FuzzForge

Web · Self-hosted

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Freedom report

One barScore 5.4

Free tierNo free tier on record
Open codeNo open-source code on record
Runs widely1 of 6 device platforms
DocumentedPlans, terms and facts published

FuzzForge is ranked #15 of 27 in fuzz testing software on Freedom251. It runs on Self-hosted, Web.

Compared on fuzz testing software

Free plan: Yes
Input generation methods: generation
Target types: codebases, binaries, containers, APIs, GraphQL, protocols, firmware, embedded systems
Crash triage: Yes
Execution mode: hybrid

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The record

What it does: FuzzForge runs fuzzing, emulation and reverse engineering campaigns for embedded and connected products.
Targets: It can test binaries, firmware images and source code, including third-party components supplied without source code.
Campaign results: Campaigns produce triaged crashes with replayable test cases and an SBOM built from the binary.
Automation: Specialized agents drive campaigns, while engineers can take over using industry tools they already know.
Audit logs: The platform logs every model request and reasoning chain.
Deployment: Deployment options include a hosted instance, a dedicated instance in the customer's cloud tenancy, Kubernetes on-premise, and an air-gapped deployment.
Air-gapped limits: Air-gapped deployment uses local open-weight models, has no network egress, and is priced above the standard on-premise licence.
Who it is for: The maker lists embedded product vendors, OEMs, government and defense, MSSPs, integrators, consulting and audit firms, and certification bodies as intended users.
Not a source-code scanner: The maker says FuzzForge does not replace researchers and is not a source-code scanner.
Support: A support level is included with the licence, and two higher support levels are available.
Licensing unit: For public sector procurement, the maker describes an annual licence per instance, with tiers based on target count and no per-seat or per-test billing.
Maker: FuzzingLabs describes FuzzForge as its flagship product for continuous offensive validation on firmware, binaries and embedded systems.
Founded: 2021
Headquarters: Near Paris

Where it ranks on Freedom251

Best Fuzz Testing Software in 2026#15 of 27

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Sources

fuzzinglabs.com/fuzzforge/· checked 5 Oct 2026
fuzzinglabs.com/solutions/government/· checked 5 Oct 2026
fuzzinglabs.com/about/· checked 5 Oct 2026
fuzzforge.ai· checked 28 Sept 2026