LaunchAI ModelsJuly 8, 2026
NVIDIA Nemotron Achieves Benchmark-Leading Performance With LangChain Deep Agents Harness

Nemotron 3 Ultra achieved an aggregate score of 0.86 at $4.48 inference cost, versus $43.48 for the closest-performing model. LangChain tuned its Deep Agents harness for the model, claiming highest accuracy among open models and 10x lower costs.
6 sources
NVIDIA Nemotron Achieves Benchmark-Leading Performance With LangChain Deep Agents Harnessblogs.nvidia.com
Create a LangChain Deep Agents Harness Profile for NVIDIA Nemotron 3 Ultra to Improve Performancedeveloper.nvidia.com
LangChain and NVIDIA Launch NemoClaw Deep Agents Blueprintlangchain.com
We tuned the harness for @NVIDIAAI Nemotron 3 Ultra. Benchmark-leading performance. 10x lower...x.com
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