Apparently arbitragers have their own "exchange rate" that has been more or less fixed at ~6.10 since Jan/15.
Who knows, perhaps there is only one arbitrage algorithm working between China and the West, with the exchange rate "6.10" hard-coded, and the owner did not notice that it has changed.
