Now in Private Beta — Save an average of $2,000/month on AI inference costs. Get early access →
Intelligent model routing, dynamic request batching, and automatic quantization. Slash your GPU bills by up to 65% without sacrificing latency or quality.
Trusted by engineering teams at
Average cost reduction
P95 latency overhead
Saved by early adopters
How it works
Route each request to the cheapest model that can handle it. Simple prompts go to small models; complex ones get routed to premium APIs.
Chatbot query → Llama 3 8B | Legal analysis → Claude HaikuPool incoming requests on the fly and batch them through a single model call. No more one-request-at-a-time GPU idle time.
200 req/s → 5 batches of 40 = 80% less total costAutomatically quantize models to INT4/INT8 with zero accuracy loss on standard benchmarks. Use GGUF or AWQ weights out of the box.
13B parameter model → 5.2 GB VRAM, no quality dropFeatures
Track per-model, per-endpoint spend live. Spot anomalies before they blow your budget.
If a cheap model fails or times out, instantly reroute to the premium model — zero config needed.
LangChain, vLLM, LiteLLM, Ollama — drop-in 3 lines of code on any stack.
Export detailed reports to CSV or push to BigQuery. Know exactly where every dollar goes.
Write rules like "never route PII to open-source" or "always use Haiku for FAQ".
Tag requests by team, project, or customer. Allocate costs where they belong.
Comparison
↓ Save $12,025/month (65% reduction)
| Metric | Without IG | With IG |
|---|---|---|
| Monthly Inference Spend | $18,500 | $6,475 |
| Avg Latency (P50) | 210ms | 223ms (+13ms) |
| Model Utilization Rate | 34% | 78% |
| Wasted GPU Time | ~41% | ~8% |
| Ops Manual Tuning Hours/week | ~12 hrs | ~1 hr (dashboard only) |
Pricing
Free to start. Pay only when you scale beyond 50k inferences/month.
$0
Up to 50k inferences/month
$0.00025/inference
Everything in Hobby, plus:
Custom
Unlimited inferences
Join 500+ engineers saving millions on GPU spend. No credit card required.
No credit card required · Free tier available