# AgentOps vs Traceloop

**Leader by vioscaleAI score:** Traceloop

| Attribute | AgentOps | Traceloop |
|---|---|---|
| **vioscaleAI score** | 48.7 (53% (medium)) | 61.4 (72% (medium)) |
| content.faq | `[{"answer":"A developer platform providing observability, debugging, and performance tracking for AI agents and language model applications across multiple frameworks and 400+ LLM providers. It is indexed under Llm Observability.","source":"https://www.agentops.ai","question":"What is AgentOps?","confidence":0.6},{"answer":"AgentOps offers a free tier, so you can start without paying. Paid plans start at $40 per month. Pricing changes often, so verify at source before relying on it.","source":"https://www.agentops.ai","question":"Is AgentOps free?","confidence":0.6},{"answer":"We have confirmed browser-based access to AgentOps. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://www.agentops.ai","question":"What platforms does AgentOps support?","confidence":0.6},{"answer":"Yes. AgentOps can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.agentops.ai","question":"Can AgentOps be self-hosted?","confidence":0.6},{"answer":"We have confirmed 11 integrations for AgentOps, including CrewAI, AG2 (AutoGen), Agno, LangGraph, OpenAI Agents SDK, Langchain, Cohere and LiteLLM, plus 3 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.agentops.ai","question":"What does AgentOps integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2 and HIPAA for AgentOps. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as AgentOps not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.agentops.ai","question":"What security certifications does AgentOps have?","confidence":0.6},{"answer":"AgentOps is available worldwide. Its primary market is the United States.","source":"https://www.agentops.ai","question":"Where is AgentOps available?","confidence":0.5}]` | `[{"answer":"A set of OpenTelemetry-based extensions that provides monitoring and observability for large language model applications, with built-in integrations for popular LLM providers and vector databases. It is indexed under Llm Observability.","source":"https://traceloop.com","question":"What is Traceloop?","confidence":0.6},{"answer":"Traceloop is open source, so it can be self-hosted and used at no licence cost. Paid editions are also offered: Enterprise, priced on request. Pricing changes often, so verify at source before relying on it.","source":"https://traceloop.com/pricing","question":"Is Traceloop free to use?","confidence":0.6},{"answer":"We have confirmed browser-based access to Traceloop. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://traceloop.com/pricing","question":"What platforms does Traceloop support?","confidence":0.6},{"answer":"Yes. Traceloop can be deployed self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://traceloop.com","question":"Can Traceloop be self-hosted?","confidence":0.6},{"answer":"We have confirmed 30 integrations for Traceloop, including OpenAI, Anthropic, Gemini, Bedrock, Ollama, Watsonx, Cohere and Mistral AI, plus 22 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://traceloop.com","question":"What does Traceloop integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, HIPAA and GDPR for Traceloop. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Traceloop not holding them. Always confirm compliance directly before you rely on it.","source":"https://traceloop.com/pricing","question":"What security certifications does Traceloop have?","confidence":0.6}]` |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"cloud":true,"on_prem":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. | A high-performance gateway that centralizes LLM request routing and tracing across multiple providers through an OpenAI-compatible API, featuring integrated OpenTelemetry observability and optional PostgreSQL-backed dynamic configuration. |
| 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":"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 | 11 | 20 |
| 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":"AG2","native":true,"category":"framework"},{"name":"CAMEL","native":true,"category":"agent"}]` | `[{"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"},{"name":"Qdrant","native":true,"category":"vector_db","direction":"inbound"},{"name":"Weaviate","native":true,"category":"vector_db","direction":"inbound"},{"name":"Datadog","native":true,"category":"observability","direction":"outbound"},{"name":"Honeycomb","native":true,"category":"observability","direction":"outbound"},{"name":"Google Cloud","native":true,"category":"cloud","direction":"outbound"},{"name":"AWS","native":true,"category":"cloud","direction":"outbound"},{"name":"Azure","native":true,"category":"cloud","direction":"outbound"},{"name":"New Relic","native":true,"category":"observability","direction":"outbound"},{"name":"Dynatrace","native":true,"category":"observability","direction":"outbound"},{"name":"Oracle Cloud","native":true,"category":"cloud","direction":"outbound"},{"name":"Tencent Cloud","native":true,"category":"cloud","direction":"outbound"},{"name":"OpenTelemetry Collector","native":true,"category":"observability","direction":"outbound"},{"name":"Service Now Cloud Observability","native":true,"category":"observability","direction":"outbound"},{"name":"Google Cloud AI Platform","native":true,"category":"llm","direction":"outbound"},{"name":"PostgreSQL","native":true,"category":"database","direction":"bidirectional"}]` |
| market.availability | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"mac":true,"linux":true,"windows":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"}}` | `{"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 | open_source |
| pricing.price_level | mid | free |
| pricing.starting_price | `{"amount":40,"currency":"USD"}` | - |
| pricing.transparent | no | yes |
| security.gdpr | - | yes |
| security.hipaa | yes | yes |
| security.soc2 | yes | yes |

## Capabilities (Llm Observability)

| Capability | AgentOps | Traceloop |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Architecture model | Managed cloud saas | 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: vioscaleAI. Generated 2026-10-16T20:38:17.195Z. "-" = undocumented, not absent.*