AI Control Center vs act101

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

AI Control Center compared with act101
Detail	AI Control Center	act101
What it does	Track and optimize spending across multiple AI providers from one dashboard	Quality infrastructure for AI-written code with deterministic refactoring and a merge gate
Stage	Not given	Startup
Founded	Not given	2026
Based in	Not given	US
Pricing model	Freemium	Freemium
Pricing	Starter: $49/month (3 AI Providers, 5 Team Members, 7-day History). Pro: $149/month (10 AI Providers, 25 Team Members, 30-day History, API Access). Business: $499/month (Unlimited Providers, Unlimited Members, 90-day History, Webhooks & Integrations, SSO). Enterprise: Custom pricing. All include 7-d	Builder Edition: Free forever for personal, non-commercial, and open-source use. Engineering Edition: $29/month or $299/year (save 14%). Architecture Edition: $59/month or $599/year (save 15%). Elite Edition: $99/month or $999/year (save 16%). Enterprise: Custom pricing, contact sales. All editions
Key features	Connect multiple AI providers (OpenAI, Anthropic, Gemini, Bedrock, Azure, custom endpoints) Real-time cost analytics by provider and model Cost-saving recommendations based on actual usage Secure API key vault with reveal-once pattern Provider health monitoring with uptime and response time Role-based access control (owner, admin, developer, analyst, viewer) Audit logs for all key rotations and team changes Two-factor authentication (TOTP-based) Webhook alerts for budget, outages, and errors Usage history (7-day, 30-day, or 90-day depending on plan)	182 AST-aware refactor operations for code transformation 42 codebase analyzers for code analysis Support for 163 programming grammars Deterministic merge gate with signed receipts MCP server and CLI interfaces Cross-file import updates and automatic checkpointing 10 cross-language porting operations Instant undo for all operations ~88% token savings on query operations Native binary with zero dependencies and no supply chain risk
What makes it different	Recommendations calculated from real usage and real pricing, not generic estimates Single dashboard for all AI providers instead of separate logins per vendor API key management with reveal-once pattern for security Team collaboration with role-based access and audit trails Sits on top of existing provider accounts without replacing them	Deterministic verdicts and signed receipts for every code change ensure reproducible quality gates Built by engineer with decades of production experience in correctness-critical domains
Community votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet no change since last check	27 no change since last check
Trust Flow (Majestic)	17	8
Citation Flow (Majestic)	19	31
Referring domains (Majestic)	19	182

5 details filled in for both companies.

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