Beam is an open model by Reflection designed to deliver strong performance for areas such as agentic tool use, coding and general reasoning with an emphasis on token efficient usage.
thinkingtoolscloud
Context window1M
ModalitiesText
Size501B
Pulls4,724
Tags1
Updated21 hours ago
ollama run beam:cloud
Primary capabilities
Token-efficient reasoning — Reaches comparable solution quality to leading open models using approximately 3x fewer inference-time reasoning tokens.
Software engineering — Resolves real-world GitHub issues, operates in CLI and DevOps environments, and integrates directly with agentic coding harnesses. Code generation supported across languages.
Agentic tool use — Long-horizon task completion, MCP-based tool integration, and browsing. Executes multi-step workflows from natural-language instructions.
Reasoning (math and science) — Graduate-level science problem solving, theorem proving, and applied mathematics. Reasoning quality transfers to debugging, planning, and self-correction during agentic execution.