What are the best feature flag tools in 2026?

The one whose bill you can predict. PostHog for most startups, GrowthBook if your flags exist to run experiments, Unleash to keep everything on your own servers, LaunchDarkly when governance matters more than price.

A feature flag is a switch in your code that turns a feature on or off without shipping a new build. Teams use them in four ways: release to 5% of users first, run an A/B test, kill a broken module in seconds, and gate a feature behind a paid plan.

Short answer: PostHog is the best pick for most startups, with 1 million free flag requests a month, no per-seat price and an EU cloud. GrowthBook wins if experimentation is the point, because it reads results straight from your data warehouse. Unleash and Flagsmith are the open source options you can run yourself. ConfigCat never charges for seats. LaunchDarkly is still the most complete platform, and the most expensive once traffic grows.

Every tool here handles a percentage rollout. What separates them is the meter. Each vendor bills a different unit (seats, requests, monthly active users, server connections, events), and the right pick is the one whose meter grows slower than your business.

Romain CochardCEO of Hack'celeration
Updated 20266tools ranked5billing meters explained5other options reviewed

Our ranking is editorial: a sponsored spot is always labeled on its card, and no affiliate link ever changes a score.

At a glance

6 feature flag tools side by side

Starting prices hide the real story. The "What you pay for" column shows the unit each vendor meters, which decides whether the tool stays affordable when your product takes off.

Best forWhat you pay forFree planTeam sizeVisit
1PostHogBest for startupsFlag requests, cheaper at volume4.5/5$0 up to 1M requests/mo✓Startups, product teamsVisit →
2GrowthBookBest for experimentationSeats ($40), then CDN traffic4.4/5Pro $40/seat/mo✓Product and data teamsVisit →
3UnleashBest to self-hostSeats ($75); unlimited seats in open source4.3/5Pay-as-you-go $75/seat/mo✓Engineering-led teamsVisit →
4FlagsmithSimplest open sourceRequests, with a member cap4.2/5Start-Up $40/mo billed yearly✓Small teamsVisit →
5ConfigCatMost predictable billConfig downloads and flag count4.1/5Pro $110/mo✓Large engineering teamsVisit →
6LaunchDarklyBest for enterpriseClient-side MAU and server connections4.1/5Foundation: $10 per server connection after 5✓EnterprisesVisit →

Prices from each vendor's official pricing page in 2026, in USD. LaunchDarkly lists two amounts per 1,000 client-side MAU ($8.33 and $10): the table shows the server connection price, the one with no ambiguity.

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How we rank

How we compared and scored

Most top-ranking lists for this query are published by a vendor that puts itself first. Several quote prices from an older pricing page, none explains what each tool meters, and few say where your flag data lives.

We compared each vendor's official pricing page and technical docs (billing units, hosting regions, licenses), then read developer threads from teams who picked a tool for real work. The bar for the ranking: a public, readable price and a free tier or open source edition to start. Harness FME (formerly Split), Optimizely, AB Tasty and Kameleoon are left out because they sell on quote only.

Value and features weigh a little more than the rest, because that is where these tools actually split: cost at scale, and whether you get experimentation, local evaluation and approval workflows.

  1. Ease of useTime to ship a first flag, how readable the UI is for a product manager.
    20%
  2. Value for moneyFree tier, tier pricing, what happens when traffic or headcount doubles.
    25%
  3. Features and depthTargeting, gradual rollouts, A/B testing, local evaluation, approvals, audit log.
    25%
  4. Support and onboardingDocs quality, support by plan, user feedback.
    15%
  5. IntegrationsSDK count, OpenFeature provider, data tools.
    15%
6tools ranked
4quote-only tools left out
2026pricing checked

No affiliate link changes a score or a rank.

1
Best feature flag tool for startups

PostHog

4.5/5

PostHog is a product analytics suite that also ships feature flags, experiments, session replay and surveys. That bundle is the reason to pick it: a flag in PostHog is tied to usage data from day one, no second tool to wire up.

Billing follows requests to its flags endpoint. The first million each month is free. After that you pay $0.0001 per request between 1M and 2M ($100 per million), $0.000045 up to 10M, $0.000025 up to 50M and $0.00001 beyond. There is no seat price, so a team of 3 and a team of 30 pay the same.

Watch what counts as a request. Every page load, every identify() call and every person property update triggers one, even when your code never reads the flag. On the backend, local evaluation fixes most of it: your server pulls flag definitions and decides on its own. A server polling every 30 seconds uses roughly 86,400 requests a month with an ETag-aware SDK, and about ten times more without it. Ten servers without ETag land near 8.6M requests, around $400 a month; with ETag they stay free.

PostHog Cloud EU runs in Frankfurt at no extra cost. The code is MIT licensed and runs with Docker Compose, but PostHog discourages self-hosting and does not support it.

Standout features
  • 1M free flag requests every month
  • Flags, A/B tests, analytics and replay in one product
  • EU cloud in Frankfurt at the same price
  • Billing limit: past it, SDKs fall back to your default value
+Pros
  • ✓No seat pricing, the whole company can use it
  • ✓Volume pricing published tier by tier
  • ✓Every flag connects to usage data instantly
−Cons
  • ✗Each identify() or reload counts, even if the flag is never read
  • ✗No local evaluation on Lambda or edge runtimes
  • ✗Self-hosting works but gets no vendor support
Verdict

The best default for a startup: free for a long time, no seat tax, analytics built in. Set a billing limit on day one and move your servers to local evaluation.

See PostHog flags →
2
Best feature flag tool for experimentation

GrowthBook

4.4/5

GrowthBook started as an A/B testing platform, and flags are how you launch the tests. It does not hoard your event data. It queries your warehouse directly (BigQuery, Snowflake, Postgres and more) and runs the stats, Bayesian or frequentist, your call.

Cloud Starter is free with no card: 3 users, 1 project, unlimited flags and experiments, 1M CDN requests a month. Pro costs $40 per seat per month for up to 30 users and adds CUPED variance reduction, sequential testing and bandits. Past 2M CDN requests you pay $10 per million. The self-hosted edition is free with one project and unlimited users and requests.

The catch: with no warehouse or analytics stack, you only get half the product. One developer put it bluntly in a thread about the tool: you have to bring your own analytics. The license is open core, mostly MIT with some folders under an enterprise license.

Standout features
  • Bayesian or frequentist stats
  • Warehouse-native: results computed where your data lives
  • 24 SDKs
  • Free self-hosting with unlimited users
+Pros
  • ✓The strongest experimentation engine at this price
  • ✓Free to start, cloud or self-hosted
  • ✓Your event data never leaves your warehouse
−Cons
  • ✗Seat pricing: 10 people on Pro is $400 a month
  • ✗Little value for measurement without a warehouse
  • ✗Open core, not fully open source
Verdict

Pick it if your team thinks in experiments first. If all you need is an on/off switch, it is more tool than you need.

See GrowthBook plans →
3
Best open source feature flag tool to self-host

Unleash

4.3/5

Unleash is the go-to open source option for pure feature management: gradual rollouts, segments, activation strategies and kill switches. No experimentation engine, by design. It is built for release control, not measurement.

The open source edition is free with unlimited seats, capped per instance at 1 project, 2 environments and 5,000 flags, with no SSO, fine-grained RBAC or change approvals. Need those and you move to Pay-as-you-go at $75 per seat per month, no minimum in the cloud, five seats minimum self-hosted, with 53M API requests a month included and $5 per extra million. Paid plans let you choose US or EU data residency.

License note: since v8, the server ships under AGPLv3, while the official Docker images and SDKs stay Apache 2.0. For internal use nothing changes; if you modify the server and expose it to third parties, have someone read the license. The recurring complaint in developer threads is a UI that feels heavier than a small team needs.

Standout features
  • Open source server with unlimited seats
  • 53M API requests a month included on paid plans
  • US or EU data residency on paid plans
  • Cloud, self-hosted or hybrid on Enterprise
+Pros
  • ✓Free forever when you run it yourself
  • ✓Built around rollouts and kill switches, nothing extra
  • ✓No request surprises on paid plans
−Cons
  • ✗Open source capped at 1 project and 2 environments
  • ✗SSO and approvals only on paid plans at $75 a seat
  • ✗No built-in A/B testing
Verdict

The right pick to own your infrastructure. Once compliance asks for SSO and approvals, though, its seat price is the steepest in this ranking.

See Unleash pricing →
4
Simplest open source feature flag tool

Flagsmith

4.2/5

Flagsmith covers flags, remote config (change a value, not only on/off) and basic multivariate tests. The UI is friendlier than Unleash, and the code is open source, deployable with Docker, Helm, OpenShift or even fully air-gapped.

The free plan gives 50,000 requests a month for a single member. Start-Up is $40 a month billed yearly ($45 monthly) for 1M requests and 3 members. Scale-Up is $250 ($300 monthly) for 5M requests and 5 members, expandable to 20 at $50 per extra member. On a paid plan, your first overage gets a 30-day grace period as long as you stay under 200% of quota; on the free plan you get 7 days to upgrade.

Its core API sits in the EU, and an Edge API replicated across 8 AWS regions cuts latency elsewhere. Public reviews are strong (around 4.8 out of 5), with three complaints: the member cap, gaps in the API docs, and advanced on-premise features locked behind a pricey Enterprise plan.

Standout features
  • Flags plus remote config
  • EU core API, Edge API in 8 regions
  • Self-hostable, even air-gapped
  • 30-day grace period on first overage
+Pros
  • ✓Quick to learn, clean interface
  • ✓Low entry price on paid plans
  • ✓EU hosting with no add-on to buy
−Cons
  • ✗Free plan limited to one member
  • ✗Member caps on every plan
  • ✗Advanced on-premise features reserved for Enterprise
Verdict

The best middle ground for a small team that wants open source without the weight. Your headcount, not your traffic, is what will push you up a plan.

See Flagsmith plans →
5
Most predictable feature flag pricing

ConfigCat

4.1/5

ConfigCat does flags and remote settings, served from a CDN, and does them well. No A/B engine. In return, it is the easiest tool here to reason about, and seats are unlimited on every plan, from free to Dedicated.

The meter is config downloads. Forever Free includes 5M a month but caps you at 10 flags, 2 environments and 2 products. Pro is $110 a month for 25M downloads, 100 flags and 3 environments. Smart is $325 with unlimited flags and environments, Enterprise $900 for 1 billion downloads. Annual billing saves up to 10%.

The "EU Only" option publishes your configs to the EU CDN only. The company is based in Budapest and holds ISO 27001. Users praise the price and simplicity, and warn that it is not built for advanced experimentation.

Standout features
  • Unlimited seats on every plan
  • "EU Only" config publishing
  • Open source SDKs
  • ISO 27001 certified
+Pros
  • ✓Flat bill, easy to budget
  • ✓Support and product can all log in for free
  • ✓Nothing experimentation-related to learn
−Cons
  • ✗Free tier capped at 10 flags
  • ✗No A/B testing
  • ✗Proprietary service, on-prem only on Dedicated
Verdict

The pick when you have 40 engineers and refuse to pay for 40 seats. If you want to measure tests, look elsewhere.

See ConfigCat plans →
6
Best feature flag platform for enterprise

LaunchDarkly

4.1/5

LaunchDarkly built this market and is still the deepest platform: 30 SDKs, granular targeting, experimentation, error and session monitoring, and Guardian, a paid add-on that rolls back a release when your metrics degrade. If you need approvals, custom roles and SCIM, it is the reference.

Developer is free with no card: unlimited seats and flags, 5 server connections and 1,000 client-side MAU (monthly active users seen by a web or mobile SDK). Foundation, billed yearly, adds $10 a month for each server connection past the first 5, plus client-side MAU in blocks of 1,000. The pricing page shows two numbers for that block, $8.33 on the plan card and $10 in the comparison table, so budget for the higher one. At 50,000 client-side MAU that is already $417 to $500 a month before servers. Enterprise is quote-based.

Server connections are the meter people underestimate. One connection is one server SDK instance per environment: staging counts, every forked Python or Ruby worker counts, and a polling PHP SDK counts one connection per 732 requests. Reviewers say it plainly: pricing climbs fast with usage, and flags are easy to create but hard to retire. A dedicated EU region runs in Frankfurt, while monitoring and CDN stay in the US.

Standout features
  • 30 SDKs and very granular targeting
  • Guardian automatic rollback, as an add-on
  • Dedicated EU region in Frankfurt
  • Unlimited seats, even on the free plan
+Pros
  • ✓Deepest governance and audit features
  • ✓Generous free plan on seats and flags
  • ✓Special pricing for Kubernetes and serverless
−Cons
  • ✗Two meters to watch: client MAU and server connections
  • ✗Most expensive tool here at equal traffic
  • ✗Approvals only on Enterprise
Verdict

The most complete platform, priced like it. Worth it for teams that use its governance every day; for everyone else, PostHog or Unleash handle the same rollout for a fraction of the cost.

See LaunchDarkly pricing →
Real cost

The meter behind your feature flag bill

Two tools with the same starting price can end up ten times apart. It all depends on what they count and how your product grows. Here are the meters in this market and who is least exposed to each.

Seats

Unleash ($75) and GrowthBook ($40) bill each person who logs in. Great for a small team with heavy traffic. Painful if product, support and sales should all flip flags.

Requests

PostHog, Flagsmith and ConfigCat count calls to their service. Your users' traffic drives the bill, not your headcount. Server-side local evaluation and caching cut this meter hard.

Monthly active users (MAU)

LaunchDarkly and DevCycle count users seen client-side. It is the riskiest meter for a consumer app: 100,000 MAU is $500 a month on DevCycle Business billed yearly, before overage.

Server connections

A LaunchDarkly specialty: each server SDK per environment. A microservice setup with dev, staging and production multiplies connections while your traffic stays flat.

Events

Statsig bills neither seats nor flag checks, only analytics events and experiment exposures. A flag held at 0% or 100% costs nothing.

Configurations received

On AWS AppConfig the request is nearly free; each configuration received, at $0.0008, is what adds up. AWS's own example: 2,000 targets polling every 2 minutes, a config changed 3 times a day, $152.64 a month.

  • Estimate client-side MAU a year from now, not today
  • Count environments: staging often bills like production
  • Ask whether a flag your code never reads is still billed
  • Check for a billing cap and what SDKs do when it is hit
How to choose

How to choose a feature flag tool

Ask these in order. The first two rule out half the market.

Measure, or just ship safely?

To measure: GrowthBook, PostHog, Statsig, LaunchDarkly or DevCycle. To ship safely: Unleash, ConfigCat, Flipt or Flagsmith do the job for less.

SaaS or self-hosted?

Unleash, GrowthBook, Flagsmith and Flipt run on your servers. The software is free; operating it (upgrades, backups, high availability) is not. If nobody wants to own it, go cloud.

Does data need to stay in the EU?

PostHog Cloud EU, Flagsmith, ConfigCat with EU Only, Unleash on paid plans, and LaunchDarkly's Frankfurt region (with US-based monitoring) all cover it.

Who will flip the flags?

If product and support should toggle features without an engineer, prefer a tool with no seat pricing (PostHog, ConfigCat, LaunchDarkly), or price the seats before signing.

Do you need approvals and audit?

In a regulated industry, yes. They almost always sit on the top tier: Enterprise at LaunchDarkly, paid plans at Unleash. Budget for them from day one.

Can you leave later?

Check for an OpenFeature provider, the open flag standard incubating at the CNCF. Your code calls a neutral API, and switching vendors means swapping providers. Targeting rules still have to be rebuilt.

  • An SDK for every language in your codebase, client and server
  • Server-side local evaluation, so flags add no network hop
  • A safe default value when the service is unreachable
  • A way to spot flags that are no longer evaluated
Not ranked

Other feature flag options worth knowing

These tools are solid, but one issue keeps them out of the ranking: an uncertain roadmap, a meter that climbs too fast, or a narrow use case. One of them may still fit you.

01

Statsig: free experimentation, with a question mark

Experiments

The Developer plan is free with no card, 2M events a month and unlimited seats; Pro is $150 a month. Flag checks are never billed. But OpenAI acquired Statsig in 2025. OpenAI says existing customers remain a priority; buyers in developer forums still ask whether the product will stay open to everyone. If you go with it, wire it through OpenFeature.

Free
2M events/mo
Pro
$150/mo
See Statsig pricing →
02

Flipt: flags that live in Git

GitOps

Flipt is open source and self-hosted only: a single binary with no dependencies. Flags live in Git and change through pull requests, like code. Pro, at $200 a month for up to 10 instances, adds pull requests from the UI. No A/B testing.

Open source
Free
Pro
$200/mo
See Flipt plans →
03

DevCycle: unlimited seats, paid by MAU

MAU

DevCycle, whose platform Dynatrace acquired, gives 1,000 client-side MAU and unlimited seats for free. Business is $500 a month billed yearly for 100,000 MAU, then $2.50 per extra 1,000. Worth a look if you already run Dynatrace.

Free
1,000 MAU
Business
$500/mo billed yearly
See DevCycle pricing →
04

AWS AppConfig: when everything already runs on AWS

Cloud

AppConfig manages flags and config inside your AWS account, billed per use: $0.0000002 per request and $0.0008 per configuration received. No product-friendly UI, no A/B testing: it is a platform team tool. Keep config changes infrequent, since that is what you pay for.

Pricing
Pay per use
For
Teams already on AWS
See AWS pricing →
05

Vercel Flags and Cloudflare Flagship: flags from your host

Edge

Vercel ships its own flags provider (rules, segments, environments), and Cloudflare opened Flagship as a public beta in 2026, evaluated inside Workers and built on OpenFeature. Neither lists a standalone price yet, so we do not rank them. Good to know: with the LaunchDarkly integration on Vercel, every flag change is a billed Edge Config write.

Pricing
No standalone price listed
For
Apps already on these platforms
Tips

Pay less and keep your flags clean

These settings come from vendor docs and from teams whose bill got out of hand. None takes more than an hour.

01

Set a billing limit on day one

Cost

On PostHog, once you hit the limit the flags endpoint returns a quota error and SDKs serve your default value. Your app keeps running, the bill stops. Each PostHog product has its own meter: set a limit on analytics and replays too if you turn them on.

Tool
PostHog
02

Move servers to local evaluation with ETag

Requests

Your server downloads definitions and decides on its own, no network call per user. With an ETag-aware SDK (Node 5.17.2, Python 7.13.0, Go 1.12.2 and later on PostHog), a poll with no changes costs 1 request instead of 10. Share the cache across instances too.

Gain
Up to 10x fewer requests
03

Hunt down ghost server connections

LaunchDarkly

On LaunchDarkly, set applicationId to see who consumes what, disable the SDK in CI, and route forked workers through the Relay Proxy. On PostHog, a breakdown by library and host surfaces forgotten environments still burning requests.

Tools
LaunchDarkly, PostHog
04

Skip flag loading where you do not need it

Frontend

In the browser, PostHog lets you disable flags on first load (advanced_disable_feature_flags_on_first_load) or bootstrap them from your server at render. You save a request per visitor and avoid UI flicker.

Effect
Fewer requests, steadier UI
05

Give every flag an expiry date

Hygiene

A forgotten flag is dead code waiting for someone to wake it up. Uber's in-house tool removed around two thousand stale flags. In 2012, Knight Capital repurposed an old flag that reactivated legacy code on a server nobody had updated, and the SEC sanctioned the firm. Keep a few flags at 100% on purpose as kill switches, and delete the rest.

Rule
One owner and one end date per flag
06

Before switching vendors, push rollouts to 0% or 100%

Switching

Each tool buckets users with its own hashing. A 30% rollout in one tool will not hit the same people in another. Finish or roll back partial releases before you cut over, then adopt an OpenFeature provider so the next switch is easier.

Trap
Users jump between variants
FAQ · 8 questions

Feature flags · FAQ

  • What is the best free feature flag tool?
    PostHog for most teams: 1M free requests a month with no member limit. If you only need a handful of flags, ConfigCat's free tier gives 5M downloads but just 10 flags. GrowthBook's free cloud covers 3 users. Flagsmith's free plan is single-member only.
  • What is the best open source feature flag tool?
    Unleash for pure flags, GrowthBook if you want experiments, Flipt if you want flags managed in Git. Read the license: the Unleash server is AGPLv3 since v8, and GrowthBook keeps some folders under an enterprise license. And remember that running it yourself costs engineering time.
  • Should you build feature flags in-house?
    A database table and an if statement are fine at first. The pain comes later: pushing changes to every service, caching, audit logs, letting product toggle on their own, gradual rollouts across platforms. By your second service, a free tool costs less than your time.
  • LaunchDarkly vs PostHog: which one?
    PostHog for a startup that wants flags and analytics together at a low price. LaunchDarkly for a large organization that needs approvals, custom roles and automatic rollback. At equal traffic, LaunchDarkly costs clearly more because it bills client-side MAU and server connections.
  • What is the cheapest feature flag tool at scale?
    It depends on how you grow. Heavy traffic with a small team: a seat-based tool like Unleash or GrowthBook. Large team with moderate traffic: ConfigCat, whose seats are always free. Backend-heavy usage: PostHog with local evaluation, which keeps requests low.
  • Do feature flags create technical debt?
    Yes, if nobody removes them. A flag sitting at 100% for six months is dead code with a switch. Give each flag an owner and an end date, and track which flags are no longer evaluated. Keep only the ones that serve as kill switches.
  • How do you switch feature flag vendors safely?
    Push every partial rollout to 0% or 100% first, since vendors bucket users differently. Then move your code to OpenFeature so it calls a standard API and the vendor becomes a swappable provider. Targeting rules still need to be recreated by hand.
  • Is Statsig still a safe choice after the OpenAI acquisition?
    For experimentation, it is still a strong product with a generous free tier. The risk is the roadmap: OpenAI says existing customers remain a priority, without more detail. If you pick it, go through OpenFeature so you can leave without rewriting code.
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