# AG2 vs Botsify

| Attribute | AG2 | Botsify |
|---|---|---|
| **vioscaleAI score** | 56.3 (33% (low)) | 56.5 (25% (low)) |
| activity.commits_last_30d | 64 | - |
| adoption.dependent_repos | 0 | - |
| adoption.github_stars | 4,890 | - |
| content.faq | `[{"answer":"AG2 is an open-source programming framework that enables developers to build, coordinate, and deploy systems of autonomous AI agents. It provides a universal runtime for agents to interact with various language models, access tools, and operate with or without human oversight. It is indexed under AI Agent Frameworks.","source":"https://ag2.ai","question":"What is AG2?","confidence":0.6},{"answer":"AG2 offers a free tier, so you can start without paying. Pricing changes often, so verify at source before relying on it.","source":"https://ag2.ai","question":"Is AG2 free?","confidence":0.6},{"answer":"Yes. AG2 can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://ag2.ai","question":"Can AG2 be self-hosted?","confidence":0.6},{"answer":"We have confirmed 8 integrations for AG2, including OpenAI, Anthropic, Google ADK, LangChain, AG-UI Protocol, MCP, AgentSkills.io and SkillsMP. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://ag2.ai","question":"What does AG2 integrate with?","confidence":0.6},{"answer":"We have independently confirmed GDPR for AG2. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as AG2 not holding them. Always confirm compliance directly before you rely on it.","source":"https://ag2.ai/privacy-policy","question":"What security certifications does AG2 have?","confidence":0.7},{"answer":"Yes. AG2 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/ag2ai/ag2","question":"Is AG2 open source?","confidence":0.95},{"answer":"AG2 is available worldwide. The vendor is headquartered in the United States.","source":"https://ag2.ai","question":"Where is AG2 available?","confidence":0.75}]` | - |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"cloud":true}` |
| description.long | AG2 is an open-source programming framework that enables developers to build, coordinate, and deploy systems of autonomous AI agents. It provides a universal runtime for agents to interact with various language models, access tools, and operate with or without human oversight. | 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. |
| features.capabilities | `{"a2a_support":true,"mcp_support":true,"open_source":true,"deployment_model":"library-self-hosted","streaming_output":true,"human_in_the_loop":true,"structured_output":true,"memory_architecture":"persistent","orchestration_model":"multi-agent-hierarchical","tool_function_calling":true,"model_provider_agnostic":true}` | `{"mcp_support":true,"pricing_model":"usage-based-saas","deployment_model":"managed-platform","tool_function_calling":true}` |
| integrations.count | 8 | 5,000 |
| integrations.list | `[{"name":"OpenAI"},{"name":"Anthropic"},{"name":"Google ADK"},{"name":"LangChain"},{"name":"AG-UI Protocol"},{"name":"MCP"},{"name":"AgentSkills.io"},{"name":"SkillsMP"}]` | `[{"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"}]` |
| language.primary | Python | - |
| license.spdx | Apache-2.0 | - |
| market.availability | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | - | `{"web":true}` |
| pricing | `{"type":"hybrid","summary":"Free open-source tier; paid tiers include subscriptions for managed services and usage-based charges for API calls and agent interactions","freeTier":true,"sourceUrl":"https://ag2.ai","retrievedAt":"2026-08-21T10:59:15.415Z","billingPeriods":["month","year"]}` | `{"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"]}` |
| pricing.free_tier | yes | - |
| pricing.model | commercial | commercial |
| pricing.price_level | low | high |
| pricing.starting_price | - | `{"amount":149,"currency":"USD"}` |
| pricing.transparent | no | yes |
| release.cadence_days | 7 | - |
| release.history | `[{"url":"https://github.com/ag2ai/ag2/releases/tag/v1.0.2","date":"2026-08-15T05:28:39Z","type":"stable","version":"v1.0.2"},{"url":"https://github.com/ag2ai/ag2/releases/tag/v1.0.1","date":"2026-07-29T05:09:51Z","type":"stable","version":"v1.0.1"},{"url":"https://github.com/ag2ai/ag2/releases/tag/v1.0.0","date":"2026-07-27T00:54:17Z","type":"stable","version":"v1.0.0"},{"url":"https://github.com/ag2ai/ag2/releases/tag/v1.0.0b0","date":"2026-07-03T21:08:59Z","type":"stable","version":"v1.0.0b0"},{"url":"https://github.com/ag2ai/ag2/releases/tag/v0.14.0","date":"2026-06-26T04:47:32Z","type":"stable","version":"v0.14.0"},{"url":"https://github.com/ag2ai/ag2/releases/tag/v0.13.4","date":"2026-06-12T20:43:47Z","type":"stable","version":"v0.13.4"},{"url":"https://github.com/ag2ai/ag2/releases/tag/v0.13.3","date":"2026-06-05T08:13:29Z","type":"stable","version":"v0.13.3"},{"url":"https://github.com/ag2ai/ag2/releases/tag/v0.13.2","date":"2026-05-29T01:00:00Z","type":"stable","version":"v0.13.2"},{"url":"https://github.com/ag2ai/ag2/releases/tag/v0.13.1","date":"2026-05-23T01:20:53Z","type":"stable","version":"v0.13.1"},{"url":"https://github.com/ag2ai/ag2/releases/tag/v0.13.0","date":"2026-05-13T04:10:09Z","type":"stable","version":"v0.13.0"},{"url":"https://github.com/ag2ai/ag2/releases/tag/v0.12.3","date":"2026-05-06T05:00:11Z","type":"stable","version":"v0.12.3"},{"url":"https://github.com/ag2ai/ag2/releases/tag/v0.12.2","date":"2026-05-01T00:18:24Z","type":"stable","version":"v0.12.2"},{"url":"https://github.com/ag2ai/ag2/releases/tag/v0.12.1","date":"2026-04-24T22:16:52Z","type":"stable","version":"v0.12.1"},{"url":"https://github.com/ag2ai/ag2/releases/tag/v0.12.0","date":"2026-04-17T21:42:25Z","type":"stable","version":"v0.12.0"},{"url":"https://github.com/ag2ai/ag2/releases/tag/v0.11.5","date":"2026-04-04T23:58:58Z","type":"stable","version":"v0.11.5"},{"url":"https://github.com/ag2ai/ag2/releases/tag/v0.11.4","date":"2026-03-17T23:46:59Z","type":"stable","version":"v0.11.4"},{"url":"https://github.com/ag2ai/ag2/releases/tag/v0.11.3","date":"2026-03-16T01:15:44Z","type":"stable","version":"v0.11.3"},{"url":"https://github.com/ag2ai/ag2/releases/tag/v0.11.2","date":"2026-02-27T20:29:05Z","type":"stable","version":"v0.11.2"},{"url":"https://github.com/ag2ai/ag2/releases/tag/v0.11.1","date":"2026-02-16T00:26:10Z","type":"stable","version":"v0.11.1"},{"url":"https://github.com/ag2ai/ag2/releases/tag/v0.11.0","date":"2026-02-10T09:07:43Z","type":"stable","version":"v0.11.0"}]` | - |
| security.gdpr | yes | yes |
| security.trust_center | - | https://botsify.com/privacy-policy |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=conda&package_name=pyautogen&per_page=100","last_12m":0,"max_severity":null}` | - |

## Capabilities (AI Agent Frameworks)

| Capability | AG2 | Botsify |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Orchestration model | Multi agent hierarchical | - |
| 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 | Library self hosted | Managed platform |
| Open source | ✓ | - |
| Pricing model | - | Usage based saas |

*Source: vioscaleAI. Generated 2026-09-11T23:36:43.908Z. "-" = undocumented, not absent.*