QuotaPilot
Tracks all your AI subscriptions (Claude, ChatGPT, Gemini, Midjourney) in one dashboard and reroutes work to whichever service still has free headroom.
Small agency owners and freelance consultants juggling 4+ AI subscriptions
- Cross-service quota and rate-limit monitoring
- Auto-failover routing rules per project or client
- Per-client AI cost allocation for invoicing
- Weekly spend digest with switch-cost recommendations
Small agencies are quietly bleeding margin to AI subscriptions; most have no unified view and waste hours re-logging into services that have hit limits
Multiple sources document the exact pain point: aionx.co talks about 'decision fatigue' from managing 4+ AI tools, fuelgauge.pro and subdiet.org quantify overlap waste ($70-120/mo for developers, 30-40% feature overlap), and SubDiet actively tracks 60+ AI platforms — indicating a real audience already congregating around the problem.How to Manage Multiple AI Subscriptions Without Going Crazy ↗How Much Are You Wasting on Overlapping AI Subscriptions? ↗
Market is notably crowded: AI Quota Dashboard on GitHub, runway-ai-usage-tracker (14+ providers), Claude Tuner Chrome extension, CostLayer SaaS, Sub2API, SubDiet, and toriihq's roundup lists 7 tracking tools — the reroute-to-least-used-quota angle is directly addressed by sub2api-guardian itself.runway-ai-usage-tracker - GitHub ↗7 Tools for Tracking AI Token Usage Across Vendors in 2026 ↗Sub2API: Unified AI Subscription Gateway ↗
Most direct competitors are free/open-source (Claude Tuner free extension, Sub2API open-source, multiple GitHub trackers); CostLayer targets engineering teams, not the agency/freelancer niche — no evidence of paid SaaS pricing for this specific freelancer/agency dashboard segment yet, suggesting low WTP validation.CostLayer — AI & LLM API Cost Tracking ↗Claude Tuner — Real-Time Usage Tracker ↗
Subscription-tier pricing (Plus/Pro with quotas) is the current norm for consumer AI and may persist, but Anthropic/OpenAI/Google are steadily moving toward usage-based or pooled plans; if consolidated, the 'reroute to free headroom' value prop evaporates — moderate, not exceptional, durability.Sub2API - DEV Community ↗
Buildable in a small-team scope as evidenced by multiple indie/GitHub efforts shipping working versions; main drag is brittle auth/session scraping per provider and TOS risk for 'sharing/quota-rerouting' use cases, plus ongoing maintenance as providers change frontends.AI Quota Dashboard - GitHub ↗sub2api-guardian ↗