PolyToken costs are just the beginning. Hallucinations, retry cycles, energy consumption, and opportunity costs compound into expenses that traditional pricing models don't capture. Here's what actually matters when evaluating LLM efficiency.
The AI landscape is fragmented. Different subscriptions, separate platforms, inconsistent interfaces. Poly consolidates GPT-5, Claude 4, Gemini 2.5, and 30+ frontier models into a single, accessible platform.
Different AI models demonstrate distinct performance characteristics across tasks. Understanding these differences matters for practical applications—from code generation to content creation.
Relying on a single AI model introduces systematic blind spots. Multi-model access isn't about convenience—it's about avoiding the limitations inherent in any individual system.
