{"slug": "open-source-token-efficiency-benchmark-update-inference-taxonomy-framework-alec", "title": "Open source token efficiency benchmark update, inference taxonomy framework, Alec Aivazis on Houdini and GraphQL", "summary": "An updated open source benchmark suite shows GraphQL is more token-efficient than REST and other JSON API technologies for connecting agents to deployed services, according to the benchmark's new numbers. The same update presents a framework for categorizing inference calls to identify \"code smells\" that waste money on low-value tokens, and features a conversation with Alec Aivazis, creator of the Houdini GraphQL framework.", "body_md": "### [Benchmark: GraphQL is more token-efficient than REST](#benchmark-graphql-is-more-token-efficient-than-rest)\n\nNew numbers from my open source benchmark suite show a significant and durable advantage for using GraphQL rather than other JSON API technologies under the hood to connect agents to deployed services.\n\n### [Categorizing and evaluating inference spend](#categorizing-and-evaluating-inference-spend)\n\nNot all tokens give equal value. Here's a framework for categorizing your inference calls and finding \"code smells\" that might be costing you a ton of money for relatively little value.\n\n### [Alec Aivazis, creator of Houdini GraphQL](#alec-aivazis-creator-of-houdini-graphql)\n\nAlec is a consummate GraphQL practitioner and tooling visionary. The Houdini framework is a unique take on the GraphQL developer experience and it was an absolute pleasure hearing Alec's take on this and much more in these conversations:", "url": "https://wpnews.pro/news/open-source-token-efficiency-benchmark-update-inference-taxonomy-framework-alec", "canonical_source": "https://jeffauriemma.leaflet.pub/3mvijtgt5xs2x", "published_at": "2026-09-14 16:30:10+00:00", "updated_at": "2026-09-14 16:54:40.982447+00:00", "lang": "en", "topics": ["ai-agents", "ai-tools", "developer-tools", "ai-infrastructure"], "entities": ["GraphQL", "REST", "Alec Aivazis", "Houdini"], "alternates": {"html": "https://wpnews.pro/news/open-source-token-efficiency-benchmark-update-inference-taxonomy-framework-alec", "markdown": "https://wpnews.pro/news/open-source-token-efficiency-benchmark-update-inference-taxonomy-framework-alec.md", "text": "https://wpnews.pro/news/open-source-token-efficiency-benchmark-update-inference-taxonomy-framework-alec.txt", "jsonld": "https://wpnews.pro/news/open-source-token-efficiency-benchmark-update-inference-taxonomy-framework-alec.jsonld"}}