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Introducing Respan Router
OpenAI Agents SDK

OpenAI Agents SDK: Agent Frameworks

Founded 2025|San Francisco, CA|501-1000 people

What is OpenAI Agents SDK?

Strengths and tradeoffs

What this tool does well, and the limitations to keep in mind.

Pros

  • Completely free and open-source SDK
  • Lightweight architecture with minimal learning curve
  • Production-ready from launch with proven enterprise adoption
  • Handles 80 percent of use cases without complexity

Cons

  • API usage costs can escalate quickly with complex agent workflows
  • Less suitable for workflows requiring deep customization
  • Tightly coupled to OpenAI ecosystem
  • Simpler than LangGraph which may limit advanced use cases

Plans & pricing

What's included in each plan, and how the tiers compare.

SDK

Free

 

  • Open-source framework
  • Four core primitives
  • Production-ready
  • Full documentation

API Usage

Pay-as-you-go

Per token

  • Model-specific pricing
  • GPT-5.4 from $2.50/M tokens
  • Flexible scaling
  • No minimum commitment
View official pricing page

Using OpenAI Agents SDK with Respan

OpenAI Agents SDK and Respan enable agent development with cost tracking. Build agents with OpenAI SDK while monitoring usage and costs with Respan.

  • Track OpenAI API costs for agent operations across different models
  • Monitor agent performance and execution patterns
  • Debug agent workflows with Respan detailed traces
  • Optimize agent token usage based on Respan cost analytics

Run OpenAI Agents SDK in production with Respan

10KFree traces/mo
1,000+Models
5 minSetup

Respan lets you trace LLM and agent calls across any model or framework, A/B test prompts on production traffic, and route requests across 1,000+ models through one gateway.

Try Respan free

Best OpenAI Agents SDK alternatives & competitors

Top companies in Agent Frameworks you can use instead of OpenAI Agents SDK.

View all OpenAI Agents SDK alternatives

Compare OpenAI Agents SDK

Side-by-side comparisons with other tools in this category.

Best integrations for OpenAI Agents SDK

Companies from adjacent layers in the AI stack that work well with OpenAI Agents SDK.

Last verified: March 9, 2026