AI Efficiency Toolbox: companion downloads
Video: https://www.youtube.com/watch?v=UgQ2K_HLzwY
Companion: https://ai.efficiencytoolbox.com/videos/14-local-ai-setups-signal
Evidence snapshot: 2026-09-24
14 local setups, 7 passes. Hosted Gemini and Luna/max plus the separate Sharp template diagnostic are outside the count. Bonsai cancelled attempt is excluded and unscored. Ornith is user-reported, not independently revalidated.
One bounded Swift parser task; combined tests include existing, authored and fixed acceptance checks, not separate coding tasks. Agent timing excludes loading, warmup and independent evaluation. Unknown values remain null. ThinkingCap elapsed time is time to termination, not completion. Different harness/runtime/cache/settings prevent a controlled causal ranking.
Curated results/settings only. Private source code, patches, raw logs and model weights are intentionally absent. No install commands are supplied because this export is not an independently tested install package.
Immutable original ledger SHA256: b1fc4463de731a470b42f189f9b51863c036ac38a34f43c57d954e920c2dfded
Prompt SHA256: a9bd80dad2cf9792ebaacdde38e71a2a0b4c85113f578954c5ced789a9710a9d
Evaluator SHA256: f8c54b591bed62ee5fd7eec5e81e7c9e88b6481511b726369f9f31e768fc7f64