model routing

OpenRouter

2026-07-22 23:20:14

CapitalG Leads OpenRouter Round as Valuation Climbs to $1.3 Billion in a Year

OpenRouter has raised $113 million in a Series B led by Alphabet's CapitalG, reaching a post-money valuation of about $1.3 billion, more than 2.4 times its level a year earlier.

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Coinbase

2026-06-27 19:36:35

Coinbase Cuts AI Spending by Nearly 50%: Default Open-Weight Models, Smart Routing, and Caching Strategies

Coinbase CEO Brian Armstrong disclosed that the company has slashed AI spending by nearly half through a series of infrastructure optimizations, while token usage continues to grow. Key measures include defaulting to open-weight models like GLM 5.2 and Kimi 2.7, implementing an LLM gateway for intelligent model routing based on task requirements, and deploying cache-aware architecture that boosted LibreChat's cache hit rate from 5% to 60%. The company also requires engineers to keep context lean to reduce inference costs. Armstrong emphasized that the goal is not to cap AI usage but to build infrastructure able to support exponential growth, and that model selection should eventually be automated by AI itself.

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Coinbase

2026-06-27 19:36:35

Coinbase Cuts AI Spending by Half via LLM Gateway, Default Open-Weight Models, and Smart Caching

Coinbase CEO Brian Armstrong披露公司通过默认使用GLM 5.2、Kimi 2.7等开放权重模型、优化模型路由与缓存策略，将AI支出削减近50%，同时Token使用量仍保持增长。91%员工未触及使用上限，因此公司转向低成本默认模型。缓存命中率从5%提升至60%，并强调未来应由AI自动选择模型。

660

Coinbase

2026-06-27 15:01:11

Coinbase Cuts AI Costs by Nearly 50% Through Default Open-Weight Models and Cache Optimization, Token Consumption Still Growing

Coinbase CEO Brian Armstrong detailed the company's AI cost optimization strategies, including default model selection (open-weight models like GLM 5.2 and Kimi 2.7), automated task routing, cache-aware request processing, and context reduction. Data shows 91% of employees never exceed AI usage limits. Through these measures, AI spending has been reduced by nearly 50% while token consumption continues to grow.

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