# AgentOps vs Arize Phoenix

| Attribute | AgentOps | Arize Phoenix |
|---|---|---|
| **Vioscale score** | 48.8 (55% (medium)) | 48 (18% (low)) |
| activity.commits_last_30d | - | 100 |
| adoption.dependent_repos | - | 0 |
| adoption.github_stars | - | 11,203 |
| deployment.options | `{"cloud":true,"on_prem":true,"self_hosted":true}` | `{"cloud":true,"self_hosted":true}` |
| description.long | A developer platform providing observability, debugging, and performance tracking for AI agents and language model applications across multiple frameworks and 400+ LLM providers. | Phoenix provides OpenTelemetry-based instrumentation for LLM applications, AI-powered evaluation of model outputs and retrieval quality, and systematic prompt management with versioning. It supports both self-hosted and cloud deployment and integrates with major LLM frameworks and development tools. |
| features.capabilities | `{"pricing_model":"free_open_source","architecture_model":"managed_cloud_saas","mit_or_apache_permissive_oss_license":true,"prompt_playground_and_in_dashboard_replay":true,"multi_step_agentic_workflow_distributed_tracing":true,"native_integration_with_langchain_and_llamaindex":true}` | `{"pricing_model":"free_open_source","architecture_model":"open_source_self_hosted","production_ab_testing_of_system_prompts":true,"token_cost_and_latency_waterfall_charts":true,"prompt_playground_and_in_dashboard_replay":true,"multi_step_agentic_workflow_distributed_tracing":true,"opentelemetry_openllmetry_native_export_support":true,"native_integration_with_langchain_and_llamaindex":true}` |
| integrations.count | 11 | 8 |
| integrations.list | `[{"name":"CrewAI"},{"name":"AG2 (AutoGen)"},{"name":"Agno"},{"name":"LangGraph"},{"name":"OpenAI Agents SDK"},{"name":"Langchain"},{"name":"Cohere"},{"name":"LiteLLM"},{"name":"LlamaIndex"},{"name":"Llama Stack"},{"name":"CamelAI"}]` | `[{"name":"LlamaIndex"},{"name":"OpenAI"},{"name":"Anthropic"},{"name":"AWS Bedrock"},{"name":"Vertex AI"},{"name":"Claude Code"},{"name":"Cursor"},{"name":"OpenLLMetry"}]` |
| language.primary | - | Python |
| market.availability | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"cli":true,"web":true}` | - |
| pricing | `{"type":"hybrid","plans":[{"free":true,"name":"Basic","summary":"Free up to 5,000 events","features":["Agent Agnostic SDK","LLM Cost Tracking (400+ LLMs)","Replay Analytics"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"Free tier with limited event tracking","contactSales":false,"includedLimits":{"events":"5,000/month"}},{"free":false,"name":"Pro","summary":"From $40/month","features":["Unlimited event limit","Unlimited log retention","Session and event export","Dedicated Slack and email support","Role-based permissioning"],"components":[{"kind":"fixed","amount":40,"period":"month","currency":"USD"}],"description":"Unlimited events with extended features and support","contactSales":false,"includedLimits":{"events":"unlimited"}},{"free":false,"name":"Enterprise","summary":"Custom pricing","features":["SLA","Slack Connect","Custom SSO","On-premise deployment","Custom data retention policy","Self-hosting (AWS, GCP, Azure)","SOC-2 compliance","HIPAA compliance","NIST AI RMF"],"description":"Custom deployment, support, and compliance","contactSales":true}],"summary":"Free tier for up to 5,000 events; Pro from $40/month","currency":"USD","freeTier":true,"sourceUrl":"https://www.agentops.ai","retrievedAt":"2026-08-25T21:38:49.778Z","startingPrice":{"amount":40,"period":"month","currency":"USD"}}` | - |
| pricing.free_tier | yes | - |
| pricing.model | freemium | commercial |
| pricing.price_level | mid | - |
| pricing.starting_price | `{"amount":40,"currency":"USD"}` | - |
| pricing.transparent | no | - |
| release.history | - | `[{"url":"https://github.com/Arize-ai/phoenix/releases/tag/arize-phoenix-v20.4.0","date":"2026-08-26T03:46:03Z","type":"stable","version":"arize-phoenix-v20.4.0"},{"url":"https://github.com/Arize-ai/phoenix/releases/tag/arize-phoenix-sqlean-v0.1.1","date":"2026-08-25T05:39:32Z","type":"stable","version":"arize-phoenix-sqlean-v0.1.1"},{"url":"https://github.com/Arize-ai/phoenix/releases/tag/arize-phoenix-evals-v3.5.1","date":"2026-08-25T02:41:27Z","type":"stable","version":"arize-phoenix-evals-v3.5.1"},{"url":"https://github.com/Arize-ai/phoenix/releases/tag/arize-phoenix-client-v3.3.0","date":"2026-08-22T01:40:51Z","type":"stable","version":"arize-phoenix-client-v3.3.0"},{"url":"https://github.com/Arize-ai/phoenix/releases/tag/arize-phoenix-evals-v3.5.0","date":"2026-08-21T18:58:26Z","type":"stable","version":"arize-phoenix-evals-v3.5.0"},{"url":"https://github.com/Arize-ai/phoenix/releases/tag/arize-phoenix-v20.3.0","date":"2026-08-17T21:51:21Z","type":"stable","version":"arize-phoenix-v20.3.0"},{"url":"https://github.com/Arize-ai/phoenix/releases/tag/arize-phoenix-v20.2.1","date":"2026-08-14T20:49:42Z","type":"stable","version":"arize-phoenix-v20.2.1"},{"url":"https://github.com/Arize-ai/phoenix/releases/tag/arize-phoenix-client-v3.2.0","date":"2026-08-14T18:02:59Z","type":"stable","version":"arize-phoenix-client-v3.2.0"},{"url":"https://github.com/Arize-ai/phoenix/releases/tag/arize-phoenix-v20.2.0","date":"2026-08-13T20:31:17Z","type":"stable","version":"arize-phoenix-v20.2.0"},{"url":"https://github.com/Arize-ai/phoenix/releases/tag/arize-phoenix-v20.1.0","date":"2026-08-12T09:12:59Z","type":"stable","version":"arize-phoenix-v20.1.0"},{"url":"https://github.com/Arize-ai/phoenix/releases/tag/arize-phoenix-v20.0.0","date":"2026-08-11T18:48:09Z","type":"stable","version":"arize-phoenix-v20.0.0"},{"url":"https://github.com/Arize-ai/phoenix/releases/tag/arize-phoenix-client-v3.1.0","date":"2026-08-11T20:22:34Z","type":"stable","version":"arize-phoenix-client-v3.1.0"},{"url":"https://github.com/Arize-ai/phoenix/releases/tag/arize-phoenix-client-v3.0.0","date":"2026-08-11T01:49:51Z","type":"stable","version":"arize-phoenix-client-v3.0.0"},{"url":"https://github.com/Arize-ai/phoenix/releases/tag/arize-phoenix-v19.21.0","date":"2026-08-10T18:46:17Z","type":"stable","version":"arize-phoenix-v19.21.0"},{"url":"https://github.com/Arize-ai/phoenix/releases/tag/arize-phoenix-v19.20.0","date":"2026-08-10T16:47:18Z","type":"stable","version":"arize-phoenix-v19.20.0"},{"url":"https://github.com/Arize-ai/phoenix/releases/tag/arize-phoenix-otel-v0.17.1","date":"2026-08-10T17:33:30Z","type":"stable","version":"arize-phoenix-otel-v0.17.1"},{"url":"https://github.com/Arize-ai/phoenix/releases/tag/arize-phoenix-v19.19.1","date":"2026-08-08T07:26:31Z","type":"stable","version":"arize-phoenix-v19.19.1"},{"url":"https://github.com/Arize-ai/phoenix/releases/tag/arize-phoenix-otel-v0.17.0","date":"2026-08-08T06:31:30Z","type":"stable","version":"arize-phoenix-otel-v0.17.0"},{"url":"https://github.com/Arize-ai/phoenix/releases/tag/arize-phoenix-evals-v3.4.0","date":"2026-08-08T06:13:34Z","type":"stable","version":"arize-phoenix-evals-v3.4.0"},{"url":"https://github.com/Arize-ai/phoenix/releases/tag/arize-phoenix-v19.19.0","date":"2026-08-07T02:50:30Z","type":"stable","version":"arize-phoenix-v19.19.0"}]` |
| security.hipaa | yes | - |
| security.soc2 | yes | - |
| security.vulnerabilities | - | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=arize-phoenix-client&per_page=100","last_12m":0,"max_severity":null}` |

## Capabilities (Llm Observability)

| Capability | AgentOps | Arize Phoenix |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Architecture model | Managed cloud saas | Open source self hosted |
| Token cost and latency waterfall charts | - | ✓ |
| Opentelemetry openllmetry native export support | - | ✓ |
| Prompt playground and in dashboard replay | ✓ | ✓ |
| Multi step agentic workflow distributed tracing | ✓ | ✓ |
| User feedback score API for thumbs up down tags | - | - |
| Pii redaction and prompt content masking | - | - |
| Production ab testing of system prompts | - | ✓ |
| Automated anomaly detection for rate limits | - | - |
| Native integration with langchain and llamaindex | ✓ | ✓ |
| SOC2 type ii | - | - |
| Mit or apache permissive oss license | ✓ | - |
| Pricing model | Free open source | Free open source |

*Source: Vioscale. Generated 2026-09-01T16:43:45.937Z. "-" = undocumented, not absent.*