Workflow · Ship Cheaper

Cut LLM costs up to 25x without cutting quality.

Most teams overspend on every LLM request because they hardcode the most expensive model. Stockyard proves cheaper options work — then routes automatically.

The path

1

See what you're spending

Install Stockyard and send traffic through it. Lookout traces every request with cost, latency, and token count. The auto-insights engine analyzes your traces and tells you exactly where you're overspending.

Free — Lookout + Insights
2

Prove cheaper models work

Lasso replays your real requests against cheaper models and scores quality side-by-side. Drover calibrates candidates automatically. You see the exact quality-cost tradeoff on your actual traffic — not benchmarks, your data.

Free — Drover (100/day) Individual $29.99 — Lasso
3

Route automatically

Enable Drover and every request gets routed to the cheapest model above your quality threshold. Three modes: cost (cheapest), speed (fastest), balanced. Cross-provider routing works out of the box — gpt-5.4 requests can land on gpt-5.4-nano if quality holds.

Pro $99.99 — Unlimited Drover
Lookout
Traces every request with cost, latency, tokens. The foundation of cost visibility.
Free
Auto-Insights
Analyzes traces, finds expensive models with cheaper alternatives, shows $ savings.
Free
Cache
Identical requests return cached responses instantly. Zero cost, zero latency.
Free module
Token Trim
Compresses prompts before sending. Fewer tokens = lower cost on every request.
Free module
Drover
Autopilot routing. Calibrate, set threshold, route to cheapest qualifying model.
Free 100/day
Lasso
Replay any request against cheaper models. Side-by-side cost and quality comparison.
Individual $29.99
Auction
Dynamic model bidding. Providers compete on price for your requests in real time.
Individual $29.99

Start saving on your first request.

Install Stockyard. Send traffic. See your costs. Drover gives you 100 free optimized routes per day — no credit card needed.

Install Stockyard
Ship Safer → Ship Faster → Ship Compliant → Ship Better →
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Where LLM costs hide

The biggest LLM cost savings come from three places: caching identical requests, routing to cheaper models when accuracy requirements allow it, and catching runaway loops before they exhaust your API budget. Stockyard's cache layer eliminates redundant calls — if the same prompt-model pair has been seen before, the cached response returns in under a millisecond with zero token cost. The model aliasing system lets you route development traffic to cheaper models while keeping production on your preferred provider. Cost tracking through Trough shows spend per model, per day, and per endpoint so you can identify which features are expensive and why.

The compound effect is significant. Teams running Stockyard typically see 30 to 60 percent reduction in LLM API costs, primarily from cache hits on repeated prompts. For applications with high prompt similarity — chatbots, document processing, code generation — the cache hit rate often exceeds 40 percent, which means 40 percent fewer tokens billed.