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SGLang boosts model gateway performance with cache-aware routing

By PulseAugur Editorial · [1 sources] ·

SGLang has released version 0.3.1 of its model gateway, significantly boosting performance and reducing memory usage. The update introduces cache-aware routing that is 10-12x faster and uses 99% less memory, enabling 100x more cache entries within the same footprint. This release also incorporates enterprise-grade security features like JWT/OIDC authentication and adds support for classification workloads. AI

IMPACT Enhances efficiency and scalability for large-scale multi-tenant AI deployments.

RANK_REASON This is a software release for an infrastructure tool, not a frontier model release or significant industry event.

Read on vLLM SGLang — Releases →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

SGLang boosts model gateway performance with cache-aware routing

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Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
This is a software release for an infrastructure tool, not a frontier model release or significant industry event.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
product, infra
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AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
260 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. vLLM SGLang — Releases TIER_1 English(EN) · slin1237 ·

    Release Gateway-v0.3.1

    <h2>🚀 SMG v0.3.1 Released!</h2> <p>We're excited to announce SMG v0.3.1 – a game-changing release with 10-12x performance improvement and 99% memory reduction in cache-aware routing, plus enterprise-grade security!</p> <h2>🌲 Radix Tree / Cache-Aware Routing: 10-12x Faster + 99% L…

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