{"id":237353,"date":"2026-05-18T22:06:12","date_gmt":"2026-05-19T03:06:12","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2026\/05\/quantclaw-precision-where-it-matters-for-openclaw"},"modified":"2026-05-18T22:06:12","modified_gmt":"2026-05-19T03:06:12","slug":"quantclaw-precision-where-it-matters-for-openclaw","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2026\/05\/quantclaw-precision-where-it-matters-for-openclaw","title":{"rendered":"QuantClaw: Precision Where It Matters for OpenClaw"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/quantclaw-precision-where-it-matters-for-openclaw3.jpg\"><\/a><\/p>\n<p>Not every query needs a supercomputer. We benchmarked model quantization across OpenClaw\u2019s full task spectrum and developed a router plugin that sends each query exactly where it belongs. Cut costs by ~20%, speed up ~15% without sacrificing capabilities.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Not every query needs a supercomputer. We benchmarked model quantization across OpenClaw\u2019s full task spectrum and developed a router plugin that sends each query exactly where it belongs. Cut costs by ~20%, speed up ~15% without sacrificing capabilities.<\/p>\n","protected":false},"author":709,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[44],"tags":[],"class_list":["post-237353","post","type-post","status-publish","format-standard","hentry","category-supercomputing"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/237353","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/709"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=237353"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/237353\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=237353"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=237353"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=237353"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}