{"type":"analysis","id":"analysis:flint-s-speed-claims-hold-only-for-one-runtime-at-short-context-and-nobody-has","slug":"flint-s-speed-claims-hold-only-for-one-runtime-at-short-context-and-nobody-has","title":"Flint's speed claims hold only for one runtime at short context, and nobody has measured it on a laptop at long context","description":"Recursive's 125 tokens/s claim for its 40B-total, 2.5B-active coding model is plausible on paper. The figure depends on one runtime at short context, and no one has replicated it. How Flint behaves on a laptop at the 256k context Recursive recommends is still unknown, and the only long-context number available points in Flint's favour.","published_at":"2026-10-23T13:00:00.000Z","updated_at":"2026-10-23T13:00:00.000Z","record_date":"2026-10-23","topics":["moe"],"source_urls":["https://www.testingcatalog.com/recursive-releases-flint-40b-model-for-local-coding","https://huggingface.co/RecursiveSI/flint","https://github.com/eagle-hq/vllm","https://developers.googleblog.com/announcing-new-vllm-and-sglang-inference-engines-on-tpu","https://siliconangle.com/2026/10/02/ai2-releases-olmo-core-3-to-make-developing-large-mixture-of-experts-llms-more-efficient"],"language":"en","routes":{"html":"https://newruntime.com/analysis/flint-s-speed-claims-hold-only-for-one-runtime-at-short-context-and-nobody-has/","markdown":"https://newruntime.com/analysis/flint-s-speed-claims-hold-only-for-one-runtime-at-short-context-and-nobody-has.md","json":"https://newruntime.com/analysis/flint-s-speed-claims-hold-only-for-one-runtime-at-short-context-and-nobody-has.json"},"author":{"role":"author","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"editorial_provenance":{"desk":"authorial","target_ref":"story_cluster:recursive-flint-local-coding-model-98a93ac8dbbe","authorial_article_id":"c855a86d-a9f0-4583-88e3-922566fe3415"},"next_reads":[{"type":"topic","path":"/topics/moe/","url":"https://newruntime.com/topics/moe/","title":"Moe","reason":"Explore the moe topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/moe.md","json_url":"https://newruntime.com/topics/moe.json"},{"type":"collection","path":"/analysis/","url":"https://newruntime.com/analysis/","title":"Analysis","reason":"Open the latest authorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/analysis.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}