Langtail vs AC Bridge

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

Langtail compared with AC Bridge
Detail	Langtail	AC Bridge
What it does	Prompt management platform for building, testing, and deploying AI prompts collaboratively	Smart lights that show your Claude Code and Codex agent status at a glance
Stage	Not given	Not given
Founded	2023	Not given
Based in	CZ	GB
Pricing model	Not given	Freemium
Pricing	Free plan: $0/month with unlimited users, 2 prompts or assistants, 1,000 logs per month, 30 days data retention. Pro: $99/month + VAT for 1 user, 20 prompts or assistants, unlimited logs, 90 days data retention. Team: $499/month + VAT for 10 users, unlimited prompts or assistants, unlimited logs, 1	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.
Key features	Spreadsheet-like interface for managing prompts with no coding required Natural language evaluation, pattern matching, and custom code testing Experiment with models and parameters to optimize prompts Data-driven insights from prompt performance and user interactions AI Firewall preventing prompt injections and DoS attacks Support for multiple LLM providers TypeScript SDK and OpenAPI support Self-hosting option for maximum security	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
What makes it different	Prevents unpredictable LLM outputs through proper prompt management and testing Non-technical teams can manage prompts with intuitive spreadsheet interface Built-in AI Firewall for security and safety of AI outputs Works seamlessly with all major LLM providers	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
Community votes	0	0
DR (Domain Rating by Ahrefs)	29 no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	6	4
Citation Flow (Majestic)	34	19
Referring domains (Majestic)	275	9

5 details filled in for both companies.

More alternatives to Langtail More alternatives to AC Bridge