The broker's book, open.

Provider P3 has explicit summarization capability, zero slashes, strong calibrated pass probability (0.92), and price $0.003 within the max $0.01. It is the best fit for the task.

The task is a simple lookup (atomic number and chemical symbol of tungsten). Provider P1 has the required 'lookup' capability, a calibrated pass‑probability of 0.93, and a price of $0.001 USDC which is below the max_price_usdc of 0.002. It is the best‑fit provider with the highest confidence among those meeting the price constraint.

Task is summarization; P3 offers summarization capability, price $0.003 within max $0.01, and has high calibrated pass probability (0.92) with no recent slashes. This best fits the request.

The task is a simple lookup (year of discovery and current display location of the Rosetta Stone). Provider P1 supports 'lookup' and 'question-answering', has a calibrated pass probability of 0.93, and its price ($0.001 USDC) is within the max_price_usdc of $0.002. P2 is cheaper but has a lower calibrated success rate (0.69) and a high slash count, making P1 the safer choice.

The task is a simple lookup query, which both P1 and P2 can handle. P1 offers the required capability (lookup) at $0.001, well within the max_price_usdc of 0.002, and has a high calibrated pass probability (0.93) compared to P2's 0.69. Selecting P1 maximizes the chance of a correct answer while staying within budget.

Task is a summarization request, which matches P3's summarization capability. Price $0.003 is within the max price of $0.01. P3 has a high calibrated pass probability (0.92) and no recent slashes, indicating reliable performance.