Agentic Index
BootLoop vs LabWired (2026)
This is the real bench against the digital twin. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.
BootLoop's Develop agent writes firmware from the board's schematics and PCB project, flashes it and tests it on the device, and BootLoop Test turns those checks into suites that run across benches in CI, overnight and at end of line, sold through a pilot for a flat fee. LabWired's agent works against deterministic twins of microcontroller boards, its YAML test runner gates CI with JUnit results, and a hosted MCP server opens the same twin to any coding agent, at published prices from free to $39 a month. Choose BootLoop when you need proof on production hardware at fleet scale, and LabWired to test early and inexpensively before hardware arrives.
This comparison is published by Agentic Index, an independent agentic AI vendor research platform. BootLoop 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 BootLoop if
- Tests must run on real boards and instruments, from bring up through end of line production.
- Your PCB projects live in Altium, KiCad or Cadence and the agent should read them directly.
- Regulated work needs a GovCloud or on premises deployment.
- Results, binaries and bench configuration must be kept for seven years or more for functional safety work.
Choose LabWired if
- Firmware work starts before boards exist, and runs must be deterministic.
- You want to start free and stay on a published plan rather than a pilot.
- Other coding agents on the team should reach the same twin over MCP.
- Pass or fail checks should come back in minutes on ordinary CI runners, before any bench is involved.
| At a glance | BootLoop | LabWired |
|---|---|---|
| Category | Coding agent | Agent infrastructure |
| Entry price | Not public · demo and sales only | Free $0 · Hobby $9/mo · Pro $39/mo · Enterprise through sales · digital twin package $4,900 one time |
| Free / trial | No free plan or trial is published; BootLoop offers demos and a pilot program | Free plan at $0 with the Playground, public labs and MCP access, no card required |
| Pricing confidence | contact only | public exact |
| Feature | B BootLoop |
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. |
Partial | No / Not documented |
|
Workflow Orchestration Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps. |
Partial | 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. |
Partial | 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. |
Partial | No / Not documented |
|
Memory & State Persistence Ability to persist context across a run, conversation, workflow, user, team, or longer-term memory layer. |
No / Not documented | 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. |
Partial | Partial |
|
Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
Partial | 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. |
Partial | Full / Explicit |
|
Testing, Debugging & Optimization Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment. |
Full / Explicit | 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 | B BootLoop |
L LabWired |
|---|---|---|
|
Entry price Lowest public entry point |
Not public · demo and sales only | 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 |
Contact only | Public, exact |
|
Billing Primary billing axis |
Flat fee with unlimited usage, per BootLoop; the amount is not published | Monthly plans with a monthly allowance of AI tokens for LabWired hosted inference; yearly billing gives two months free |
|
Variable cost Workload / overage exposure |
Low variable cost | Medium variable cost |
|
Free tier / trial Try before you buy |
No free tier
|
Free tier
|
|
Buying motion Self-serve vs sales call |
Sales call | Mixed |
BootLoop publishes no price list or product documentation and sells through a pilot that starts with its own engineers. A single founder, Andrii Shylenko, runs LabWired, and its engine is open source under the MIT license.
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