Reflection's Beam, billed as a Western open-weight frontier, trails Qwen and DeepSeek on coding tests

TheTuringPost · x · 2026-10-06

Reflection launched its new model Beam, claiming it "advances the Western open-weight frontier," but TheTuringPost found it well behind leading Chinese open models on key coding benchmarks — a far cry from co-founder Ioannis Antonoglou's stated February goal of building "the best open models out there."

More controversially, Reflection's own comparison table omitted six Qwen and DeepSeek results that the author verified from other sources; adding them back makes the gap even starker, undercutting the "Western frontier" framing.

Related event: US Open-Source Model Beam Falls Short of DeepSeek and Qwen in Benchmarks(3 posts)→

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