Agentic Index
Corellium vs LabWired (2026)
Both sell a virtual copy of your hardware so firmware work can start before boards exist, one as an enterprise platform and one as a lean digital twin service. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.
Corellium runs modeled Arm boards from Raspberry Pi to the NXP i.MX93 and S32K, with a REST API, sign in through your identity provider, snapshots, on premises deployment and pricing per core hour. LabWired runs deterministic microcontroller twins of STM32, ESP32, nRF and RP2040 boards, opens them to agents through a hosted MCP server with a verify step, gates CI with a YAML test runner, and builds a custom twin for $4,900. Corellium fits large Arm targets and enterprise controls, and LabWired fits microcontroller teams that want agent friendly tooling and fixed prices.
This comparison is published by Agentic Index, an independent agentic AI vendor research platform. Corellium and LabWired are each graded against the same 14 capability Agentic Index taxonomy, from the vendor's own public materials under the Agentic Index verification standard, alongside 955 researched vendors. No vendor pays for placement and no vendor has reviewed this page. How this evidence is graded
Choose Corellium if
- Your targets include application processors and automotive parts beyond microcontrollers.
- Users should sign in through your SAML or OpenID Connect provider, with roles mapped from groups.
- Snapshots of a live device, memory included, should be restorable and shareable across teams.
- Device data should be encrypted at rest, with each project on its own network.
Choose LabWired if
- Firmware checks should end in a pass or fail, from the agent's verify step to JUnit results in CI.
- You want a twin of your own board built to a locked scope for a fixed price.
- Your coding agent should reach the simulator through a hosted MCP server today, with its tools published.
- An open source engine that runs in CI from a Docker image, with no license server, fits how you work.
| At a glance | Corellium | LabWired |
|---|---|---|
| Category | Agent infrastructure | Agent infrastructure |
| Entry price | Arm Virtual Hardware $0.50 per core hour after a 30 day free trial · Atlas through sales | Free $0 · Hobby $9/mo · Pro $39/mo · Enterprise through sales · digital twin package $4,900 one time |
| Free / trial | 30 day free trial on registration: up to 15 active cores, 100 core hours and 25 device slots | Free plan at $0 with the Playground, public labs and MCP access, no card required |
| Pricing confidence | public partial | public exact |
| Feature | C Corellium |
L LabWired |
|---|---|---|
| Action & orchestration | ||
|
Integrations & Tool Calling Ability to connect agents to real systems through native integrations, OAuth-authenticated actions, custom tools, APIs, webhooks, or MCP-compatible tools. |
No / Not documented | No / Not documented |
|
Workflow Orchestration Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps. |
No / Not documented | Partial |
|
Triggers & Channel Coverage How agents wake up and where they work: schedules, webhooks, message events, CRM events, inbox events, chat, email, voice, and collaboration tools. |
No / Not documented | No / Not documented |
| Knowledge & context | ||
|
Knowledge Grounding & RAG Ability to ground agent behavior in company data through document ingestion, retrieval, external knowledge APIs, semantic search, or RAG layers. |
No / Not documented | No / Not documented |
|
Memory & State Persistence Ability to persist context across a run, conversation, workflow, user, team, or longer-term memory layer. |
Partial | Partial |
| Control & trust | ||
|
Human Oversight & Guardrails Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls. |
No / Not documented | No / Not documented |
|
Security, Identity & Governance RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy. |
Full / Explicit | Partial |
|
Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
No / Not documented | Partial |
|
Deployment & Data Residency Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting. |
Full / Explicit | Full / Explicit |
| Solution readiness | ||
|
Prebuilt Agents, Templates & Packs Ready-made workflows, packaged employees, templates, blueprints, industry solutions, and role-specific agents that reduce time-to-value. |
Partial | Partial |
| Platform extensibility | ||
|
Model Flexibility & Routing Ability to work across multiple foundation models, route tasks to different models, or let buyers bring their own providers and keys. |
No / Not documented | Full / Explicit |
|
APIs, SDKs & MCP Extensibility Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems. |
Full / Explicit | Full / Explicit |
|
Testing, Debugging & Optimization Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment. |
Partial | Full / Explicit |
| Specialist automation | ||
|
Browser & Computer Use Browser, desktop, or remote/local computer control for workflows that cannot be handled through stable APIs alone. |
No / Not documented | No / Not documented |
Pricing snapshot
Sourced from the Index pricing dataset · open each vendor's profile for full detail.
| Pricing | C Corellium |
L LabWired |
|---|---|---|
|
Entry price Lowest public entry point |
Arm Virtual Hardware $0.50 per core hour after a 30 day free trial · Atlas through sales | Free $0 · Hobby $9/mo · Pro $39/mo · Enterprise through sales · digital twin package $4,900 one time |
|
Pricing confidence How public the numbers are |
Public, partial | Public, exact |
|
Billing Primary billing axis |
Core hours: each active CPU core of a running virtual device is billed per hour | Monthly plans with a monthly allowance of AI tokens for LabWired hosted inference; yearly billing gives two months free |
|
Variable cost Workload / overage exposure |
High variable cost | Medium variable cost |
|
Free tier / trial Try before you buy |
No free tierTrial
|
Free tier
|
|
Buying motion Self-serve vs sales call |
Mixed | Mixed |
Cellebrite has owned Corellium since December 2025. A single founder, Andrii Shylenko, runs LabWired, and its engine is open source under the MIT license.
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