Occursus Benchmark: Quantifying the ROI of Multi-Model LLM Collaboration

Occursus Benchmark provides a systematic way to verify if complex multi-model pipelines actually improve output quality or simply increase costs. By testing 22 orchestration strategies against single-model baselines, it offers crucial data for developers deciding between simple API calls and expensive agentic workflows. The inclusion of a subscription-based CLI mode further democratizes high-volume benchmarking by eliminating API costs.