Cut your LLM costs 40 to 60 percent with intelligent model routing
LLM routing platform that cuts API costs through intelligent model selection.
Every artifact below transfers to your accounts on day one. The whole engine.
Custom scope to take Model Selector from MVP shell to operating business.
GTM captures developers researching LLM costs via SEO and Reddit. TAM is substantial: 15,000 companies spending $500+/month on LLM APIs represent genuine demand and willingness to pay. Market is immature with growing pain around routing decisions. Free tier with clear upgrade trigger ($200/mo saved) drives conversion. First-mover positioning in managed routing could work if accuracy monitoring prevents churn and cost savings prove defensible.
LiteLLM is free, open-source, and self-hostable. Engineers prioritizing costs will DIY rather than pay for routing. Model providers are racing to add native routing and caching, potentially destroying the value prop. Routing causes accuracy regression: cheaper models yield worse outputs, users blame the product, leading to fast churn. Competitors (Portkey, OpenRouter, Martian, Not Diamond) have funding, users, and brand. Differentiation is extremely hard to establish.
Technical operator with SaaS or backend experience. Best fit: existing founder or engineer with distribution (developer audience, API consumer network, or agency relationships). Needs comfort with competing against well-funded alternatives. Not suitable for pure marketing-focused operators. Success requires deep API and routing expertise and willingness to compete on accuracy, not just cost. Must have stamina for a very uncertain play.
From contract signing to operating business.
Three ways in, depending on how much you want to build yourself.
Read the full buyer brief on every product in the catalog. All Fermi math, all agent specs, all sales kits, all skeptic memos. Cancel any time.
The full asset bundle transfers to your accounts. Brand, domain, landing, agent spec, financial model, sales kit, founder persona, video. You own it.
A Roll Digital chief operator builds Model Selector for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.