NVIDIA Nemotron Achieves Benchmark-Leading Performance With LangChain Deep Agents Harness
NVIDIA Adel El Hallak
NVIDIA Nemotron 3 Ultra achieved the highest accuracy among open models on LangChain's Deep Agents benchmark by optimizing the system prompt, tool descriptions, and middleware rather than retraining the model. The tuned version runs at 10 times lower inference cost per run than leading closed models while achieving business task parity with the best closed models. Enterprises can now use the open NemoClaw blueprint to build and customize specialized AI agents across their workflows without vendor lock-in.
Why it matters
NVIDIA Nemotron 3 Ultra is offering leading performance at lower cost than top closed models with the largest and most widely adopted AI agent orchestration platform. LangChain tuned its Deep Agents harness for NVIDIA Nemotron 3 Ultra, achieving the highest accuracy among open models, while completing more tasks at higher throughput and running at 10x […]
