Question 1

Is Portkey better than SWE-Agent?

Accepted Answer

It depends on your use case. Portkey is known for AI gateway for reliable and fast LLM applications, while SWE-Agent AI agent that autonomously fixes GitHub issues. See our full comparison above for a detailed breakdown.

Question 2

Is Portkey free?

Accepted Answer

Portkey pricing: Free + Pro plans.

Question 3

Is SWE-Agent free?

Accepted Answer

SWE-Agent pricing: Free (open-source).

Question 4

What are the main differences between Portkey and SWE-Agent?

Accepted Answer

Portkey and SWE-Agent differ in features, pricing, and platform support. Portkey: AI gateway for reliable and fast LLM applications. SWE-Agent: AI agent that autonomously fixes GitHub issues. See the full side-by-side comparison above for details.

Feature	Portkey	SWE-Agent
Category	LLM APIs & Inference	AI Agent Frameworks
Pricing	Free + Pro plans	Free (open-source)
GitHub Stars	6k	✓ More stars 15k
Platforms	Web, Docker	Linux, macOS
Key Features	✓ AI gateway ✓ Fallbacks ✓ Load balancing ✓ Caching ✓ Observability	✓ Issue fixing ✓ GitHub integration ✓ Autonomous debugging ✓ Code search ✓ Multi-model
Pros	+ Automatic fallbacks + Load balancing + Request caching + Observability built-in + Open-source gateway	+ Strong benchmark performance + GitHub-native workflow + Open-source and research-backed + Multi-model support + Active development
Cons	− Added infrastructure layer − Learning curve − Some features need Pro − Latency overhead	− Research-oriented (not polished) − Requires significant compute − Can be slow per issue − Limited to GitHub workflow
Tags	gatewayreliabilityobservabilityapi	open-sourcecodinggithubautonomous

PortkeyvsSWE-Agent

Portkey

SWE-Agent

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