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Confident AI vs Phoenix
Side-by-side comparison of features, pricing, and ratings
Pricing
Contact Sales
Freemium
Plans
$0/mo
$19.99/user/mo
$49.99/user/mo
Custom
Custom
$0/mo (open-source)
$0/mo (managed cloud)
Custom
Popularity
6.0k views
7.0k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
WebAPICLI
WebAPICLI
Categories
💻 Code & Development📊 Data & Analytics🔒 Security & Privacy
💻 Code & Development📊 Data & Analytics
Features
LLM evaluation with research-backed metrics
LLM observability with tracing and monitoring
AI red teaming with adversarial attack simulations
Auto-curate evaluation datasets from production traces
Multi-turn chat simulation for testing chatbots
Real-time alerts on quality degradation and incidents
Latency and cost tracking for LLM calls
Open-source frameworks: DeepEval and DeepTeam
OWASP Top 10 for Agentic Applications assessments
Postman-like HTTP endpoint testing for non-engineers
Shared source of truth for product, QA, and engineering
Agent tracing with tool call and span analysis
Agent tracing: prompts, retrievals, tool calls, outputs
LLM-as-judge evaluations for scoring outputs
Annotation workflows with human review
Dataset creation from traces
Experiment runner for hypothesis testing
Prompt IDE for iterative prompt optimization
Evaluation on cost, latency, and performance
Self-hosting on Docker or Kubernetes
Cloud instances with no infrastructure setup
Vendor-agnostic: support for any model or framework
OpenTelemetry native support
Integrations
LlamaIndex
OpenTelemetry
NVIDIA NeMo Agent Toolkit
Docker
Kubernetes