Agentic Index
Corellium vs Veecle (2026)
Both give a coding agent a virtual chip to run firmware on, and they come at it from opposite ends. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.
Corellium is the established platform: virtual Arm boards modeled to the memory map, from Raspberry Pi to the NXP i.MX93 and STM32U5, driven through a published REST API with Python, JavaScript and TypeScript clients, with shareable snapshots, sign in through your identity provider and an on premises appliance, billed at $0.50 per core hour. Veecle's Chiplab is built only for agents: a hosted MCP server with two tools that runs an ELF on a chip accurate STM32 or Nordic nRF52 and hands back console output and fault diagnostics, free within a daily credit pool. Choose Corellium for breadth and control across a team, and Chiplab for the shortest path from a coding agent to a running microcontroller.
This comparison is published by Agentic Index, an independent agentic AI vendor research platform. Corellium and Veecle 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 are application class Arm boards or automotive parts such as the i.MX93 or S32K, not only small microcontrollers.
- Scripts, CI and agents should all drive the same published REST API, with Python, JavaScript and TypeScript clients and a CLI.
- You need sign in through your own SAML or OpenID Connect provider, project roles and an on premises appliance.
- Live snapshots that keep a device's memory, shared across teams, would save setup time on every run.
Choose Veecle if
- Your agent works in Cursor, Claude Code or Codex and should test firmware with nothing more to set up than an MCP server.
- Your firmware targets STM32 or Nordic nRF52, with ready examples in bare metal and Embassy Rust, Zephyr, FreeRTOS and ThreadX.
- A free pool of 1,000 credits a day covers the experiments you are running today.
- The agent should be able to ask about a chip fault and get an answer drawn from behavior seen across many runs.
| At a glance | Corellium | Veecle |
|---|---|---|
| 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 forever with 1,000 credits a day; paid top-ups (€10 per 1,000 credits) announced as coming soon |
| Free / trial | 30 day free trial on registration: up to 15 active cores, 100 core hours and 25 device slots | Free tier: €0 forever, 1,000 credits a day, self-serve sign-up with no credit card |
| Pricing confidence | public partial | public partial |
| Feature | C Corellium |
V Veecle |
|---|---|---|
| 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 | No / Not documented |
| 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 | 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 | 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 | Partial |
|
Testing, Debugging & Optimization Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment. |
Partial | Partial |
| 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 |
V Veecle |
|---|---|---|
|
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 forever with 1,000 credits a day; paid top-ups (€10 per 1,000 credits) announced as coming soon |
|
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 | Credits drawn per MCP tool call, priced by the compute each call triggers |
|
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 | Self-serve |
Cellebrite has owned Corellium since December 2025, and its product pages now sit on cellebrite.com; Corellium's MCP servers have no public endpoint or tool list yet. Chiplab is in beta: paid credits are announced but not live, and its test tool with pass or fail results is still in progress.
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