Lyzr vs AgentCore
Every plane, every cloudAmazon Bedrock AgentCore is the most complete single-vendor agent platform in the market. It covers Deploy, Govern, and Refine in one place, for any framework or model, with strong identity, guardrails, and evaluations, and consumption pricing that scales to zero. Its one constraint is also its foundation: it runs exclusively on AWS. Lyzr Control Plane covers the same three planes across AWS and GCP natively, with a generally available registry, auto-hardening after evaluation, and full data sovereignty including on-prem and air-gapped.
Lyzr Control Plane
by AWS
Head to head · 2026 edition
Enterprises Building on Lyzr
Where each platform is strongest
Lyzr Control Plane
- Three planes, one pipeline
Deploy, Govern, and Refine in a single governed flow. Nothing ships without clearing the gate.
- Cross-cloud native
AWS and GCP together, with routing and failover between them.
- GA agent registry
Full version lineage, generally available today on every plan.
- Auto-hardening
Continuous eval that improves the agent, not just scores it.
- Full sovereignty
SaaS, VPC, on-prem, and air-gapped deployment in your own cloud.
AgentCore
- Complete plane breadth
Deploy, Govern, and Refine for any framework or model.
- Deep AWS integration
Strong native identity, gateway, and policy controls.
- GA evaluations
Mature eval suite with production-trace support.
- Consumption pricing
Per-second billing that scales to zero for spiky workloads.
- Framework agnostic
Runs any framework or model you bring.
Business impact made clear
AgentCore is genuinely strong on plane breadth. See where the same outcomes hold across clouds, and where they do not.
| Capability | Lyzr Control Plane | AgentCore |
|---|---|---|
| Cross-cloud deploy and failover | ✓ AWS and GCP native, with routing and failover | × AWS-only |
| Data sovereignty | ✓ SaaS, VPC, on-prem, air-gapped | × SaaS and VPC only, no on-prem or air-gapped |
| Reliable promotion and rollback | ✓ Staged promotion with automatic rollback | – Staged promotion GA, auto-rollback partial |
| Continuous improvement | ✓ Continuous eval plus auto-hardening | × Evaluations without an auto-hardening step |
| Framework and model choice | ✓ LangGraph, CrewAI, Strands, custom | ✓ Any framework or model |
| Governance suite | ✓ Guardrails, identity, RBAC, audit | ✓ GA identity, guardrails, RBAC, audit |
| Pricing transparency | ✓ Published per-run pricing | – Consumption-based, no published flat rate |
The planes, examined closely
AgentCore covers all three planes. Here is where each capability is generally available, still in preview, or absent.
| Capability | Lyzr Control Plane | AgentCore |
|---|---|---|
| CI/CD pipeline and scanning | ✓ Git-driven pipeline, security scan, cloud-aware cleanup | – Build and container scan GA, git-driven pipeline partial |
| Agent registry and version lineage | ✓ Generally available | – Public Preview |
| Auto-improvement and hardening | ✓ Yes, part of the Refine plane | × Absent |
| RAI guardrails, identity, RBAC, audit | ✓ Built into the governed pipeline | ✓ GA; identity, gateway, and policy are strong |
| Eval metrics suite | ✓ Continuous eval, config-scoped | ✓ GA evaluations |
| Continuous prod-trace eval | ✓ Yes | ✓ Yes |
| Deployment targets | ✓ SaaS, VPC, on-prem, air-gapped | × SaaS and VPC only |
The smarter choice for agents in production
The same three planes, across every cloud
Deploy, Govern, and Refine on AWS and GCP natively, with routing and failover, not locked to a single cloud.
A generally available registry
Lyzr’s agent registry with full version lineage is GA today, where AgentCore’s Agent Registry is still Public Preview.
Refine that hardens, not just evaluates
Lyzr pairs continuous evaluation with auto-hardening. AgentCore evaluates well, but has no auto-improvement step after the eval runs.
Full data sovereignty
SaaS, VPC, on-prem, and air-gapped, for residency requirements that an AWS-only SaaS and VPC footprint cannot meet.
Four reasons to choose Lyzr Control Plane
Alongside, or instead of, Amazon Bedrock AgentCore.
The same plane breadth, without the single-cloud lock-in
AgentCore covers all three planes, which is a real achievement, but only on AWS. Lyzr covers Deploy, Govern, and Refine across AWS and GCP simultaneously, from one governed pipeline, with routing and failover between them.
A registry that is GA, not preview
Governing production agents through a registry still in Public Preview is a real risk. Lyzr’s agent registry with full version lineage is generally available today, on every plan.
Auto-hardening after evaluation, not just scoring
AgentCore’s evaluations are strong, but there is no step that improves the agent based on what the evals find. Lyzr’s Refine plane pairs continuous eval with auto-hardening.
Sovereignty and predictable pricing
SaaS, VPC, on-prem, or air-gapped deployment, ISO/IEC 27001:2022 certification, SOC 2 Type II, and published per-run pricing rather than consumption-based billing that is hard to budget against.
Questions you might have
How is Lyzr Control Plane different from Amazon Bedrock AgentCore?
AgentCore is AWS’s agentic platform and the most complete single-vendor competitor on plane breadth: it covers Deploy, Govern, and Refine for any framework or model. The differences are that it runs exclusively on AWS, its Agent Registry is still in Public Preview, it has no auto-hardening step after evaluation, and it offers no on-prem or air-gapped deployment. Lyzr covers the same three planes across AWS and GCP, with a GA registry, auto-hardening, and full data sovereignty.
Is AgentCore not already a full control plane?
On plane breadth, yes, and that deserves credit. The gaps are about reach and maturity rather than scope: AWS-only deployment, a registry in preview, evaluations without an auto-improvement step, and no path to on-prem or air-gapped. Lyzr closes those gaps while matching the plane breadth.
Can Lyzr run the same agent across AWS and GCP?
Yes. Lyzr offers cross-cloud deploy, routing, and automatic failover across AWS and GCP natively, inside one governed pipeline. AgentCore runs exclusively on AWS.
Does AgentCore support on-prem or air-gapped deployment?
No. AgentCore offers SaaS and VPC only. Lyzr supports SaaS, VPC, on-prem, and air-gapped for stricter data residency and sovereignty needs.
Is AgentCore’s agent registry production-ready?
AgentCore’s Agent Registry with version lineage is still in Public Preview. Lyzr’s agent registry with full version lineage is generally available today.
Does AgentCore improve agents after evaluation?
AgentCore evaluates agents well, but has no auto-improvement or hardening step after the eval runs, and its offline test suite only partially accumulates over time. Lyzr’s Refine plane pairs continuous evaluation with auto-hardening.
How does pricing compare?
AgentCore uses consumption-based, per-second pricing that scales to zero, which is a real advantage for spiky workloads but hard to budget against. Lyzr publishes flat per-run pricing so procurement can plan without modeling a consumption curve.
Does Lyzr work with any framework and model, like AgentCore?
Yes. Both are framework and model agnostic. Lyzr governs LangGraph, CrewAI, Strands, and custom agents with equal depth.
Who should choose Lyzr Control Plane over AgentCore?
Teams that need cross-cloud portability, on-prem or air-gapped deployment, a generally available registry, auto-hardening after evaluation, and predictable pricing. AWS-committed teams with spiky workloads and no multi-cloud or residency requirements may be well served by AgentCore, and Lyzr can still govern any agents that run outside AWS.
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