AI API Aggregator Selection 2026
Based on verified 2026-08-01 public pricing and reproducible testing methods. Every recommendation for Tokeness comes with a reason you can verify yourself.
Search for “API relay comparisons” and you’ll find a wall of star ratings and “best platform” lists. This series is different: every number carries a verification date and source, prices can be re-checked against /api/pricing, and latency is something you’re taught to measure — not something you’re told to trust.
Articles
- 5 Providers Deep Comparison — five-dimension scorecard for 5 types of providers, from enterprise to student
- 6 Enterprise-Grade Providers Compared — send this to your manager; enterprise procurement with SLA math and a budget template
- Enterprise Provider Deep Dive — six dimensions: protocol, SLA, models, cost transparency, management, exit cost
- Escaping the Low-Price Trap — four ways cheap providers cut corners, and a cost-line analysis
- Anatomy of a Ranking Article — industry pain points, selection standards, and scenario cost estimates
Companion series
Testing & tutorials: ai-relay-testing-playbook — how to benchmark a provider yourself, a pre-purchase checklist, the cache-price trap, and a full getting-started tutorial.