# Botsify vs LangChain

**Leader by vioscaleAI score:** LangChain

| Attribute | Botsify | LangChain |
|---|---|---|
| **vioscaleAI score** | 56.5 (25% (low)) | 78.7 (70% (medium)) |
| activity.commits_last_30d | - | 100 |
| adoption.dependent_repos | - | 18,663 |
| adoption.github_stars | - | 145,850 |
| adoption.package_downloads_weekly | - | 2,643,558 |
| content.faq | - | `[{"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 | `{"cloud":true}` | `{"cloud":true,"hybrid":true,"self_hosted":true}` |
| description.long | Botsify is a white-label AI agent and chatbot platform that helps agencies and businesses build, deploy, and resell AI automation across websites, WhatsApp, Instagram, Slack, SMS, and more. | 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. |
| features.capabilities | `{"mcp_support":true,"pricing_model":"usage-based-saas","deployment_model":"managed-platform","tool_function_calling":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,"memory_architecture":"persistent","orchestration_model":"multi-agent-sequential","tool_function_calling":true,"code_execution_sandbox":true,"model_provider_agnostic":true}` |
| integrations.count | 5,000 | 1,000 |
| integrations.list | `[{"name":"Gmail"},{"name":"HubSpot"},{"name":"Slack"},{"name":"Zapier"},{"name":"Salesforce"},{"name":"Shopify"},{"name":"Stripe"},{"name":"Facebook Messenger"},{"name":"Instagram"},{"name":"WhatsApp"},{"name":"SMS"},{"name":"Telegram"}]` | `[{"name":"OpenAI"},{"name":"Anthropic"},{"name":"Cohere"},{"name":"Google"},{"name":"Azure OpenAI"},{"name":"Azure AI Search"},{"name":"Microsoft Fabric"},{"name":"Azure Kubernetes Service"},{"name":"OpaquePrompts"}]` |
| language.primary | - | Python |
| license.spdx | - | MIT |
| market.availability | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"web":true}` |
| pricing | `{"type":"subscription","plans":[{"free":false,"name":"Done-for-You Agent Pricing","summary":"$149/month or $1,490/year","features":["Unlimited AI Agents","30,000 Credits per month (1 credit = 1 message)","60 minutes of voice calls per month","Unlimited Credits via BYOK","Model Context Protocol (MCP) integration","Document and Web Search integration","Schedule Agents","Dedicated personal success manager","Multi-channel deployment (Messenger, SMS, Website, WhatsApp, Instagram, Telegram, Slack)","1-Agent development free ($100/month value)","Access to all Botsify Resources","Personal Onboarding Session","3 Months Chat History","Automation Strategy Call booking"],"components":[{"kind":"fixed","amount":149,"period":"month","currency":"USD"},{"kind":"fixed","amount":1490,"period":"year","currency":"USD"}],"contactSales":false,"includedLimits":{"credits_per_month":"30,000","voice_calls_per_month":"60 minutes"}}],"summary":"$149/month or $1,490/year","currency":"USD","sourceUrl":"https://botsify.com/pricing","retrievedAt":"2026-09-10T22:15:43.773Z","startingPrice":{"amount":149,"period":"month","currency":"USD"},"billingPeriods":["month","year"]}` | `{"type":"subscription","plans":[{"free":true,"name":"Developer","summary":"Free tier: 1 seat, 5k traces/month","features":["1 free seat","5k base traces/month","Tracing and analytics","Access to LangSmith platform"],"minSeats":1,"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"Personal projects and single-seat usage","contactSales":false,"includedLimits":{"traces":"5k/month"}},{"free":false,"name":"Plus","summary":"$39/seat/month + usage (LCU/LSU), 10k traces included, 1 free small deployment","features":["Unlimited seats","10k base traces/month","1 free small serverless deployment","Full tracing and analytics","Evaluation tools"],"commitment":"monthly","components":[{"kind":"per_unit","unit":"seat","amount":39,"period":"month","currency":"USD"},{"per":{"qty":1,"unit":"LCU"},"kind":"metered","amount":1.5,"currency":"USD"},{"per":{"qty":1,"unit":"LSU"},"kind":"metered","amount":1,"currency":"USD"}],"description":"Teams with moderate usage and collaboration requirements","contactSales":false,"includedLimits":{"traces":"10k/month","serverless_deployments":"1 small free"}},{"free":false,"name":"Enterprise","summary":"Custom pricing, annual billing, includes premium support and white-glove onboarding","features":["Advanced administration","Dedicated support","Custom deployments","White-glove onboarding","Proactive monitoring","Premium SLA"],"commitment":"annual","description":"Advanced security, support, and custom deployment options","contactSales":true}],"addOns":[{"name":"Additional Serverless/Dedicated Deployments"}],"summary":"Free Developer plan (5k traces). Plus plan $39/seat/month. Enterprise custom. Usage-based pricing for compute (LCU=$1.50) and storage (LSU=$1.00).","currency":"USD","freeTier":true,"sourceUrl":"https://www.langchain.com/pricing","retrievedAt":"2026-08-21T12:42:05.738Z","startingPrice":{"unit":"seat","amount":39,"period":"month","currency":"USD"},"billingPeriods":["month","year"]}` |
| pricing.free_tier | - | yes |
| pricing.model | commercial | freemium |
| pricing.price_level | high | mid |
| pricing.starting_price | `{"amount":149,"currency":"USD"}` | `{"amount":39,"currency":"USD"}` |
| pricing.transparent | yes | yes |
| release.history | - | `[{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-core%3D%3D1.6.2","date":"2026-09-04T21:29:42Z","type":"stable","version":"langchain-core==1.6.2"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain%3D%3D1.4.0","date":"2026-09-03T16:59:53Z","type":"stable","version":"langchain==1.4.0"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-anthropic%3D%3D1.7.1","date":"2026-09-03T15:42:00Z","type":"stable","version":"langchain-anthropic==1.7.1"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain%3D%3D1.4.0a4","date":"2026-09-02T05:35:20Z","type":"stable","version":"langchain==1.4.0a4"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain%3D%3D1.4.0a3","date":"2026-09-01T17:19:30Z","type":"stable","version":"langchain==1.4.0a3"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain%3D%3D1.4.0a2","date":"2026-08-28T16:19:22Z","type":"prerelease","version":"langchain==1.4.0a2"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain%3D%3D1.4.0a1","date":"2026-08-27T22:21:08Z","type":"stable","version":"langchain==1.4.0a1"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain%3D%3D1.3.18","date":"2026-08-27T17:33:28Z","type":"stable","version":"langchain==1.3.18"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-fireworks%3D%3D1.6.1","date":"2026-08-27T21:56:28Z","type":"stable","version":"langchain-fireworks==1.6.1"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-core%3D%3D1.6.1","date":"2026-08-27T19:31:34Z","type":"stable","version":"langchain-core==1.6.1"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-anthropic%3D%3D1.7.0","date":"2026-08-27T15:24:16Z","type":"stable","version":"langchain-anthropic==1.7.0"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain%3D%3D1.3.17","date":"2026-08-25T02:40:53Z","type":"stable","version":"langchain==1.3.17"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-perplexity%3D%3D1.4.1","date":"2026-08-21T14:08:45Z","type":"stable","version":"langchain-perplexity==1.4.1"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain%3D%3D1.3.16","date":"2026-08-20T14:35:30Z","type":"stable","version":"langchain==1.3.16"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-fireworks%3D%3D1.6.0","date":"2026-08-20T17:47:18Z","type":"stable","version":"langchain-fireworks==1.6.0"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-anthropic%3D%3D1.6.1","date":"2026-08-20T14:06:49Z","type":"stable","version":"langchain-anthropic==1.6.1"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-openai%3D%3D1.6.0","date":"2026-08-19T21:45:02Z","type":"stable","version":"langchain-openai==1.6.0"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-core%3D%3D1.6.0","date":"2026-08-19T15:55:57Z","type":"stable","version":"langchain-core==1.6.0"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-anthropic%3D%3D1.6.0","date":"2026-08-19T21:39:54Z","type":"stable","version":"langchain-anthropic==1.6.0"},{"url":"https://github.com/langchain-ai/langchain/releases/tag/langchain-openai%3D%3D1.5.2a1","date":"2026-08-18T01:51:38Z","type":"stable","version":"langchain-openai==1.5.2a1"}]` |
| reliability.sla_pct | - | 99.5 |
| reliability.status_page | - | yes |
| security.disclosure_policy | - | yes |
| security.gdpr | yes | yes |
| security.hipaa | - | yes |
| security.iso27001 | - | yes |
| security.scorecard | - | 5.9 |
| security.soc2 | - | yes |
| security.trust_center | https://botsify.com/privacy-policy | https://www.langchain.com/blog/building-governed-agents-a-framework-for-cost-control-and-compliance |
| security.vulnerabilities | - | `{"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 | Botsify | LangChain |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Orchestration model | - | Multi agent sequential |
| Model provider agnostic | - | ✓ |
| Tool function calling | ✓ | ✓ |
| Code execution sandbox | - | ✓ |
| Memory architecture | - | Persistent |
| Mcp support | ✓ | ✓ |
| A2a support | - | ✓ |
| Human in the loop | - | ✓ |
| Streaming output | - | ✓ |
| Structured output | - | - |
| Multi language SDK | - | ✓ |
| Deployment model | Managed platform | Managed platform |
| Open source | - | ✓ |
| Pricing model | Usage based saas | Usage based saas |

*Source: vioscaleAI. Generated 2026-09-11T23:36:49.518Z. "-" = undocumented, not absent.*