Reflection
Reflection: Beam 1.0 501B A23B
reflection/beam-1.0-501b-a23b
Beam 1.0 is Reflection's open-weight reasoning model for coding and long-horizon agentic workflows. It uses a sparse mixture-of-experts architecture with 501B total and 23B active parameters per token, and a 1M-token context window. Beam targets software engineering, multi-step tool use, and mathematical and scientific reasoning, with an emphasis on token efficiency. It takes text input and produces text output, supports configurable reasoning effort, function calling and structured outputs, and is released under Apache 2.0.
/ 1M tokens
/ 1M tokens
tokens
Limits
Context
1,048,576
tokens
Max output
943,718
90% of the context window
Parameters
501,267,612,352
Model facts
Author
Reflection
Tokenizer
Other
Modality
Text -> Text
License
Apache-2.0
Knowledge cutoff
2026-06-30
Created
Oct 16, 2026
Hugging Face
reflection/Beam-1.0-501B-A23B