Ramp Reports NVIDIA NeMo Switchyard Cuts Agent Costs
Ramp tested NVIDIA NeMo Switchyard stage router on coding agents in internal SWE-Bench.
Ramp Labs posted that they tested NVIDIA NeMo Switchyard’s stage router for coding agents in Ramp SWE-Bench. Routed agents showed comparable performance to single-model controls while reducing costs and runtime. Eric Glyman stated that the NVIDIA team delivered a model and routing library that matches frontier performance while cutting observed costs by 59% and runtime by 32%. The NVIDIA AI account retweeted Glyman’s post. Karim Atiyeh retweeted the Ramp Labs post.
We tested NVIDIA NeMo Switchyard’s stage router for coding agents in Ramp SWE-Bench. Routed agents showed comparable performance to single-model controls while substantially reducing costs and runtime.
Reactions
3 postsEG 
Eric Glyman@eglymanThe @NVIDIAAI team delivered a model and routing library that matches frontier performance all while cutting our observed costs by 59% and runtime by 32%. Really remarkable, never been a more fun time to be building applications.
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- replies: 10
- bookmarks: 114
- reposts: 22
RL Ramp Labs@RampLabsWe tested NVIDIA NeMo Switchyard’s stage router for coding agents in Ramp SWE-Bench. Routed agents showed comparable performance to single-model controls while substantially reducing costs and runtime.
- likes: 199
- replies: 10
- bookmarks: 85
- reposts: 27
EG Eric Glyman@eglymanThe @NVIDIAAI team delivered a model and routing library that matches frontier performance all while cutting our observed costs by 59% and runtime by 32%. Really remarkable, never been a more fun time to be building applications.
- likes: 308
- replies: 10
- bookmarks: 114
- reposts: 22