Free multi-model routing turned my biggest cost into an eval budget
GabriellaAmaya · reddit · 2026-08-04
- The author describes how solo development made them afraid to run experiments: every pipeline tweak meant re-running full batches, which turned model evaluation into a costly guess.
- A free multi-model router with signup credit changed the workflow from "free compute" to a real evaluation budget: test each candidate once, compare outputs side by side, then commit instead of endlessly shopping.
- Three takeaways stood out: reasoning level affects spend more than model brand; preprocessing mattered more than buying a stronger model; and capability is separate from instruction-following.
- In production-critical code paths, the author still prefers going direct rather than through router plumbing.
More from coding & agent
- Building a Custom ESP32 Tamagotchi Easily with AI Agents — Scobleizer · 2026-08-04
- EviSD: Evidence-Conditioned Self-Distillation for Search Agents — _reachsumit · 2026-08-04
- Samsung Proposes PROGRESS: Coverage-Guided RL to Train Search-Augmented LLM Agents — _reachsumit · 2026-08-04
- Study Reveals Agentic RAG Flaw: Agents Often Skip Reading Evidence Before Answering — _reachsumit · 2026-08-04
- Claude is Hungry: Dev Jokes About Agent Devouring 100,000 Sandboxes — dejavucoder · 2026-08-04
- Search-GRT improves search agents by training on ground-truth documents — _reachsumit · 2026-08-04