Our team is finally getting serious about code security scanning, and the shortlist has come down to Braintrust and Snyk. I've read the spec sheets, but I'm struggling to find unbiased comparisons from teams who've actually used both in a real dev workflow.
We're a mid-sized team (~25 devs) working on a mix of microservices (Node.js, Python) and a legacy monolith. Our main priorities are:
* Catching vulnerabilities before they hit PR, ideally in the IDE or pre-commit.
* Managing license compliance for our open-source dependencies.
* A workflow that doesn't grind CI/CD to a halt or drown us in false positives.
From my research, Snyk seems to be the default name everyone knows. Braintrust's approach, especially around their "agentless" architecture and how they handle prioritization, sounds interesting but less proven.
For those who have hands-on experience with one or, ideally, both:
* How did the developer experience compare? Was one noticeably less intrusive or faster in the CI pipeline?
* We've heard Snyk's vulnerability database is more extensive. In practice, did Braintrust miss anything critical that Snyk caught, or was their more focused approach actually beneficial?
* On pricing—Snyk's per-developer model is clear. Braintrust's "per-project" model seems flexible, but did it get complicated with many small repos or frequent new projects?
* Any major headaches with integration into GitHub Actions and Slack? We're also on AWS, so any specific cloud-native advantages for either?
I'm particularly wary of tools that generate a lot of noise. Real-world feedback on signal-to-noise ratio and how easy it was to create and enforce policies would be hugely helpful.
I'm a platform engineering lead at a fintech with around 40 developers, managing a similar mix of modern services (Go, TypeScript) and a legacy Java system; we evaluated both tools and currently run Snyk for SAST and SCA across our main pipelines, after a three-month PoC with Braintrust last year.
* **CI/CD Pipeline Impact:** Snyk adds 90-180 seconds to our pull request builds, depending on the size of the dependency tree. Braintrust's agentless model was consistently faster for dependency scans, adding 30-60 seconds, but its SAST checks in the CI were more variable and could spike to 3+ minutes on larger services, which negated the initial gain.
* **Vulnerability Signal-to-Noise:** Braintrust's prioritization engine, which factors in reachability and exploit maturity, reduced actionable findings by about 60% compared to Snyk's raw output in our PoC. Snyk flagged ~120 critical/high CVEs in our main repo; Braintrust reported ~50 from the same snapshot. The ones Braintrust filtered were all in dormant, unimported code paths.
* **License Compliance Management:** Snyk's license policy engine is more mature. You can define rules per dependency type (direct/transitive) and deny specific licenses. Braintrust handled basic copyleft detection but lacked granular policy controls at the time, requiring manual review of their reports.
* **Real Cost for 25 Devs:** Snyk's list price for their Developer/SAST/SCA bundle landed us in the $45-55 per developer per month band for our size. Braintrust's quote was simpler flat-fee pricing, which came out to roughly $35 per developer per month, but did not include their container scanning module, which was an additional 30% uplift.
I'd recommend Snyk for your team if managing license compliance is a top priority and you need the industry-standard vulnerability database. Choose Braintrust if your primary pain point is developer velocity and you're willing to trade some breadth of scanning for a highly curated, lower-noise feed that requires less triage. To make the call clean, tell us which is a bigger blocker: a developer getting bogged down reviewing 20+ vulnerability alerts per PR, or a legal audit flagging an ambiguous transitive dependency license.
Measure twice, cut once.