# Humanloop vs Traceloop

**Leader by vioscaleAI score:** Traceloop

| Attribute | Humanloop | Traceloop |
|---|---|---|
| **vioscaleAI score** | 55.9 (75% (high)) | 61.4 (72% (medium)) |
| content.faq | `[{"answer":"An enterprise platform that helps teams evaluate language model performance, manage and version prompts, and monitor AI systems in production. It is indexed under Prompt Management.","source":"https://humanloop.com/pricing","question":"What is Humanloop?","confidence":0.6},{"answer":"Humanloop does not publish its prices. Pricing is quoted on request, across 2 plans (Free Trial and Enterprise), so the figure depends on your seat count and requirements. We record this as a pricing-transparency signal rather than guessing a number. Pricing changes often, so verify at source before relying on it.","source":"https://humanloop.com/pricing","question":"How much does Humanloop cost?","confidence":0.6},{"answer":"We have confirmed browser-based access to Humanloop. 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://humanloop.com/pricing","question":"What platforms does Humanloop support?","confidence":0.6},{"answer":"Yes. Humanloop can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://humanloop.com/pricing","question":"Can Humanloop be self-hosted?","confidence":0.6},{"answer":"We have confirmed 5 integrations for Humanloop, including Git, CI/CD pipelines, Vercel AI SDK, OpenAI and Anthropic. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://humanloop.com/pricing","question":"What does Humanloop integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, HIPAA and GDPR for Humanloop. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Humanloop not holding them. Always confirm compliance directly before you rely on it.","source":"https://humanloop.com/platform/compliance-security","question":"What security certifications does Humanloop have?","confidence":0.7},{"answer":"Humanloop is available worldwide. Its primary markets are the United States, the United Kingdom and the EU. The vendor is headquartered in the United Kingdom.","source":"https://humanloop.com/pricing","question":"Where is Humanloop available?","confidence":0.75}]` | `[{"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 | An enterprise platform that helps teams evaluate language model performance, manage and version prompts, and monitor AI systems in production. | 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 | `{"ab_testing":true,"soc2_type_ii":true,"pricing_model":"usage/seat-based-saas","self_hostable":true,"multi_step_flows":true,"tracing_included":true,"versioning_model":"hybrid","diff_and_rollback":true,"architecture_model":"managed_cloud_saas","non_engineer_editing":true,"multi_model_playground":true,"llm_judge_or_human_eval":true,"mit_or_apache_permissive_oss_license":false,"production_ab_testing_of_system_prompts":true,"prompt_playground_and_in_dashboard_replay":true,"automated_anomaly_detection_for_rate_limits":true,"multi_step_agentic_workflow_distributed_tracing":true,"user_feedback_score_api_for_thumbs_up_down_tags":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 | 5 | 20 |
| integrations.list | `[{"name":"Git"},{"name":"CI/CD pipelines"},{"name":"Vercel AI SDK"},{"name":"OpenAI"},{"name":"Anthropic"},{"name":"CI/CD","native":true,"direction":"inbound"}]` | `[{"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 | `{"hqCountry":"GB","primaryMarkets":["US","GB","EU"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"mac":true,"linux":true,"windows":true}` |
| pricing | `{"type":"subscription","plans":[{"free":true,"name":"Free Trial","summary":"50 eval runs","description":"Limited access to platform features","contactSales":false,"includedLimits":{"eval_runs":"50"}},{"free":false,"name":"Enterprise","summary":"Custom pricing, contact sales","features":["SSO + SAML","Role-based access controls","Hands-on support with SLA","VPC deployment add-on"],"description":"Custom features, dedicated support, and compliance options","contactSales":true}],"addOns":[{"name":"VPC Deployment"}],"summary":"Free trial. Monthly billing with no long-term commitment for standard plans; annual billing available for enterprise.","freeTier":true,"sourceUrl":"https://humanloop.com/pricing","retrievedAt":"2026-09-09T12:26:04.514Z","billingPeriods":["month","year"]}` | `{"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 | low | free |
| pricing.transparent | no | yes |
| security.certifications | `[{"name":"SOC 2 Type II","level":"Type II","status":"active"}]` | - |
| security.disclosure_policy | yes | - |
| security.gdpr | yes | yes |
| security.hipaa | yes | yes |
| security.soc2 | yes | yes |
| security.trust_center | https://humanloop.com/platform/compliance-security | - |

## Capabilities (Llm Observability)

| Capability | Humanloop | 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 | usage/seat-based-saas | Pay per 10k traces |

*Source: vioscaleAI. Generated 2026-10-16T20:12:38.002Z. "-" = undocumented, not absent.*