AI Control Center vs Papaya

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 Papaya
Detail	AI Control Center	Papaya
What it does	Track and optimize spending across multiple AI providers from one dashboard	Optimize AI Agents for Quality, Latency & Cost
Stage	Not given	Not given
Founded	Not given	Not given
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	Developer (Free): 1 agent, up to 1,000 traces/month. Business ($500/month): up to 3 agents, 50,000 traces/month. Enterprise (Custom): unlimited agents with PII redaction, SLA guarantees, and dedicated support.
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)	Automatic trace and agent detection Analysis across agent traces and code Ranked improvements for quality, latency, and cost Interactive LLM Judge Slack alerts and pull requests for approved fixes Live observability across every agent Automatic use case grouping PII scrubbing for sensitive data Multi-model SDK support
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	Ranked fixes by impact instead of one-trace-at-a-time analysis Works alongside existing observability tools without replacement Evidence-backed recommendations tied to real outcomes Compounds improvements over time as more traces arrive
Community votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet no change since last check	7 no change since last check
Trust Flow (Majestic)	17	9
Citation Flow (Majestic)	19	29
Referring domains (Majestic)	19	47

5 details filled in for both companies.

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