2026 Comparison Guide

Gremlin vs. Steadybit: What to Know

Both platforms run chaos experiments safely across a broad range of infrastructure. The difference is what you get back — experiment results or reliability measurement. Here's an honest comparison to help you decide.

50
%
Less
downtime
90
%
Faster DR testing
4 of 5
Largest
US banks

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Three Things to Consider Before You Choose

Both platforms can run chaos experiments safely. The right choice depends on what you need beyond that.

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Testing or measuring?

Steadybit is organized around experiments: discover targets, design tests, run them, report on what happened. Gremlin is organized around measurement: service-level reliability scores tracked over time and benchmarked across teams.

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Built-in or assembled?

Steadybit delivers capabilities through open-source extensions you deploy and maintain. Gremlin builds all capabilities into the platform and fully supports them as part of it.

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Do you need disaster recovery testing?

Gremlin includes centralized DR simulation with auditable, compliance-ready reporting. Steadybit has no dedicated DR workflow — you'd build it from general-purpose experiments.

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Side-by-Side Comparison

Gremlin vs. Steadybit, At a Glance

Where experiment design ends and reliability management begins.

CapabilityGremlinSteadybit
What it isReliability management platform built around service-level measurementChaos engineering platform built around experiment design and target discovery
InfrastructureBare metal, on-prem, AWS, Azure, GCP, multi-cloud, K8s, serverlessK8s, Docker, Linux/Windows hosts, VMs, AWS, Azure, GCP
DeploymentSaaS or Private EditionSaaS, on-prem, or air-gapped
Reliability scoringService-level score combining executed tests + passive detection, benchmarked across teamsNo service-level score; Reliability Advice checks targets against best practices
Passive risk detectionAcross every environment the agent coversBest-practice checks, Kubernetes-centric by default
Experiment libraryComprehensive: state, resource, network, application, DR200+ open-source actions, extensible in any language
SafetyHealth Checks, auto rollback, global halt, RBAC, MFABlast radius limits, pre-flight webhooks, Emergency Stop, RBAC
PricingPer-agent, unlimited testsTwo plans; unlimited agents/users/teams; enterprise features gated
Org reportingService-level scoring, cross-team benchmarking, executive reportingExperiment reports on fault types, results, team usage; audit log
DR testingCentralized DR simulation with auditable reportingNo dedicated DR testing workflow
AIReliability Intelligence: recommendations, analysis, remediation; MCP serverReliability Advice recommends experiments to run
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Key Differences

Where Gremlin and Steadybit Diverge

Both approaches have strengths. Here's where they differ most.

Steadybit

Experiment results

  • Reports on what experiments ran, what passed, and best-practice compliance for Kubernetes targets. Doesn't produce a service-level score that leadership can benchmark.
Gremlin

Reliability scores

  • Every service gets a standardized reliability score from active tests + passive detection. Scores roll up for cross-team benchmarking and executive reporting.
Steadybit

Extensions you maintain

  • Much capability delivered through open-source extensions you deploy and maintain. Extensible in any language, but your team is responsible for updating them.
Gremlin

Built into the platform

  • All capabilities built in and vendor-supported. Deploy an agent and get the full feature set. No extensions to operate.
Steadybit

No dedicated workflow

  • You can build experiments simulating zone/region failures using cloud extensions, but no purpose-built DR process, no auditable compliance-ready reporting.
Gremlin

Generally available, compliance-ready

  • Centralized DR simulation with auditable reporting. Top-5 US bank: 4,000 manual tests → full DR in 1/10 the time.
Steadybit

Two plans, enterprise features gated

  • Professional and Enterprise plans. On-prem, SAML, audit logs, reporting, pre-flight webhooks only in Enterprise plan.
Gremlin

Per-agent, full platform

  • One pricing model, full platform access. Cost tracks infrastructure, not team size.
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One of the largest banks in the world used Gremlin to go from running 4,000 distinct DR tests manually to completing full disaster recovery testing in a tenth of the time — a 90% reduction.

Gremlin in Production

What Enterprise Teams Achieve with Gremlin

50
%
Downtime reduction

At a Fortune 500 insurer

90
%
Faster DR testing

At a top-5 US bank

80
%
Testing time reduction

At a global auto parts retailer

60
Critical failure modes found

During 100M-customer migration

Gremlin allowed us to launch our new platform for Black Friday with zero major incidents.

“We developed our team's expertise to handle issues that other teams couldn't test. At the same time, we championed Chaos Engineering, demonstrating its value in rapidly evaluating various scenarios.”

Lead Performance Engineer

Sephora

Which Is the Right Fit?

Honest guidance to help you choose the right approach for your team.

Choose Steadybit if...

  • Circle Streamline Icon: https://streamlinehq.com
    Your workloads are primarily Kubernetes, containers, and cloud-native
  • Circle Streamline Icon: https://streamlinehq.com
    You value an open source extension ecosystem and want to write custom actions in your own language
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    You're in Europe and value a vendor with local presence and DORA familiarity
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    You want to start with developer-created custom experiments
  • You want unlimited agents and users included in your plan

Gremlin is a better fit if...

  • Circle Streamline Icon: https://streamlinehq.com
    You need a standardized reliability score per service, not just experiment results
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    You're accountable for reliability across a large portfolio and need cross-team benchmarking and executive reporting
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    You want comprehensive risk detection across bare metal, VMs, on-prem, multi-cloud
  • Circle Streamline Icon: https://streamlinehq.com
    You need disaster recovery testing with auditable, compliance-ready reporting
  • Circle Streamline Icon: https://streamlinehq.com
    You want AI-guided recommendations on what to fix, not just what to test
  • Circle Streamline Icon: https://streamlinehq.com
    You prefer capabilities built in and vendor-supported, not assembled from extensions
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