# AgentOps vs Weights & Biases Weave

| Attribute | AgentOps | Weights & Biases Weave |
|---|---|---|
| **vioscaleAI score** | 48.7 (53% (medium)) | 51.7 (25% (low)) |
| 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":"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 | A developer platform providing observability, debugging, and performance tracking for AI agents and language model applications across multiple frameworks and 400+ LLM providers. | 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 | `{"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}` | `{"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 | 11 | 14 |
| 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":"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 | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"web":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"}}` | `{"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 | mid | free |
| pricing.starting_price | `{"amount":40,"currency":"USD"}` | - |
| pricing.transparent | no | no |
| security.hipaa | yes | - |
| security.soc2 | yes | - |

## Capabilities (Llm Observability)

| Capability | AgentOps | 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 | Free open source | - |

*Source: vioscaleAI. Generated 2026-10-16T20:52:45.093Z. "-" = undocumented, not absent.*