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Compare/LangChain vs Strands Agents

LangChainvsStrands Agents

Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.

LangChain
LangChain · Agent framework
OSSMCP
Panel
7.6
1 spec wins
Reliability
7.2
Usefulness
7.5
Cost
7.5
Longevity
8.2

“145,000 stars and 916 watchers, which is about the ratio of people who install it to people who read the changelog.”

Strands Agents
Amazon Web Services · Agent framework
OSSMCP
Panel
7.8
2 spec wins
Reliability
7.3
Usefulness
7.2
Cost
8.7
Longevity
8.0

“Built from systems already running inside Amazon, which is either an excellent pedigree or a warning, depending on your on-call history.”

Spec by spec

SpecLangChainStrands Agents
Architecture
CategoryAgent frameworkAgent framework
Runslocal, cloudlocal, cloud
Platformsmacos, linux, windowsmacos, linux, windows
Context windownot documentednot documented
Protocols
MCP clientYesYes
MCP serverNoYes
Capabilities
Runs terminal commandsNoYes
Multi-file editsNoNo
Git operationsNoNo
Browser controlNoNo
Sandboxed executionNoNo
Multi-agent orchestrationYesYes
Headless / CI modeYesYes
Models
BackboneOpenAI, Anthropic, Google, AWS Bedrock, Azure, OpenRouter, Fireworks, HuggingFace, OllamaAmazon Bedrock, Claude, GPT, Gemini, Ollama
Bring your own modelYesYes
Local modelsYesYes
Cost
Pricing modelbyokfree
Starts at$0/mo$0/mo
Free tierYesYes
Bring your own keyYesYes
Openness
Open sourceYesYes
LicenseMITApache-2.0
GitHub stars147,3738,614

Which one would each critic pick

CriticLangChainStrands AgentsPick
El Juez——not enough reviews
El Amigo7.87.8no preference
El Crítico7.37.3no preference
El Profesor7.37.5Strands Agents — It is model-driven by design: the model selects tools rather than following an authored graph, with hooks and steering as the documented intervention points.
La Inversora7.88.0Strands Agents — The SDK is free because the inference is not: it comes from a cloud provider whose own model service is the first-listed provider, and that is the entire business model.
La Jefa7.07.8Strands Agents — Nothing per seat, it runs unattended in our pipeline, and the maintainer is a vendor we already have a master agreement with, which removes the entire procurement step.
El Hacker8.58.5no preference

Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.

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