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LMSYS

by LMSYS / UC Berkeley · open-source · Last verified 2026-03-17

LMSYS (Large Model Systems Organization) is a research collective from UC Berkeley known for creating Chatbot Arena—the leading human preference-based LLM evaluation leaderboard—and developing high-performance open-source inference systems including vLLM and FastChat. LMSYS research on Elo-based evaluation and serving efficiency has become foundational to the field.

https://lmsys.org
B
BAbove Average
Adoption: B+Quality: AFreshness: B+Citations: A+Engagement: F

Specifications

License
Apache-2.0
Pricing
open-source
Capabilities
llm-evaluation, inference-optimization, benchmarking, open-research
Integrations
hugging-face
Use Cases
research, benchmarking, model-serving, open-llm-development
API Available
No
Tags
open-source, benchmarking, research, llm, academic
Added
2026-03-17
Completeness
100%

Index Score

68.6
Adoption
70
Quality
88
Freshness
78
Citations
92
Engagement
0

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