# AutoGen vs ReOpenly

| Attribute | AutoGen | ReOpenly |
|---|---|---|
| **vioscaleAI score** | 61.2 (56% (medium)) | 65.5 (40% (low)) |
| adoption.dependent_repos | 0 | - |
| adoption.github_stars | 61,388 | - |
| adoption.package_downloads_weekly | 130,424 | - |
| content.faq | `[{"answer":"A programming framework that enables developers to create autonomous agents and multi-agent systems using AI. It supports orchestration, tool use, and integration with various language model providers. It is indexed under MLOps & LLMOps Tools.","source":"https://microsoft.github.io/autogen","question":"What is AutoGen?","confidence":0.6},{"answer":"AutoGen is open source, so it can be self-hosted and used at no licence cost. It is released under the CC-BY-4.0 licence. Pricing changes often, so verify at source before relying on it.","source":"https://microsoft.github.io/autogen","question":"Is AutoGen free to use?","confidence":0.6},{"answer":"Yes. AutoGen can be deployed self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://microsoft.github.io/autogen","question":"Can AutoGen be self-hosted?","confidence":0.6},{"answer":"We have confirmed 7 integrations for AutoGen, including OpenAI, Anthropic, Azure AI, Bedrock, Ollama, DuckDuckGo Search and Model Context Protocol (MCP). This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://microsoft.github.io/autogen","question":"What does AutoGen integrate with?","confidence":0.6},{"answer":"Yes. AutoGen is published under the CC-BY-4.0 licence, a copyleft licence, so check its terms before embedding it in a closed-source product. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/microsoft/autogen","question":"Is AutoGen open source?","confidence":0.95}]` | `[{"answer":"ReOpenly is an end-to-end platform that handles the infrastructure and training pipeline for fine-tuning open-source models on your dataset, then serving them via hosted API or downloading the weights for self-deployment. Smaller models tuned to specific tasks achieve comparable accuracy to large generalist models at significantly lower cost. It is indexed under MLOps & LLMOps Tools.","source":"https://reopenly.com/pt/pricing/","question":"What is ReOpenly?","confidence":0.6},{"answer":"ReOpenly offers a free tier, so you can start without paying. Paid plans start at $0.03 per GPU per minute. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://reopenly.com/pt/pricing/","question":"Is ReOpenly free?","confidence":0.6},{"answer":"We have confirmed browser-based access to ReOpenly. 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://reopenly.com/pt/pricing/","question":"What platforms does ReOpenly support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for ReOpenly, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://reopenly.com/pt/pricing/","question":"Can ReOpenly be self-hosted?","confidence":0.6},{"answer":"We have confirmed 3 integrations for ReOpenly, including LangChain, n8n and OpenAI. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://reopenly.com/pt/pricing/","question":"What does ReOpenly integrate with?","confidence":0.6},{"answer":"ReOpenly is available worldwide. Its primary market is Brazil. The vendor is headquartered in Brazil.","source":"https://reopenly.com/pt/pricing/","question":"Where is ReOpenly available?","confidence":0.75}]` |
| deployment.options | `{"self_hosted":true}` | `{"cloud":true}` |
| description.long | A programming framework for creating applications with multiple AI agents that coordinate and communicate to solve tasks. It supports various language models, tool execution, memory management, and distributed execution with built-in observability. | ReOpenly is an end-to-end platform that handles the infrastructure and training pipeline for fine-tuning open-source models on your dataset, then serving them via hosted API or downloading the weights for self-deployment. Smaller models tuned to specific tasks achieve comparable accuracy to large generalist models at significantly lower cost. |
| features.capabilities | `{"role":"framework","evaluation":false,"managed_cloud":false,"model_serving":false,"pricing_model":"free_open_source","self_hostable":true,"multi_provider":true,"vpc_deployment":true,"otel_compatible":true,"no_train_on_data":"yes","llm_observability":true,"prompt_management":false,"framework_agnostic":true,"experiment_tracking":false,"architecture_paradigm":"graph_based_cycles","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,"synchronous_and_asynchronous_execution_modes":true,"streaming_output_and_intermediate_step_yielding":true,"dynamic_agent_generation_and_spawning_at_runtime":true}` | `{"role":"platform","evaluation":true,"managed_cloud":true,"model_serving":true,"self_hostable":true,"vpc_deployment":true,"no_train_on_data":"unknown","framework_agnostic":true}` |
| integrations.count | 11 | 3 |
| integrations.list | `[{"name":"OpenAI"},{"name":"Anthropic"},{"name":"Azure AI"},{"name":"Bedrock"},{"name":"Ollama"},{"name":"AzureOpenAI"},{"name":"DuckDuckGo Search"},{"name":"Model Context Protocol (MCP)"},{"name":"Azure OpenAI","native":true,"category":"llm"},{"name":"Llama","native":true,"category":"llm"},{"name":"Model-Context Protocol","native":true,"category":"protocols"},{"name":"Docker","native":true,"category":"infrastructure"},{"name":"Redis","native":true,"category":"storage","direction":"bidirectional"},{"name":"DuckDuckGo","native":true,"category":"search","direction":"outbound"},{"name":"OpenTelemetry","native":true,"category":"observability","direction":"outbound"},{"name":"MCP","native":true,"category":"integration","direction":"bidirectional"},{"name":"Semantic Kernel","native":true,"category":"framework","direction":"bidirectional"}]` | `[{"name":"LangChain","category":"framework"},{"name":"n8n","category":"automation"},{"name":"OpenAI","category":"llm"}]` |
| language.primary | Python | - |
| license.spdx | CC-BY-4.0 | - |
| market.availability | - | `{"hqCountry":"BR","primaryMarkets":["BR"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"web":true}` |
| pricing | `{"type":"free_open_source","summary":"Free, open-source framework","freeTier":true,"sourceUrl":"https://microsoft.github.io/autogen","retrievedAt":"2026-09-11T19:14:48.765Z"}` | `{"type":"usage","plans":[{"free":false,"name":"Pay-as-you-go","summary":"$0.03/GPU minute (training and inference)","features":["Fine-tune small open models","Hosted inference","OpenAI-compatible API","Auto-save dataset curation","Real-time training loss visualization"],"components":[{"kind":"metered","unit":"GPU","amount":0.03,"period":"minute","currency":"USD"}],"contactSales":false}],"summary":"Usage-based: $0.03 per GPU minute. New accounts receive welcome credits.","currency":"USD","freeTier":true,"sourceUrl":"https://reopenly.com/pt/pricing/","retrievedAt":"2026-09-08T13:40:11.997Z","startingPrice":{"unit":"GPU","amount":0.03,"period":"minute","currency":"USD"}}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | freemium |
| pricing.price_level | low | low |
| pricing.starting_price | - | `{"amount":0.03,"currency":"USD"}` |
| pricing.transparent | yes | yes |
| release.cadence_days | 8 | - |
| release.history | `[{"url":"https://github.com/microsoft/autogen/releases/tag/python-v0.7.5","date":"2025-09-30T06:18:26Z","type":"stable","version":"python-v0.7.5"},{"url":"https://github.com/microsoft/autogen/releases/tag/python-v0.7.4","date":"2025-08-19T18:50:49Z","type":"stable","version":"python-v0.7.4"},{"url":"https://github.com/microsoft/autogen/releases/tag/python-v0.7.3","date":"2025-08-19T08:07:55Z","type":"stable","version":"python-v0.7.3"},{"url":"https://github.com/microsoft/autogen/releases/tag/python-v0.7.2","date":"2025-08-07T00:29:24Z","type":"stable","version":"python-v0.7.2"},{"url":"https://github.com/microsoft/autogen/releases/tag/python-v0.7.1","date":"2025-07-28T08:43:20Z","type":"stable","version":"python-v0.7.1"},{"url":"https://github.com/microsoft/autogen/releases/tag/python-v0.6.4","date":"2025-07-09T17:52:40Z","type":"stable","version":"python-v0.6.4"},{"url":"https://github.com/microsoft/autogen/releases/tag/python-v0.6.2","date":"2025-07-01T00:09:01Z","type":"stable","version":"python-v0.6.2"},{"url":"https://github.com/microsoft/autogen/releases/tag/python-v0.6.1","date":"2025-06-05T05:58:03Z","type":"stable","version":"python-v0.6.1"},{"url":"https://github.com/microsoft/autogen/releases/tag/python-v0.6.0","date":"2025-06-05T00:37:44Z","type":"stable","version":"python-v0.6.0"},{"url":"https://github.com/microsoft/autogen/releases/tag/python-v0.5.7","date":"2025-05-14T05:02:29Z","type":"stable","version":"python-v0.5.7"},{"url":"https://github.com/microsoft/autogen/releases/tag/python-v0.5.6","date":"2025-05-02T22:55:03Z","type":"stable","version":"python-v0.5.6"},{"url":"https://github.com/microsoft/autogen/releases/tag/python-v0.5.5","date":"2025-04-25T23:56:39Z","type":"stable","version":"python-v0.5.5"},{"url":"https://github.com/microsoft/autogen/releases/tag/python-v0.5.4","date":"2025-04-22T17:51:07Z","type":"stable","version":"python-v0.5.4"},{"url":"https://github.com/microsoft/autogen/releases/tag/python-v0.5.3","date":"2025-04-17T03:36:12Z","type":"stable","version":"python-v0.5.3"},{"url":"https://github.com/microsoft/autogen/releases/tag/python-v0.5.2","date":"2025-04-15T03:24:39Z","type":"stable","version":"python-v0.5.2"},{"url":"https://github.com/microsoft/autogen/releases/tag/python-v0.5.1","date":"2025-04-03T23:37:09Z","type":"stable","version":"python-v0.5.1"},{"url":"https://github.com/microsoft/autogen/releases/tag/python-v0.4.9.3","date":"2025-03-29T04:40:37Z","type":"stable","version":"python-v0.4.9.3"},{"url":"https://github.com/microsoft/autogen/releases/tag/autogenstudio-v0.4.2","date":"2025-03-17T18:06:09Z","type":"stable","version":"autogenstudio-v0.4.2"},{"url":"https://github.com/microsoft/autogen/releases/tag/python-v0.4.9.2","date":"2025-03-14T19:40:58Z","type":"stable","version":"python-v0.4.9.2"},{"url":"https://github.com/microsoft/autogen/releases/tag/python-v0.4.9","date":"2025-03-12T07:21:31Z","type":"stable","version":"python-v0.4.9"}]` | - |
| reliability.status_page | yes | - |
| security.scorecard | 5.5 | - |
| security.trust_center | - | https://reopenly.com/pt/privacy/ |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=nuget&package_name=microsoft.autogen.contracts&per_page=100","last_12m":0,"max_severity":null}` | - |

## Capabilities (MLOps & LLMOps Tools)

| Capability | AutoGen | ReOpenly |
|---|:--:|:--:|
| **Core** |  |  |
| Tool role | Agent / RAG framework | End-to-end ML platform |
| **Deployment** |  |  |
| Self-hostable / OSS core | ✓ | ✓ |
| Managed cloud available | ✗ | ✓ |
| On-prem / VPC deployment | ✓ | ✓ |
| **Observability** |  |  |
| LLM tracing / observability | ✓ | - |
| Evaluation (offline / LLM-judge / human) | ✗ | ✓ |
| **Dev** |  |  |
| Prompt management + versioning | ✗ | - |
| **Tracking** |  |  |
| Experiment tracking / model registry | ✗ | - |
| **Serving** |  |  |
| Model serving / inference endpoint | ✗ | ✓ |
| **Interop** |  |  |
| OpenTelemetry / OpenLLMetry compatible | ✓ | - |
| Framework-agnostic | ✓ | ✓ |
| **Gateway** |  |  |
| Multi-provider model support | ✓ | - |
| **Data** |  |  |
| No-train-on-customer-data guarantee | Yes | Unknown |

*Source: vioscaleAI. Generated 2026-10-16T20:35:22.452Z. "-" = undocumented, not absent.*