AC Bridge vs Overmind

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

AC Bridge compared with Overmind
Detail	AC Bridge	Overmind
What it does	Smart lights that show your Claude Code and Codex agent status at a glance	The model training platform for AI teams
Stage	Not given	Not given
Founded	Not given	Not given
Based in	GB	Not given
Pricing model	Freemium	Freemium
Pricing	AC Bridge Pro: £2.99/month with a 7-day free trial (no card required). The trial ends after 7 days; add a card before then to continue at £2.99/month, renewing monthly until cancelled. Without a card, the trial ends with no charge.	Free: $0/month with $50 in credits once, 1 seat per project, every feature, console, CLI and MCP server, community Discord support. Pro: $120/month with $120 in credits every month, unlimited seats, priority support. Enterprise: Custom pricing, contact for details.
Key features	29 agent states mappable to custom scenes and effects 9 dynamic lighting effects including pulse, flash, strobe and candle 16 smart home brands supported directly on LAN Device control from agent tasks with pre-approved permissions Automatic device state restoration on session end 49 device commands including power, brightness, colour and scenes Local network operation with no cloud round trip required	OpenTelemetry agent tracing and trace import from Langfuse, LangSmith, Braintrust and Galileo Generated evals and Agent Optimizer runs that return scored code diffs Data Workshop with dataset preparation and quality checks Model training with recommended settings for LoRA or full fine-tuning Benchmarks against your current model on the same eval set Hosted OpenAI-compatible inference and downloadable model weights Console, CLI and MCP server access OpenAI-compatible API for trained models
What makes it different	Quiet status notifications via visual indicators instead of sounds Works with both Claude Code and Codex simultaneously All integrations and features included in one affordable price Agents can control smart devices as part of task execution Local device keys stay on your machine for privacy	Own your trained models with downloadable weights and checkpoints Zero third-party training with data never leaving your pipeline Open source and self-hostable with Docker Compose Built by security and defense intelligence pioneers
Community votes	0	0
DR (Domain Rating by Ahrefs)	1 +1 (up) since last check	44 no change since last check
Trust Flow (Majestic)	4	10
Citation Flow (Majestic)	19	35
Referring domains (Majestic)	9	201

5 details filled in for both companies.

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