unsloth/Qwen3.8-Flash-Next-GGUF on NVIDIA GeForce RTX 5090 — 43.4 tok/s

Strong, well-structured 4-step plan with clear dependencies, appropriate use of search_web/read_file/execute_code, and a sensible fallback strategy. Minor concern: it relies on potentially hard-to-verify benchmark/speed sources and the claimed cache path may be speculative, but overall the planning is coherent and task-aligned.

A polished and largely playable Breakout implementation with good visuals, fixed-timestep updates, scoring, lives, restart, and mobile input. However, a few spec mismatches and collision edge cases reduce strict correctness, especially around launch direction and robust AABB side resolution.

A highly convincing Aldwyn voice: guarded, wary, and visibly shaken by Kestra's name while maintaining a mercenary edge. The sensory detail and internal tension are especially strong, though the excerpt stops before fully executing the later trust-and-choice beats required by the prompt.

Strong, well-structured analysis with correct calculations, clear task-by-task comparisons, and practical recommendations. The main weakness is methodological: it infers scaling from heterogeneous model families without controlling for architecture, training, or benchmark conditions, so the scaling claims are directionally sound but not causal.