# Humanloop vs Weights & Biases Weave

| Attribute | Humanloop | Weights & Biases Weave |
|---|---|---|
| **vioscaleAI score** | 55.9 (75% (high)) | 51.7 (25% (low)) |
| 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":"Platform for observability and analysis of production AI agent systems, featuring distributed tracing across multi-agent workflows, built-in evaluation APIs for model and prompt testing, and safety guardrails with pre-built scorers for toxicity, bias, PII detection, and hallucinations. It is indexed under Llm Observability.","source":"https://wandb.ai/site/weave","question":"What is Weights & Biases Weave?","confidence":0.6},{"answer":"Weights & Biases Weave supports the web and iOS. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://wandb.ai/site/weave","question":"What platforms does Weights & Biases Weave support?","confidence":0.6},{"answer":"Yes. Weights & Biases Weave can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://wandb.ai/site/weave","question":"Can Weights & Biases Weave be self-hosted?","confidence":0.6},{"answer":"We have confirmed 14 integrations for Weights & Biases Weave, including Slack, LangChain, LlamaIndex, CrowdStrike Falcon AIDR, OpenPI, CoreWeave, NVIDIA and JAX, plus 6 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://wandb.ai/site/weave","question":"What does Weights & Biases Weave integrate with?","confidence":0.6}]` |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"cloud":true}` |
| description.long | An enterprise platform that helps teams evaluate language model performance, manage and version prompts, and monitor AI systems in production. | Platform for observability and analysis of production AI agent systems, featuring distributed tracing across multi-agent workflows, built-in evaluation APIs for model and prompt testing, and safety guardrails with pre-built scorers for toxicity, bias, PII detection, and hallucinations. |
| 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}` | `{"architecture_model":"managed_cloud_saas","pii_redaction_and_prompt_content_masking":true,"prompt_playground_and_in_dashboard_replay":true,"multi_step_agentic_workflow_distributed_tracing":true,"native_integration_with_langchain_and_llamaindex":true}` |
| integrations.count | 5 | 14 |
| integrations.list | `[{"name":"Git"},{"name":"CI/CD pipelines"},{"name":"Vercel AI SDK"},{"name":"OpenAI"},{"name":"Anthropic"},{"name":"CI/CD","native":true,"direction":"inbound"}]` | `[{"name":"Slack"},{"name":"LangChain"},{"name":"LlamaIndex"},{"name":"CrowdStrike Falcon AIDR"},{"name":"OpenPI"},{"name":"CoreWeave"},{"name":"NVIDIA"},{"name":"JAX"},{"name":"PyTorch"},{"name":"OpenAI GPT-5.6"},{"name":"OpenAI GPT-5.5"},{"name":"Zhipu GLM-5.2"},{"name":"Alibaba Kimi 2.7"},{"name":"Anthropic Claude Opus 4.8"},{"name":"Webhooks","native":true,"direction":"outbound"},{"name":"OpenAI","native":true,"category":"llm"},{"name":"AWS Bedrock","native":true,"category":"infrastructure"},{"name":"Google ADK","native":true,"category":"agents"},{"name":"Claude Code","native":true}]` |
| market.availability | `{"hqCountry":"GB","primaryMarkets":["US","GB","EU"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"web":true}` | `{"web":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":"free","freeTier":true,"sourceUrl":"https://wandb.ai/site/weave","retrievedAt":"2026-10-13T11:19:13.627Z"}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | free |
| pricing.price_level | low | free |
| pricing.transparent | no | no |
| security.certifications | `[{"name":"SOC 2 Type II","level":"Type II","status":"active"}]` | - |
| security.disclosure_policy | yes | - |
| security.gdpr | yes | - |
| security.hipaa | yes | - |
| security.soc2 | yes | - |
| security.trust_center | https://humanloop.com/platform/compliance-security | - |

## Capabilities (Llm Observability)

| Capability | Humanloop | Weights & Biases Weave |
|---|:--:|:--:|
| **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 | - |

*Source: vioscaleAI. Generated 2026-10-17T05:44:06.713Z. "-" = undocumented, not absent.*