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Judge market efficiency from raw price action
The shortest-hand yet most reliable metric is daily volume / total shares outstanding.  A security with a high turnover rate will be more efficient than a lower one, ceteris paribus. The practical impacts are tighter spread and lower average percentage change between trades.  A security with a spread of 0% and an average change of 0% between trades is perfectly efficient.