# Opik vs Traceloop

**Leader by Vioscale score:** Traceloop

| Attribute | Opik | Traceloop |
|---|---|---|
| **Vioscale score** | 46.9 (36% (low)) | 69.3 (54% (medium)) |
| deployment.options | `{"cloud":true,"on_prem":true,"self_hosted":true}` | `{"cloud":true,"on_prem":true,"air_gapped":true,"self_hosted":true}` |
| description.long | A platform that tracks AI agent execution steps and automatically evaluates their performance to identify and resolve issues during development and in production environments. | Traceloop provides automatic tracing and monitoring for LLM applications, offering built-in quality metrics, real-time production monitoring, and automated evaluation to help teams improve model reliability and deploy with confidence. |
| features.capabilities | `{"pricing_model":"free_open_source","architecture_model":"open_source_self_hosted","mit_or_apache_permissive_oss_license":true,"token_cost_and_latency_waterfall_charts":true,"pii_redaction_and_prompt_content_masking":true,"prompt_playground_and_in_dashboard_replay":true,"multi_step_agentic_workflow_distributed_tracing":true,"opentelemetry_openllmetry_native_export_support":true}` | `{"pricing_model":"pay_per_10k_traces","architecture_model":"managed_cloud_saas","mit_or_apache_permissive_oss_license":true,"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 | 1 | 20 |
| integrations.list | `[{"name":"OpenTelemetry"}]` | `[{"name":"OpenAI"},{"name":"Anthropic"},{"name":"Gemini"},{"name":"Bedrock"},{"name":"Ollama"},{"name":"Watsonx"},{"name":"Cohere"},{"name":"Mistral AI"},{"name":"together.ai"},{"name":"Pinecone"},{"name":"Chroma"},{"name":"LangChain"},{"name":"LlamaIndex"},{"name":"CrewAI"},{"name":"Grafana Tempo"},{"name":"OpenTelemetry"},{"name":"Prometheus"},{"name":"AWS Marketplace"},{"name":"GCP Marketplace"},{"name":"Azure Marketplace"}]` |
| market.availability | - | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"web":true}` |
| pricing | `{"type":"hybrid","summary":"Open-source core is free to self-host. Managed cloud version includes free tier; enterprise plans available.","freeTier":true,"sourceUrl":"https://www.comet.com/site/products/opik","retrievedAt":"2026-08-21T10:57:10.468Z"}` | `{"type":"hybrid","plans":[{"free":true,"name":"Free","summary":"Free up to 50K spans/month with 5 seats and 24 hour data retention","features":["Monitoring Dashboard","Evaluation Dashboard","CI/CD integration","Prompt Management"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"contactSales":false,"includedLimits":{"seats":"5","spans":"50k/mo","data_retention":"24 hours"}},{"free":false,"name":"Enterprise","summary":"Custom pricing for over 50K spans/month with unlimited seats and custom data retention","features":["SOC 2 Compliance","On-prem deployment option","Dedicated slack support"],"contactSales":true}],"summary":"Free tier with up to 50K spans/month. Enterprise custom pricing. 14-day free trial.","currency":"USD","freeTier":true,"sourceUrl":"https://traceloop.com/pricing","retrievedAt":"2026-08-25T21:51:37.614Z","freeTrialDays":14,"billingPeriods":["month"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | freemium |
| pricing.price_level | low | low |
| pricing.transparent | no | yes |
| security.gdpr | - | yes |
| security.hipaa | - | yes |
| security.soc2 | - | yes |

## Capabilities (Llm Observability)

| Capability | Opik | Traceloop |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Architecture model | Open source self hosted | Managed cloud saas |
| 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 | Pay per 10k traces |

*Source: Vioscale. Generated 2026-09-01T16:45:51.215Z. "-" = undocumented, not absent.*