AI Security & DevSecOps Software
Semgrep
AI-assisted AppSec scanning for developer workflows
- SF Score
- 8.8/10
- Pricing
- Free · Paid
Compare tools
2 of 4 tools selected
AI Security & DevSecOps Software
Snyk
Developer security for AI-generated code risk
- SF Score
- 9.0/10
- Pricing
- Free · Paid
Add third toolCompare up to 4 side by side
Compare features, strengths, trade-offs, and best-fit use cases.
Comparing
Where each one leads
Read straight from the published figures below — not a ranking, and not a recommendation.
Highest SF Score
Snyk9.0/10
2 of 2 are scored
At a glance
The short version
The facts each tool publishes, lined up so you can scan down a column. Anything the catalog does not establish is marked as such rather than counted against the tool.
Semgrep
- SF Score
- 8.8 / 10
- Starts at
- $0/mo
- Free plan
- Available
- Category
- AI Development & Coding Software › AI Security & DevSecOps Software
Snyk
- SF Score
- 9.0 / 10
- Starts at
- $0/mo
- Free plan
- Available
- Category
- AI Development & Coding Software › AI Security & DevSecOps Software
Key differences
Where these tools actually diverge
The decision dimensions that separate this set, with each tool's own position stated plainly. No winner is declared — fit depends on your workflow.
Positioned for
Semgrep
AI Security & DevSecOps Software
Snyk
AI Security & DevSecOps Software
Pricing model
Semgrep
Free · Paid
Snyk
Free · Paid
SoftFinders Score
Semgrep
8.8 / 10
Snyk
9.0 / 10
Feature comparison
Capability matrix
Grouped by area. Every state carries a word as well as a colour, and anything the catalog has not established stays neutral rather than counting as a missing feature.
1 row differs 4 identical
| Capability | | |
|---|---|---|
| Overview | ||
| SF Score | 8.8 / 10Value | 9.0 / 10Value |
| Pricing model | FreemiumValue | FreemiumValue |
| Starts at | $0/moValue | $0/moValue |
| Free plan | Yes | Yes |
| Category | AI Development & Coding Software › AI Security & DevSecOps SoftwareValue | AI Development & Coding Software › AI Security & DevSecOps SoftwareValue |
Scroll the matrix sideways to see every column.
Listed by one tool only
12 capabilities are published by a single tool in this set. That does not mean the others lack them — only that the catalog has not established an answer either way.
- Custom RulesLets teams encode secure coding policies signals
- Dependency ReachabilityPrioritizes vulnerable dependencies by actual usage planning
- Malware ProtectionProtects projects from suspicious package behavior signals
- Developer GuidanceSurfaces findings where engineers can act signals
- AI SASTFinds actionable issues in source code signals
- CI IntegrationRuns security checks inside development pipelines signals
- Dependency ScanningFinds vulnerable open source package usage planning
- IaC ScanningReviews infrastructure code for misconfigurations and drift
- Developer WorkflowBrings security feedback near engineering work signals
- AI FixesSuggests remediation for selected security findings signals
- Code SecurityScans proprietary code for vulnerability risks signals
- Container SecurityChecks container images for known risks signals
Use cases
What each tool is built for
The workflows each tool publishes for itself. Cards appear only for tools that list use cases.
Semgrep
- Secure Code Review
- Custom Rule Enforcement
- AI Generated Code
- Dependency Risk Prioritization
- CI Security Gates
+1 more on the Semgrep profile
Snyk
- AI Code Security
- Dependency Risk Management
- Container Image Review
- IaC Misconfiguration Checks
- Developer Remediation Work
+1 more on the Snyk profile
Pros & cons
Strengths and compromises
Each tool's published strengths and the compromises that come with them, as supplied — not scored or ranked against each other. Longer lists fold; nothing is left out.
Semgrep
Pros
- Fast scanning suits developer workflows process
- Custom rules support precise security policies
- Open source core aids adoption flexibility
Cons
- Rule maintenance requires security expertise signals
- Enterprise features require platform investment signals
- False positives still need triage ownership
Snyk
Pros
- Broad developer security coverage supports teams
- Free tier helps start security adoption
- AI remediation can reduce manual effort
Cons
- Contributor pricing requires budget forecasting review
- Multiple products can complicate packaging decisions
- AI fixes still need developer review
Pricing
What each one costs
Published pricing signals only. Where a tool has not established a price, that is what it says — never a zero and never "free".
Semgrep
- Model
- Freemium
Public Pricing
See full pricingSnyk
- Model
- Freemium
Public Pricing
See full pricingNext step
Ready to try one?
A matrix narrows the field; a free trial settles it. Open whichever tool fits your workflow best, or start a different comparison.
Compare another set of tools