# CAMEL vs LangChain

**Leader by vioscaleAI score:** LangChain

| Attribute | CAMEL | LangChain |
|---|---|---|
| **vioscaleAI score** | 55.8 (50% (medium)) | 79 (69% (medium)) |
| activity.commits_last_30d | 14 | 100 |
| adoption.dependent_repos | 0 | 18,663 |
| adoption.github_stars | 17,891 | 147,461 |
| adoption.package_downloads_weekly | - | 3,725,877 |
| content.faq | `[{"answer":"A community-driven research platform for developing multi-agent systems using large language models, with a focus on understanding how these systems scale, behave, and can be applied to real-world automation tasks. It is indexed under Multi Agent Orchestration.","source":"https://www.camel-ai.org/","question":"What is CAMEL?","confidence":0.6},{"answer":"CAMEL offers a free tier, so you can start without paying. Pricing changes often, so verify at source before relying on it.","source":"https://www.camel-ai.org/","question":"Is CAMEL free?","confidence":0.6},{"answer":"We have confirmed browser-based access to CAMEL. 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.camel-ai.org/","question":"What platforms does CAMEL support?","confidence":0.6},{"answer":"Yes. CAMEL can be deployed self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.camel-ai.org/","question":"Can CAMEL be self-hosted?","confidence":0.6},{"answer":"We have confirmed 10 integrations for CAMEL, including Google Scholar, arXiv, Slack, Cloudflare, Claude, GPT-3.5 Turbo, JIRA and PowerPoint, plus 2 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.camel-ai.org/","question":"What does CAMEL integrate with?","confidence":0.6},{"answer":"Yes. CAMEL is published under the Apache-2.0 licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/camel-ai/camel","question":"Is CAMEL open source?","confidence":0.95},{"answer":"CAMEL is available worldwide. The vendor is headquartered in Saudi Arabia.","source":"https://www.camel-ai.org/","question":"Where is CAMEL available?","confidence":0.75}]` | `[{"answer":"An agent engineering platform providing end-to-end observability, evaluation, and deployment capabilities for production AI agents with support for multiple frameworks and deployment modes. It is indexed under MLOps & LLMOps Tools.","source":"https://www.langchain.com/pricing","question":"What is LangChain?","confidence":0.6},{"answer":"LangChain is open source, so it can be self-hosted and used at no licence cost. It is released under the MIT licence. A commercial or hosted edition starts at $1. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://www.langchain.com/pricing","question":"Is LangChain free to use?","confidence":0.6},{"answer":"We have confirmed browser-based access to LangChain. 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.langchain.com/pricing","question":"What platforms does LangChain support?","confidence":0.6},{"answer":"Yes. LangChain can be deployed cloud / SaaS, hybrid and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.langchain.com/pricing","question":"Can LangChain be self-hosted?","confidence":0.6},{"answer":"We have confirmed 8 integrations for LangChain, including OpenAI, Anthropic, Cohere, Google, Azure AI Search, Microsoft Fabric, Azure Kubernetes Service and OpaquePrompts. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.langchain.com/pricing","question":"What does LangChain integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001, HIPAA and GDPR for LangChain. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as LangChain not holding them. Always confirm compliance directly before you rely on it.","source":"https://trust.langchain.com","question":"What security certifications does LangChain have?","confidence":0.7},{"answer":"Yes. LangChain is published under the MIT licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/langchain-ai/langchain","question":"Is LangChain open source?","confidence":0.99},{"answer":"LangChain is available worldwide. The vendor is headquartered in the United States.","source":"https://www.langchain.com/pricing","question":"Where is LangChain available?","confidence":0.75}]` |
| deployment.options | `{"self_hosted":true}` | `{"cloud":true,"hybrid":true,"self_hosted":true}` |
| description.long | A multi-agent framework designed to explore and implement the principles that govern how agent systems scale, enabling the simulation and coordination of numerous specialized agents for diverse applications—from knowledge access and synthetic data generation to real-world task automation. | A unified developer platform consisting of open-source frameworks and commercial tools for building, testing, monitoring, and deploying AI agents and LLM-powered applications. |
| features.capabilities | `{"mcp_support":true,"open_source":true,"pricing_model":"free_open_source","deployment_model":"library-self-hosted","human_in_the_loop":true,"multi_language_sdk":true,"memory_architecture":"persistent","orchestration_model":"multi-agent-hierarchical","architecture_paradigm":"conversational_hierarchy","tool_function_calling":true,"model_provider_agnostic":true,"mit_or_apache_permissive_oss_license":true,"native_observability_and_trace_logging":true,"fault_tolerance_and_llm_retry_mechanisms":true,"native_memory_and_state_persistence_layer":true,"tool_calling_and_function_schema_validation":true,"managed_cloud_runtime_infrastructure_offered":false,"synchronous_and_asynchronous_execution_modes":true,"dynamic_agent_generation_and_spawning_at_runtime":true}` | `{"role":"observability","evaluation":true,"a2a_support":true,"mcp_support":true,"open_source":true,"managed_cloud":true,"model_serving":true,"pricing_model":"usage-based-saas","self_hostable":true,"multi_provider":true,"vpc_deployment":true,"otel_compatible":true,"deployment_model":"managed-platform","no_train_on_data":"unknown","streaming_output":true,"human_in_the_loop":true,"llm_observability":true,"prompt_management":true,"framework_agnostic":true,"multi_language_sdk":true,"experiment_tracking":true,"memory_architecture":"persistent","orchestration_model":"multi-agent-sequential","tool_function_calling":true,"code_execution_sandbox":true,"model_provider_agnostic":true}` |
| integrations.count | 2 | 1,000 |
| integrations.list | `[{"name":"Google Scholar"},{"name":"arXiv"},{"name":"Slack"},{"name":"Cloudflare"},{"name":"Claude"},{"name":"GPT-3.5 Turbo"},{"name":"JIRA"},{"name":"PowerPoint"},{"name":"HumanLayer"},{"name":"MCP servers"}]` | `[{"name":"OpenAI"},{"name":"Anthropic"},{"name":"Cohere"},{"name":"Google"},{"name":"Azure OpenAI"},{"name":"Azure AI Search"},{"name":"Microsoft Fabric"},{"name":"Azure Kubernetes Service"},{"name":"OpaquePrompts"},{"name":"AWS","native":true,"category":"cloud_platform","direction":"bidirectional"},{"name":"MCP (Model Context Protocol)","native":true,"category":"tool_framework","direction":"bidirectional"}]` |
| language.primary | Python | Python |
| license.spdx | Apache-2.0 | MIT |
| market.availability | `{"hqCountry":"SA","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"web":true}` |
| pricing | `{"type":"open_source","freeTier":true,"sourceUrl":"https://www.camel-ai.org/","retrievedAt":"2026-09-13T20:07:22.126Z"}` | `{"type":"hybrid","plans":[{"free":true,"name":"Developer","summary":"Free, 1 seat, 5k traces/month","features":["1 free seat","5000 base traces per month","Full LangSmith access"],"minSeats":1,"commitment":"monthly","components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"Personal projects with full LangSmith access and limited monthly trace allowance","contactSales":false,"includedLimits":{"traces":"5000/month"}},{"free":false,"name":"Plus","summary":"$39/seat/month, unlimited seats, 10k traces/month included","features":["Unlimited seats","10000 base traces per month","1 free small serverless deployment","Team collaboration","LangSmith Deployment service access"],"commitment":"monthly","components":[{"kind":"per_unit","unit":"seat","amount":39,"period":"month","currency":"USD"}],"description":"Teams with moderate usage, collaboration needs, and one free small serverless deployment","contactSales":false,"includedLimits":{"traces":"10000/month","serverless_deployments":"1 small"}},{"free":false,"name":"Enterprise","summary":"Custom pricing, annual billing","features":["Advanced administration options","Enhanced security controls","Priority support","Custom deployment options"],"commitment":"annual","description":"Advanced administration, enhanced security, and custom deployment options","contactSales":true}],"addOns":[{"name":"Serverless Deployments"},{"name":"Dedicated Deployments"}],"summary":"Free Developer plan. Plus plan from $39/user/mo with unlimited seats. Enterprise custom pricing billed annually.","currency":"USD","freeTier":true,"sourceUrl":"https://www.langchain.com/pricing","retrievedAt":"2026-10-05T11:09:38.893Z","startingPrice":{"unit":"seat","amount":39,"period":"month","currency":"USD"},"billingPeriods":["month","year"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | open_source | freemium |
| pricing.price_level | free | mid |
| pricing.starting_price | - | `{"amount":39,"currency":"USD"}` |
| pricing.transparent | yes | yes |
| release.cadence_days | 4 | - |
| release.history | `[{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.91a7","date":"2026-09-03T05:28:59Z","type":"prerelease","version":"v0.2.91a7"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.91a6","date":"2026-09-03T05:12:24Z","type":"prerelease","version":"v0.2.91a6"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.91a5","date":"2026-07-13T11:24:37Z","type":"prerelease","version":"v0.2.91a5"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.91a4","date":"2026-04-30T13:18:53Z","type":"prerelease","version":"v0.2.91a4"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.91a3","date":"2026-04-25T14:01:06Z","type":"prerelease","version":"v0.2.91a3"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.91a2","date":"2026-04-24T07:09:33Z","type":"prerelease","version":"v0.2.91a2"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.91a1","date":"2026-04-14T13:11:09Z","type":"prerelease","version":"v0.2.91a1"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.91a0","date":"2026-04-13T16:57:29Z","type":"prerelease","version":"v0.2.91a0"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.90","date":"2026-03-22T08:37:36Z","type":"stable","version":"v0.2.90"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.90a6","date":"2026-03-13T14:49:53Z","type":"prerelease","version":"v0.2.90a6"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.90a5","date":"2026-03-03T11:07:54Z","type":"prerelease","version":"v0.2.90a5"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.90a4","date":"2026-02-25T21:24:11Z","type":"prerelease","version":"v0.2.90a4"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.90a3","date":"2026-02-21T08:08:30Z","type":"prerelease","version":"v0.2.90a3"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.90a2","date":"2026-02-21T05:03:49Z","type":"prerelease","version":"v0.2.90a2"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.90a1","date":"2026-02-12T22:33:00Z","type":"prerelease","version":"v0.2.90a1"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.90a0","date":"2026-02-12T20:53:55Z","type":"prerelease","version":"v0.2.90a0"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.89","date":"2026-02-12T08:45:33Z","type":"stable","version":"v0.2.89"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.87","date":"2026-02-11T17:30:24Z","type":"stable","version":"v0.2.87"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.86","date":"2026-02-10T13:29:23Z","type":"stable","version":"v0.2.86"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.85","date":"2026-01-26T22:13:51Z","type":"stable","version":"v0.2.85"}]` | `[{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-text-splitters%3D%3D1.1.3","date":"2026-10-02T15:46:49Z","type":"stable","version":"langchain-text-splitters==1.1.3"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-openai%3D%3D1.6.7","date":"2026-09-30T15:12:17Z","type":"stable","version":"langchain-openai==1.6.7"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-core%3D%3D1.6.6","date":"2026-09-29T14:53:11Z","type":"stable","version":"langchain-core==1.6.6"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-anthropic%3D%3D1.7.5","date":"2026-09-29T15:22:20Z","type":"stable","version":"langchain-anthropic==1.7.5"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain%3D%3D1.4.3","date":"2026-09-28T20:17:43Z","type":"stable","version":"langchain==1.4.3"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-fireworks%3D%3D1.7.0","date":"2026-09-28T20:46:50Z","type":"stable","version":"langchain-fireworks==1.7.0"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-fireworks%3D%3D1.6.3","date":"2026-09-25T12:57:38Z","type":"stable","version":"langchain-fireworks==1.6.3"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-core%3D%3D1.6.5","date":"2026-09-24T18:11:22Z","type":"stable","version":"langchain-core==1.6.5"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-openai%3D%3D1.6.6","date":"2026-09-24T11:31:31Z","type":"stable","version":"langchain-openai==1.6.6"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-openai%3D%3D1.6.5","date":"2026-09-23T15:31:52Z","type":"stable","version":"langchain-openai==1.6.5"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-anthropic%3D%3D1.7.4","date":"2026-09-23T17:56:03Z","type":"stable","version":"langchain-anthropic==1.7.4"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-openrouter%3D%3D0.2.9","date":"2026-09-22T04:16:11Z","type":"stable","version":"langchain-openrouter==0.2.9"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-openai%3D%3D1.6.4","date":"2026-09-22T22:37:09Z","type":"stable","version":"langchain-openai==1.6.4"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-fireworks%3D%3D1.6.2","date":"2026-09-22T04:44:04Z","type":"stable","version":"langchain-fireworks==1.6.2"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-deepseek%3D%3D1.1.1","date":"2026-09-22T04:30:11Z","type":"stable","version":"langchain-deepseek==1.1.1"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-anthropic%3D%3D1.7.3","date":"2026-09-22T22:08:13Z","type":"stable","version":"langchain-anthropic==1.7.3"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-openai%3D%3D1.6.3","date":"2026-09-21T18:32:44Z","type":"stable","version":"langchain-openai==1.6.3"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-core%3D%3D1.6.4","date":"2026-09-21T15:51:23Z","type":"stable","version":"langchain-core==1.6.4"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-typesafe%3D%3D0.0.1a3","date":"2026-09-20T18:54:54Z","type":"stable","version":"langchain-typesafe==0.0.1a3"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain%3D%3D1.4.2","date":"2026-09-18T17:31:25Z","type":"stable","version":"langchain==1.4.2"}]` |
| reliability.sla_pct | - | 99.5 |
| reliability.status_page | - | yes |
| security.disclosure_policy | - | yes |
| security.gdpr | - | yes |
| security.hipaa | - | yes |
| security.iso27001 | - | yes |
| security.scorecard | 6.8 | 5.8 |
| security.soc2 | - | yes |
| security.trust_center | - | https://www.langchain.com/blog/building-governed-agents-a-framework-for-cost-control-and-compliance |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Fcamel-ai%2FCAMEL&per_page=100","last_12m":0,"max_severity":null}` | `{"count":21,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=langchain&per_page=100","last_12m":2,"max_severity":"CRITICAL"}` |

## Capabilities (AI Agent Frameworks)

| Capability | CAMEL | LangChain |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Orchestration model | Multi agent hierarchical | Multi agent sequential |
| Model provider agnostic | ✓ | ✓ |
| Tool function calling | ✓ | ✓ |
| Code execution sandbox | - | ✓ |
| Memory architecture | Persistent | Persistent |
| Mcp support | ✓ | ✓ |
| A2a support | - | ✓ |
| Human in the loop | ✓ | ✓ |
| Streaming output | - | ✓ |
| Structured output | - | - |
| Multi language SDK | ✓ | ✓ |
| Deployment model | Library self hosted | Managed platform |
| Open source | ✓ | ✓ |
| Pricing model | free_open_source | Usage based saas |

*Source: vioscaleAI. Generated 2026-10-16T20:10:40.042Z. "-" = undocumented, not absent.*