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Predator media: Qwen Image 2.1 Turbo Q4 · ten-image seed/cache trial

10 retained outputs · 10 accepted results · 10 recorded attempts · median Factory trace 202.0s

Technical delivery and media decoding do not establish visual or musical quality. Timings include adapter overhead; cache behavior differs between runs. Failed and cancelled attempts remain in the evidence.

ComfyUI source: 63be2f9b82ad0dac88a7ceaa28a9cf3154125a18. Per-run prompts, workflow hashes, model versions, timing boundaries, cache evidence, resource observations and verification are in this group’s run.jsonl. Media-generation records use the campaign schema, not the LLM token-throughput schema. Private raw operator logs are excluded; sanitized failed attempts remain.

Methodology · All media · Findings