Auriko
Trading desk for LLM calls
Auriko launched on July 9, 2026 with 389 votes, #55 of 24,623 launches that month and more than 99% of that year's launches.
In plain words
Auriko is a trading desk platform that reduces costs for companies making large numbers of LLM API calls. It routes requests across multiple LLM providers—treating them like trading venues—to optimize for token price, latency, cache efficiency, and reliability. Built by former quantitative traders, the platform automatically selects the best inference path for each request based on user patterns and benchmarks show approximately 30% average cost savings compared to using providers directly.
written from the facts on this page · September 2026
From the sources
Auriko treats LLM providers as trading venues and arbitrages the spread. Built by ex-quant traders, Auriko’s cost-arbitrage engine calibrates to each user’s request patterns and selects optimized inference paths based on token price, cache behavior, latency, reliability, and request quality. Auriko benchmarks show average 30% cost reduction against industry peers and direct providers. See the source: https://www.auriko.ai/reports/llm-cost-arbitrage
Auriko is the AI control plane for LLM inference: model gateway, intelligent routing, observability, and FinOps in one platform.
The AI control plane: model gateway, intelligent routing, observability, and FinOps in one platform. Access every model and provider through one API. Use an OpenAI-compatible drop-in and preserve provider-specific features. Go beyond headline price comparison. Model how your workload interacts with each provider's pricing and prompt-caching mechanics and route to the lowest-cost provider for each request. Optimize inference with real-time signals on provider performance, health, cache behavior, and your usage patterns. Drive cost-optimized routing, cache-cost modeling, and performance tuning through a quantitative data engine . Use built-in defaults or define your own routing strategy.…from auriko.ai
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