Why AppSec Teams Switch to Kodem for Runtime-Validated Exploitability
Snyk surfaces every CVE in your dependency manifests. Kodem watches what your application actually executes, validates which vulnerabilities are reachable, and blocks exploits in real time with eBPF-based Attack-Driven Remediation. The intelligent application security platform that replaces noise with action.
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Other Snyk alternatives to consider
If Snyk is not the right fit and Kodem is not either, five other tools in the application security category earn consideration depending on the shape of your program.
All-in-one developer-focused security platform combining SCA, SAST, container scanning, and secrets detection at a transparent SMB-friendly price. Built for small security teams that want broad coverage without enterprise procurement.
Best for
SMB and mid-market teams wanting fast time-to-coverage
Detection model
Open-source scanner aggregation plus custom rules
vs Snyk
Broader feature surface, lower price, less depth on any single scanner
Code-pattern-first SAST and SCA platform built around custom rule writing. Strong fit for security engineering teams that want to encode org-specific policy as detection rules rather than rely on vendor signatures alone.
Best for
Security engineering teams writing custom detection rules
Detection model
Code-pattern matching plus reachability
vs Snyk
Rules-extensible, weaker on container and runtime coverage
Enterprise SAST and SCA platform with deep code analysis capability and a large historical install base in regulated industries. Strong fit for enterprises with established Checkmarx investment or compliance-driven programs.
Best for
Regulated enterprises with deep SAST requirements
Detection model
Static data-flow analysis on source code
vs Snyk
Deeper static analysis, weaker developer workflow
CodeQL-powered SAST and Dependabot-powered SCA bundled into the GitHub platform. Strong fit for GitHub-native organizations that want security findings as pull request comments without a separate vendor relationship.
Best for
GitHub-native organizations wanting bundled security
Detection model
CodeQL queries plus dependency advisories
vs Snyk
Tighter GitHub integration, narrower ecosystem reach
How Kodem Compares to Synk
Kodem is the runtime-native alternative to Snyk: where Snyk scans dependencies and code against CVE feeds, Kodem observes execution via eBPF, validates exploitability, and blocks unsafe calls before patches ship.
Best for
AppSec teams overwhelmed by CVE noise
Developer-led shift-left programs
Detection model
Static + runtime call graph (eBPF)
CVSS + popularity heuristics
Runtime defense
ADR (eBPF policies block exploits)
None
Zero-day coverage
AI pattern detection
CVE feed dependent
Deployment
Agentless eBPF
CI/CD plugins + agents
Feature comparison:
Kodem vs Snyk: Primary Capabilities
Both Snyk and Kodem cover SCA, SAST, and container scanning. They make different bets on where security should happen: Snyk pre-build, Kodem at runtime. Here is how that lands across seven core capabilities.
Capability
Open-source scanning
Analyses dependency manifests, compiled binaries, and vendored code; checks runtime call graphs to see if vulnerabilities are actually exercised
Compares manifest entries against vulnerability database; no code-level analysis of compiled dependencies
First-party code analysis
Full SAST plus runtime tracing; detects injection vulnerabilities, logic flaws, and misconfigurations cross-language
Snyk Code adds SAST but lacks runtime validation and cross-language call-graph correlation
Container and infrastructure
Observes containers and serverless functions at runtime; monitors system calls and network flows
Scans Dockerfiles and container images for known vulnerabilities; no live runtime context
Zero-day and novel vulnerability detection
AI models identify suspicious call sequences and behavioural patterns; not limited to the CVE database
Dependent on external vulnerability feeds; cannot detect unknown flaws
Runtime enforcement (ADR)
Generates eBPF policies that intercept dangerous system and library calls; immediate mitigation while code is patched
None; remediation requires updating dependencies or rebuilding containers
Developer workflow
Integrates into CI/CD and production; returns actionable findings with minimal noise; Kai auto-generates ready-to-merge fixes
Runs in CI/CD; may produce lengthy lists of CVEs requiring manual triage
Why AppSec teams switch from Snyk to Kodem
99.5% fewer alerts that don't matter
Snyk reports every CVE in your dependency manifests. Kodem watches what your application actually executes via eBPF and confirms whether a vulnerable function is reachable before it ever lands on an engineer's queue. The result is a 99.5 percent reduction in alerts that did not need a fix.
74% faster Mean Time to Remediation
Most Snyk findings need triage before a fix can ship. Kai, Kodem's AI-powered security engineer, writes ready-to-merge remediations and confirms they will not break the build. For zero-day exposure, Kodem generates a runtime policy that blocks the exploit in seconds.
Runtime defense, not just detection
Snyk tells you a vulnerability exists. Kodem's Attack-Driven Remediation (ADR) blocks the exploit before the patch ships. eBPF policies intercept unsafe calls at the kernel level, protecting the application during the window between disclosure and the upstream fix.
Coverage Snyk cannot reach
Snyk's analysis stops at the manifest. Kodem reads compiled third-party libraries, vendored code, container layers, and serverless functions, then correlates them with system calls and network I/O. The same eBPF sensor that catches a Python plugin loading at runtime also catches a Go binary calling an undeclared dependency.
When Snyk might be the better fit
Snyk is the stronger choice in three scenarios. First, if your security program is developer-led and your priority is shifting findings into pull requests on day one, Snyk's IDE plugins, GitHub-native workflow, and broad ecosystem maturity are hard to match.
Second, if you need a single tool to deliver SCA, container scanning, IaC, and code scanning as a unified developer-purchased platform without security engineering ownership, Snyk's packaging and pricing model fits that motion well.
Third, if your stack is pre-production and your goal is purely shift-left CVE catalogue coverage rather than runtime exploit defense, the gap between Kodem's runtime validation and Snyk's static scanning narrows considerably. For AppSec teams whose findings volume has outgrown manual triage, who need to defend live production, or who have to prove exploitability before fixing, Kodem is the better fit.
AppSec teams running on Kodem
"We uncovered every attack scenario our past SAST and SCA tools missed and eliminated a seven-figure risk before it hit production."
Rocket Lawyer, AppSec team lead
"Wiz made infra security feel easy. Kodem is doing the same for AppSec. It tells us what attackers can actually reach."
Nir Rothenberg, CISO, Rapyd
"Kai saved our engineers time, 10x'd our team, and gave us visibility we never had."
Apollo.io, Engineering
"No other tool showed us how low-severity vulns could be chained into a breach. Kodem did."
Riskified, Security team
Kodem in numbers
99.5%
reduction in alerts that don't matter
74%
improvement in Mean Time to Remediation
83%
fewer net-new vulns per release
10x
effective team multiplier (Apollo.io)
Frequently Asked Questions
The best Snyk alternative depends on what you need. For AppSec teams drowning in CVE alerts that turn out not to be exploitable, Kodem replaces Snyk's static manifest scanning with runtime call graph analysis and Attack-Driven Remediation. For developer-led shift-left programs that prioritize broad ecosystem coverage, Aikido and GitHub Advanced Security are closer like-for-like swaps. For dependency-heavy programs that want reachability without runtime telemetry, Endor Labs is the closest static-analysis equivalent. For enterprise SAST depth, Checkmarx and Veracode remain the established options.
Snyk scans dependency manifests and source code against a CVE database and surfaces every known vulnerability. Kodem deploys eBPF sensors that observe what your application actually executes, validates which vulnerabilities are reachable through real call graphs, and generates eBPF-based runtime policies that block exploits before code is patched. The practical difference: Snyk produces an alert backlog, Kodem produces an action list. Kodem reports a 99.5 percent reduction in alerts that did not need a fix.
Yes, for AppSec programs where runtime validation and runtime defense are the priority. Kodem covers everything Snyk covers (SCA, SAST, container scanning, IaC) and adds runtime call graph analysis, Attack-Driven Remediation, zero-day pattern detection, and Kai, the AI security engineer. For organizations using Snyk primarily as a developer-IDE shift-left tool, some teams run both during a transition cycle before consolidating. Most teams retire Snyk within two quarters of Kodem adoption.
Attack-Driven Remediation is Kodem's runtime defense capability. When a vulnerability is exploitable in your environment and a code fix is not yet available, ADR synthesizes an eBPF policy that intercepts the dangerous system call or library invocation at the kernel level. The exploit is blocked at the moment of attempted exploitation, not at the time of patching. ADR is the difference between knowing a vulnerability is exploitable and being protected against it during the window before the fix ships.
All three are security platforms but cover different surfaces. Wiz is a Cloud-Native Application Protection Platform (CNAPP) that secures cloud infrastructure: misconfigurations, exposed assets, identity, network paths. Snyk is a developer-focused application security platform that scans dependencies, source code, containers, and IaC against vulnerability databases. Kodem is an AI-native application security platform that adds runtime call graph analysis and Attack-Driven Remediation on top of static scanning. Wiz answers "is my cloud exposed." Snyk and Kodem answer "is my application exposed."
Yes, and in some cases more. Kodem covers Java, .NET, Go, Rust, Node.js, Python, Ruby, C and C++ across containers, virtual machines, hypervisors, and serverless functions. Because Kodem analyses compiled binaries and runtime behaviour (not only source), it covers compiled-in third-party dependencies and vendored code that manifest-based tools cannot see. Air-gapped environments are supported via an external analyzer plus in-host sensor architecture.