Head-to-Head

EvalGuard vs Arize AI / Phoenix

Best free observability platform, zero security

Arize Phoenix is the best completely free observability platform with 7.8K GitHub stars and 2.5M+ downloads. It offers pre-built evaluators and many provider integrations. However, it has zero red teaming, zero attack plugins, no firewall, no gateway, and no prompt IDE.

Competitor data (GitHub stars, downloads, feature counts, funding/acquisition status) verified as of 2026-04-28.

7
EvalGuard wins
vs
2
Arize AI / Phoenix wins
FeatureEvalGuardArize AI / Phoenix
Attack Plugins2490
Eval Scorers138Pre-built evaluators
Compliance Frameworks331
LLM Firewall5-layerNo
LLM GatewayYesNo
ObservabilityOpenTelemetryBest-in-class (free)
Prompt IDEYesNo
NL→Eval PipelineYes (unique)No
PricingFree tierCompletely free
Open SourceApache 2.0Yes (7.8K★, 2.5M+ downloads)

Why choose EvalGuard over Arize AI / Phoenix

  • 249 attack plugins + 166 scorers — Phoenix has zero security testing
  • 33 compliance frameworks — Phoenix has 1
  • 5-layer firewall + gateway — Phoenix has neither
  • All-in-one: eval + security + observability + gateway

Where Arize AI / Phoenix leads

  • Arize Phoenix is completely free with excellent observability
  • Phoenix has 7.8K GitHub stars and 2.5M+ downloads
  • Phoenix has best-in-class free-tier LLM tracing and evaluation

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