Agentic Index
Corellium vs Wokwi (2026)
Both run firmware without a board, at very different scales. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.
Corellium virtualizes application class and automotive Arm hardware, such as the NXP i.MX93, S32K and Raspberry Pi 5, behind a REST API with sign in through your identity provider, snapshots and an on premises appliance, billed at $0.50 per core hour, and Cellebrite names MCP servers for agents. Wokwi simulates microcontroller boards (ESP32, Arduino, STM32 and Pico) with displays and sensors for a few euros a month, and its CLI runs CI checks and an experimental MCP server. Choose Corellium for Linux capable and automotive targets in an enterprise setting, and Wokwi for microcontroller firmware where a quick, inexpensive simulator is enough.
This comparison is published by Agentic Index, an independent agentic AI vendor research platform. Corellium and Wokwi 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 firmware runs on application processors or automotive parts, or across both cores of a chip like the i.MX93.
- Identity through your own provider, shared snapshots and an on premises appliance are requirements.
- Every pipeline and agent should drive the platform through one published REST API.
- Several boards should share a virtual network inside a project isolated from every other team.
Choose Wokwi if
- Your boards are ESP32, Arduino, STM32 or Pico and the firmware drives sensors and displays.
- A flat yearly plan suits your budget better than metered core hours.
- CI should fail on missing serial output with no infrastructure to stand up.
- Developers want the simulator inside VS Code, offline on Pro, with a GDB server for stepping through code.
| At a glance | Corellium | Wokwi |
|---|---|---|
| Category | Agent infrastructure | Agent infrastructure |
| Entry price | Arm Virtual Hardware $0.50 per core hour after a 30 day free trial · Atlas through sales | Community free · Hobby €5.6/mo · Hobby+ €8.1/mo · Pro €20 per seat/mo, all billed yearly · Classroom by quote |
| Free / trial | 30 day free trial on registration: up to 15 active cores, 100 core hours and 25 device slots | Community plan free for open source projects, with unlimited simulations and public projects and 50 CI minutes a month |
| Pricing confidence | public partial | public partial |
| Feature | C Corellium |
W Wokwi |
|---|---|---|
| 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 | No / Not documented |
|
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 | No / Not documented |
|
Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
No / Not documented | No / Not documented |
|
Deployment & Data Residency Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting. |
Full / Explicit | Partial |
| 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 | No / Not documented |
|
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 |
W Wokwi |
|---|---|---|
|
Entry price Lowest public entry point |
Arm Virtual Hardware $0.50 per core hour after a 30 day free trial · Atlas through sales | Community free · Hobby €5.6/mo · Hobby+ €8.1/mo · Pro €20 per seat/mo, all billed yearly · Classroom by quote |
|
Pricing confidence How public the numbers are |
Public, partial | Public, partial |
|
Billing Primary billing axis |
Core hours: each active CPU core of a running virtual device is billed per hour | Per account on Hobby and Hobby+, per seat on Pro, with CI simulation minutes capped per rolling 30 days |
|
Variable cost Workload / overage exposure |
High variable cost | Low 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, and Corellium's MCP servers have no public endpoint or tool list yet. Wokwi labels its MCP server experimental.
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