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Fixie vs LangGraphwhich AI ops agent should you pick in 2026?

Build durable agents that act on your internal data — open framework.

⚙️OpsSemi-autonomousOpen source
Tool useRAGMemoryMulti-agent

LangChain's stateful multi-agent framework — graph-based orchestration with persistence and human-in-the-loop.

⚙️OpsAutonomousOpen source
Multi-agentTool useMemory

Fixie vs LangGraph — specs

SpecFixieLangGraph
Agent Rank73 / 100 (A)68 / 100 (B)
AutonomySemi-autonomousAutonomous
PricingFree · OSSFree · OSS
Open sourceYesYes
CapabilitiesTool use, RAG, Memory, Multi-agentMulti-agent, Tool use, Memory
Integrations3 apps3 apps
VerifiedVerified
ReleasedFeb 2025Jun 2024

Categories: FixieOps · LangGraphOps

Agent Rank breakdown

Fixie
Agent Rank
73/ 100
AA-tier
Autonomy fit
8
Capabilities
8
Integrations
6
Pricing value
10
Polish & maturity
6
Verifiability
6

Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?

LangGraph
Agent Rank
68/ 100
BB-tier
Autonomy fit
9
Capabilities
6
Integrations
2
Pricing value
10
Polish & maturity
7
Verifiability
7

Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?

Pros & cons

Fixie
Pros
  • +Real multi-agent primitives — planner + workers + reviewer out of the box
  • +Strong for internal-tool agents over your own data
  • +Permissive license; auditable end-to-end
Cons
  • Framework, not a finished product — engineering effort to ship anything
  • Smaller community than LangChain / LlamaIndex
  • Cloud pricing not yet published — usage-based and opaque
LangGraph

Pricing

Fixie
Open source
Free
Builders
  • +Apache-2.0 framework
  • +Self-host
  • +Bring your own models + data
Cloud
Custom
Teams
  • +Hosted runtime
  • +Multi-agent orchestration
  • +Observability
LangGraph

Which one should you pick?

Fixie

Pick Fixie if its specific capabilities (Tool use, RAG) match what you need.

Try Fixie →
LangGraph

Pick LangGraph if you want the highest autonomy and the verification loop is in place or if you want a vendor we've verified for accessibility and pricing accuracy.

Try LangGraph →

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Frequently asked

Should I pick Fixie or LangGraph in 2026?+

Pick Fixie if its specific capabilities (Tool use, RAG) match what you need. Pick LangGraph if you want the highest autonomy and the verification loop is in place or if you want a vendor we've verified for accessibility and pricing accuracy. Most working teams running both can use Fixie for primary work and LangGraph for the workflows where its specific strengths matter.

What's the price difference between Fixie and LangGraph?+

Both Fixie and LangGraph start in the same pricing range (Free · OSS vs Free · OSS). Total cost of ownership depends on your team size and volume — see the TCO calculator for your specific math.

Which is more autonomous, Fixie or LangGraph?+

LangGraph is the more autonomous of the two (Autonomous vs Semi-autonomous). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.

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Want the real monthly cost at your volume? Run the TCO calculator →
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Fixie vs LangGraph (2026): which AI ops agent wins? · AI Agent Rank