ClusterFuzz vs FuzzForge
ClusterFuzz
google.github.io
FuzzForge
fuzzforge.aiSide by side
| Figure | ClusterFuzz | FuzzForge |
|---|---|---|
| Price from | Free | — |
| Free plan | Yes | — |
| Free trial | — | — |
| Open source | — | — |
| Web | Yes | Yes |
| Windows | Yes | — |
| macOS | Yes | — |
| Linux | Yes | — |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 0 |
| Spec score · Fuzz Testing Software | 8.9 (#2) | 7.5 (#14) |
| Integrations | The overview lists Monorail and Jira as example issue trackers and Firebase for authentication; the architecture page says Monorail is currently the only supported bug tracker. | FuzzingLabs describes workflows that combine tools such as Semgrep, CodeQL, AFL, LibFuzzer, Ghidra, angr and QEMU. |
| Purpose | ClusterFuzz is scalable fuzzing infrastructure that finds security and stability issues in software. | FuzzForge runs fuzzing, emulation and reverse engineering campaigns for embedded and connected product security testing. |
| Support | Users can file a GitHub issue to ask questions, request features, or ask for help. | The product page offers a demo request and describes campaign findings as work engineers can pick up and verify. |
Plans
In their own words
ClusterFuzz
ClusterFuzz is open-source infrastructure for finding security and stability problems in software through fuzzing. It supports coverage-guided engines libFuzzer, AFL++, and Honggfuzz, alongside blackbox fuzzing. Its workflow can find crashes, group duplicates, minimize testcases, use bisection to locate regressions, and verify fixes. It can also file, triage, and close bugs automatically. Google uses ClusterFuzz across its products and as the fuzzing backend for OSS-Fuzz. The system is designed to run on clusters of any size; Google’s instance runs on 30,000 VMs. Production deployments use Google Cloud services, including App Engine, Cloud Storage, Cloud Datastore, Cloud Pub/Sub, BigQuery, and Stackdriver Logging and Monitoring. Local instances are supported on Linux and macOS, with some BigQuery- and Stackdriver-dependent features disabled. Although the overview mentions Monorail and Jira as examples, the architecture currently supports only Chromium-hosted Monorail. The software runs on Linux, macOS, and Windows and is licensed under Apache-2.0. Its listed price is free.