack Query).
Both libraries can hit 60fps for UI interactions when you design selectors and state shape thoughtfully.
Integration patterns and examples
Pattern A: TanStack Query + Zustand (split server and UI state)
// Server state: TanStack Query
const { data, isLoading } = useQuery({ queryKey: ['todos'], queryFn: fetchTodos })
// UI state: Zustand
const { filter, setFilter } = useTodosUi((s) => ({ filter: s.filter, setFilter: s.setFilter }))
// Render derived list
const list = useMemo(() => applyFilter(data ?? [], filter), [data, filter])
Pattern B: Redux Toolkit + RTK Query
// api.ts
export const api = createApi({
reducerPath: 'api',
baseQuery: fetchBaseQuery({ baseUrl: '/api' }),
endpoints: (builder) => ({
getTodos: builder.query<Todo[], void>({ query: () => 'todos' }),
}),
})
// store.ts
export const store = configureStore({
reducer: { [api.reducerPath]: api.reducer, counter: counter.reducer },
middleware: (gDM) => gDM().concat(api.middleware),
})
// component
const { data } = api.useGetTodosQuery()
Security, resilience, and compliance
- Serializable state: Redux encourages serializable updates for time‑travel and persistence. Zustand is flexible—just keep state serializable if you persist or sync it.
- Error boundaries: Wrap complex widgets; don’t let store consumers crash the whole tree.
- Testing: For both, isolate logic (reducers or store setters) and add unit tests for business rules. Components should test via the hook/selector API.
Implementation guide: migrating without a rewrite
- Inventory state: Tag server state (fetchable) vs UI state (ephemeral). Move server state to RSC/Actions or a client cache (RTK Query/TanStack Query).
- Strangle the old store: Create a new store/slice per feature, route new code to it, and slowly unplug legacy selectors.
- Stabilize selectors: Coalesce derived data into memoized selectors or computed getters; cut component work.
- Add instrumentation: Profiler marks, re‑render counters, and action logs to compare before/after.
- Keep types green: Introduce types at the store boundary first; let inference carry you through functions.

Final recommendations
- If your app mostly needs UI orchestration and a few global flags, pick Zustand.
- If your app needs conventions, logging, and a client cache with invalidation, pick Redux Toolkit + RTK Query.
- Let the server own data (RSC/Actions or your backend). Mirror only what the UI needs on the client.
- Design selectors first. Performance follows state shape and selection strategy.
Frequently asked questions
Is Redux “overkill” for small apps in 2025?
Often, yes. React + local state + TanStack Query suffices. Reach for Redux Toolkit when you need structure, devtools, or a unified client cache with policies.
Can I use Zustand and RTK Query together?
Yes. Keep server data in RTK Query and UI state in Zustand. It’s a clean split and common in production.
Which integrates better with React Server Components?
Both are client‑side stores. Fetch in RSC or Actions and pass serialized props to client components; hydrate stores at the client boundary if needed.
Will React 19’s Compiler make my store choice irrelevant?
No. The Compiler optimizes rendering, not app‑state architecture. Good selectors and state design still matter.
What about signals libraries—should I switch?
Signals can shine for fine‑grained reactivity. But Zustand/RTK remain mainstream with great ecosystems. Don’t switch without a clear perf or DX win for your app.
How do I avoid over‑fetching with Redux Toolkit?
Use RTK Query’s cache keys, invalidation, and polling wisely. Coalesce endpoints, and prefer providesTags/invalidatesTags over manual cache busts.
Does Zustand support devtools and time travel?
Yes via middleware (e.g., devtools). Time travel works for serializable state.
What’s the safest persistence approach?
Persist only what you must (auth, lightweight preferences). For Redux, use redux-persist; for Zustand, use persist middleware. Encrypt or scope sensitive data.
How big can a Zustand app get?
Very large. The key is modular stores and disciplined selectors. Add structure with folders and naming conventions.
Can I migrate from Redux to Zustand incrementally?
Yes—create feature stores in Zustand, route new components, and retire Redux slices gradually. Use bridges during the transition.
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Go deeper: related internal guides
- React 19 Compiler: What changes and why — how the compiler affects rendering patterns.
- REGEXEXTRACT Google Sheets 2025 — data cleaning workflows (for your developer ops).
Official docs & trusted sources
- Zustand documentation: docs.pmnd.rs/zustand
- Redux Toolkit docs: redux-toolkit.js.org
- RTK Query: redux-toolkit.js.org/rtk-query
- React 19 docs: react.dev
- TanStack Query: tanstack.com/query

