Developers building and evaluating custom agents.
Ask the vendor about pricing ↗FEATURES / FIT / TRADE-OFFS
LangGraph vs Bernstein
LangGraph may fit developers building and evaluating custom agents. Bernstein may fit people and teams evaluating ai agent frameworks for a specific workflow. Compare your own workflow before making a choice; this page does not rank either platform as a universal winner.
People and teams evaluating ai agent frameworks for a specific workflow.
Official pricing ↗Compare the work, then the plan.Capabilities · fit · trade-offs · costs
| Compare by | LangGraph | Bernstein |
|---|---|---|
| What it does | Framework for building stateful, controllable agent workflows. | The open‑source AI Agents Governance & Orchestration framework: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run. |
| Potential fit | Developers building and evaluating custom agents. | People and teams evaluating ai agent frameworks for a specific workflow. |
| Category | Agent frameworks | Agent frameworks |
| Key capabilities |
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| Look closer | Check licensing, maintenance status, supported providers, and hosting or inference costs. | Test a representative task, inspect outputs, and confirm integrations, permissions, data handling, licensing, and current costs. |
| Pricing & plans | Check current vendor pricingAsk the vendor about pricing ↗ | Check current vendor pricing and licensingOfficial pricing ↗ |
| Community rating | ||
| Vendor source | Official vendor website ↗ | Official vendor website ↗ |
| Explore | Read the profile ↗ | Read the profile ↗ |
Which platform should you choose?
Build agents with code, orchestration, memory, and evaluation libraries. Start with a real task and compare the output, effort, permissions, and full cost. Check licensing, maintenance status, supported providers, and hosting or inference costs. Validate claims with the vendor and test the important workflow with your team. Differences shown here are evaluation prompts, not hands-on performance findings.
LangGraph: the evaluation focus
Framework for building stateful, controllable agent workflows. Check licensing, maintenance status, supported providers, and hosting or inference costs.
Read the LangGraph profileBernstein: the evaluation focus
The open‑source AI Agents Governance & Orchestration framework: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run. Test a representative task, inspect outputs, and confirm integrations, permissions, data handling, licensing, and current costs.
Read the Bernstein profile