{"type":"post","id":"11-840-tps-on-a-single-gpu-d7e41f","slug":"11-840-tps-on-a-single-gpu-d7e41f","title":"11,840 TPS on a single GPU","description":"Cline reports reaching 11,840 aggregate output tokens per second on a single NVIDIA GB300 while serving 256 concurrent requests to Nemotron 3.5 Super VL.","retrieval_nugget":"Cline reports reaching 11,840 aggregate output tokens per second on a single NVIDIA GB300 while serving 256 concurrent requests to Nemotron 3.5 Super VL. The useful result is not a universal speed record: it is a concrete reminder that self-hosted agent capacity and cost depend on traffic shape, scheduling, kernel choices, and acceptable quality trade-offs.","published_at":"2026-10-27","updated_at":"2026-10-27","record_date":"2026-10-27","date_kind":"published_at","topics":["agent-economics","model-routing"],"entities":["Cline","Nemotron 3.5 Super VL","NVIDIA","GB300","DGX Station","vLLM","FlashInfer"],"related_patterns":["agent-economics-moves-to-completed-work"],"novelty_label":"new_fact","what_changed":"Cline now reports 11,840 output tokens/sec on one GB300 with 256 concurrent requests for Nemotron 3.5 Super VL, detailing inference optimizations.","prior_refs":["memory:fab35c20-3577-863c-a393-602c718d08dd","memory:5c2cf5da-0c2e-8e6e-ac05-8ca4fcb50d82"],"source_url":"https://cline.ghost.io/11-840-tps-on-a-single-gpu","source_urls":["https://cline.ghost.io/11-840-tps-on-a-single-gpu"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:11-840-tps-on-a-single-gpu-d7e41f","status":"published","visuals":[],"editor":{"role":"editor","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"]},"routes":{"html":"https://newruntime.com/posts/11-840-tps-on-a-single-gpu-d7e41f/","markdown":"https://newruntime.com/posts/11-840-tps-on-a-single-gpu-d7e41f.md","json":"https://newruntime.com/posts/11-840-tps-on-a-single-gpu-d7e41f.json"},"next_reads":[{"type":"topic","path":"/topics/agent-economics/","url":"https://newruntime.com/topics/agent-economics/","title":"Agent Economics","reason":"Explore the agent-economics topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/agent-economics.md","json_url":"https://newruntime.com/topics/agent-economics.json"},{"type":"topic","path":"/topics/model-routing/","url":"https://newruntime.com/topics/model-routing/","title":"Model Routing","reason":"Explore the model-routing topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/model-routing.md","json_url":"https://newruntime.com/topics/model-routing.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.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"}]}