AI Agent Platforms and Orchestration
81TriVista score
OpenAI Agents SDK
A free, open-source developer library from OpenAI for building custom AI agents in code, with tools and handoffs between agents.
AutoGen
AI tool profile ·
A free, open-source framework from Microsoft Research for building systems where several AI agents talk to each other to finish a task.
68TriVista score
Category rankTied #11 in AI Agent Platforms and Orchestration
Baseline ELO1,459.8
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At a glance
What it does
AutoGen is a free, open-source framework for building AI agents that communicate with each other to complete a task. It offers three ways to build: AutoGen Studio, a web interface for prototyping agents without code; AgentChat, a Python kit for conversational multi-agent apps; and Core, a lower-level, event-driven framework for complex systems. Developers can connect agents to OpenAI's Chat Completion and Assistant APIs, add tools through the Model Context Protocol, or MCP, run generated code safely inside Docker containers, and run distributed agents that communicate over gRPC, a method for connecting services across machines. It comes from Microsoft Research rather than a product team, so expect faster change than in a fully supported commercial product.
Where it can help
This fits a technical team that wants to experiment with multi-agent designs, such as two agents that critique and revise each other's work, before committing to a heavier commercial platform. AutoGen Studio is a reasonable way to prototype an idea without full coding effort, and AgentChat and Core give more control once the design is clearer. There is no license cost, but budget developer time for setup and for keeping up with a framework that changes often, plus the underlying model API costs, since AutoGen does not include model access. The main risk is stability: expect breaking changes between versions and plan testing time before each upgrade.
Cost guide
What it can cost
These estimates cover licensing, setup, integrations, staff time, security, administration, and support.
| Cost measure | Low | Base | High |
|---|---|---|---|
| First-year total | $57.8K | $91.9K | $149.2K |
| Three-year total | $121.4K | $184.7K | $288K |
| First-year cost per unit | $57.8K | $91.9K | $149.2K |
| Average annual cost per unit (over three years) | $40.5K | $61.6K | $96K |
Cost breakdown by scenario
| Component | Low | Base | High |
|---|---|---|---|
| Licensing and usage | $16.5K | $22K | $29.7K |
| Implementation | $9.6K | $16K | $27.2K |
| Integration | $12.1K | $22K | $39.6K |
| Staff time and change management | $6.3K | $9K | $12.6K |
| Security | $4.9K | $7K | $10.5K |
| Administration | $3.8K | $5K | $6.8K |
| Support | $1.9K | $2.5K | $3.4K |
Estimate assumptions: Based on 1 production deployment. This is a planning allowance, not verified product pricing. Confirm the vendor’s billing unit and current price or quote before budgeting.
Benefits have not been estimated: The current research does not estimate potential savings, return on investment, or how long it would take to recover the cost. Earlier benefit estimates are excluded.
Get started
What you need first
What you need firstSet up the basics
Confirm current product identity, commercial packaging, data processing terms, sign-in and access rules, retention, integrations, support model, implementation effort, and rollback conditions.
How to startSet clear limits
Verify identity, package, availability, ownership, pricing, and security evidence before approving a pilot
Before you scaleSet safe working rules
Recommended next action
Do not approve a pilot yet. Verify the current product identity, package, availability, owner, pricing, and security evidence; then define one workflow, a baseline, and rollback criteria.
Decision ownerBusiness and technology owner
STARTSet a goal and owner
Define what success looks like for a test of AutoGen and assign someone to lead it.
FIRST MONTHTest one workflow
Once the requirements above are met, compare a small trial with how your team works today.
MONTH TWOReview actual use
Track adoption, output quality, business results, and actual costs against the estimate.
MONTH THREEDecide what comes next
Use the results to decide whether to stop, adjust, or expand the pilot.
Risk profile
Required controls
Security and safe use
Confirm encryption, how the vendor uses your data, customer data separation, how long data stays and how to delete it, activity records, sign-in and user setup, where data is handled, other companies that process data, past incidents, and what your team must manage.
Exit and rollback
Review before rollout: confirm how to export your data, revoke access, and return to your existing workflow. Assign an owner and test the rollback plan before expanding use.
Recommended next step
Do not approve a pilot yet. Verify the current product identity, package, availability, owner, pricing, and security evidence; then define one workflow, a baseline, and rollback criteria.
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How to learn more about this tool
Where to check the product, price, security, and support.
Official product information
microsoft.github.io/autogen/stable/index.html
Read official information →
Score history
How the rating has changed
Recorded score and category rank across research updates.
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TriVista Score 68.3/100Category rank #11
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