# AG2 vs Amazon Bedrock Agents

| Attribute | AG2 | Amazon Bedrock Agents |
|---|---|---|
| **Vioscale score** | 52.3 (35% (low)) | 62.5 (34% (low)) |
| activity.commits_last_30d | 64 | - |
| adoption.dependent_repos | 0 | - |
| adoption.github_stars | 4,890 | - |
| 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. | A managed platform for building and deploying AI agents that break down multi-step requests, retrieve information from knowledge bases and data sources, and execute tasks autonomously. Agents use foundation model reasoning to understand intent, gather relevant context, and coordinate actions across company systems. |
| 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}` | - |
| integrations.count | 8 | - |
| integrations.list | `[{"name":"OpenAI"},{"name":"Anthropic"},{"name":"Google ADK"},{"name":"LangChain"},{"name":"AG-UI Protocol"},{"name":"MCP"},{"name":"AgentSkills.io"},{"name":"SkillsMP"}]` | - |
| language.primary | Python | - |
| license.spdx | Apache-2.0 | - |
| market.availability | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"US","primaryMarkets":["US"],"availabilityScope":"global","availableCountries":["US"],"notAvailableCountries":[]}` |
| platform.support | - | `{"cli":true,"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":"usage","summary":"Usage-based pricing varies by foundation model provider and modality (text input/output tokens, embeddings, etc.); specific rates depend on selected model. Free tier available.","currency":"USD","freeTier":true,"sourceUrl":"https://aws.amazon.com/bedrock/pricing/","retrievedAt":"2026-08-17T21:30:47.041Z"}` |
| pricing.free_tier | yes | yes |
| pricing.model | commercial | freemium |
| pricing.price_level | low | low |
| 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.fedramp | - | yes |
| security.gdpr | yes | yes |
| security.hipaa | - | yes |
| security.pci | - | yes |
| 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 | Amazon Bedrock Agents |
|---|:--:|:--:|
| **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 | - |
| Open source | ✓ | - |
| Pricing model | - | - |

*Source: Vioscale. Generated 2026-09-01T14:47:14.199Z. "-" = undocumented, not absent.*