Route, fail over, and control cost across four LLM providers
This is Mynth’s gross-margin engine — model-agnostic by design. For every step of every run, Mynth selects the cheapest capable model, with fallback and evaluation built in.
The cheapest capable model, for every step
Most teams hardcode routing logic and pay for it in margin. Mynth treats routing as a first-class system — with the controls and telemetry to prove it.
Provider routing & arbitrage
Across four providers, Mynth selects the cheapest model capable of each step — every single run.
Automatic fallback
When a provider degrades or fails, work moves seamlessly — so you never re-bill a failed run.
Cost-aware caching
Repeat and similar requests are served from cache, cutting redundant inference.
Evaluation & guardrails
Quality checks inside the loop stop bad output early, saving tokens before cost compounds.
Per-run cost telemetry
Every run is measured for cost, so margin is a first-class metric — not a surprise.
Vendor independence
No single-vendor lock-in. Survive any outage or price hike without re-platforming.
The team that controls inference cost wins on margin
In this category, model tokens are the primary cost of goods sold. Mynth is engineered around the levers that move them.
Provider routing & arbitrage
Across four providers, Mynth picks the cheapest capable model for each step of every run.
Built-in fallback
When a provider fails or degrades, work moves automatically — avoiding the cost of a failed run.
In-loop evaluation & guardrails
Quality checks stop low-quality runs early, saving tokens before cost compounds.
lower per-run inference cost through provider routing, automatic fallback, and in-loop evaluation — the dominant cost of agentic software.
- Pick the cheapest capable model per step
- Never re-bill a failed run
- Stop low-quality runs early
Independence is a feature, not a nicety
Locking into a single model vendor is a strategic risk. Mynth’s four-provider architecture turns that risk into an advantage.
No single point of failure
A dependency on one vendor is a dependency on one outage or one price change.
Price & performance arbitrage
Different models win on different steps. Routing captures that gap as savings.
Survive vendor outages
If one provider goes down, traffic fails over and work continues uninterrupted.
Avoid lock-in
Stay free to move models as the market shifts — no re-platforming.
Predictable unit economics
Per-run cost control makes gross margin a designed property, not a hope.
Enterprise readiness
Vendor diversification and governance are what enterprises require before adopting AI.
Ready to automate your engineering workflow?
See how Mynth turns engineering intent into reliable, cost-controlled output. Book a personalized demo with our team — we’re onboarding new teams now.