DeepCode by Snyk Code vs Arize Phoenix (AX)
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DeepCode by Snyk Code
Developer-first SAST in Snyk powered by DeepCode AI, scanning IDEs and PRs with fix guidance; plans range from Free to Team and Enterprise.
Pricing Free, Team from $25 per developer per month, Business and Enterprise by quote
Category security
Difficulty Beginner
Type Web App
Status Active
A
Arize Phoenix (AX)
Open-source LLM observability with production monitoring, evals, and tracing. Free self-hosted or managed cloud with usage-based pricing.
Pricing Free (OSS) / $10 per million spans
Category security
Difficulty Intermediate
Type SaaS
Status Active
Feature Tags Comparison
Only in DeepCode by Snyk Code
sastcode-scanningidesecuritydeepcode
Shared
None
Only in Arize Phoenix (AX)
llm-observabilitytracingevaluationopentelemetryossmonitoring
Key Features
DeepCode by Snyk Code
- • Real-time SAST feedback in IDE and PRs
- • DeepCode AI Fix suggestions for remediation
- • Language coverage across major stacks
- • CLI and CI integrations for pipelines
- • Usage limits per plan with upgrades
- • Policies and audit logs on higher tiers
Arize Phoenix (AX)
- • OpenTelemetry tracing | LLM evaluations | Dataset management | Cost tracking | Latency monitoring | Prompt comparison | Model comparison | PII detection | Hallucination scoring | Integration with LangChain/LlamaIndex | Self-hosted or cloud | Python SDK
Use Cases
DeepCode by Snyk Code
- → Pre-merge scanning in PRs
- → Developer feedback during coding
- → Security gates in CI for critical issues
- → Prioritization by reachable data flows
- → Education via code-level fix examples
- → Governed rollouts across repositories
Arize Phoenix (AX)
- → LLM quality monitoring
- → prompt engineering
- → model comparison
- → cost optimization
- → hallucination detection
- → production debugging
Perfect For
DeepCode by Snyk Code
appsec engineers, platform teams and developers seeking fast SAST feedback inside existing workflows
Arize Phoenix (AX)
ML engineers, LLM developers, platform teams, data scientists, AI researchers, DevOps teams, enterprises
Capabilities
DeepCode by Snyk Code
IDE and PR Scanning Professional
CI and Policies Professional
DeepCode AI Fix Intermediate
Usage and Coverage Intermediate
Arize Phoenix (AX)
LLM Tracing Intermediate
Evals & Metrics Intermediate
Production Monitoring Professional
Safety & PII Professional
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