HAL (France)
open access
LLMs for research: quality, speed and cost. Comparison with Pi, replaying project tickets from Imperial Dragon Harness workflows
Twenty hosted and local language-model configurations replay ten tickets randomly sampled from research project histories. A single model completes each task and reviews its own output; three blinded judge models score the deliverable out of 30. The report compares quality, elapsed time and direct c
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