Shares that were down about 9% rallied to close up 6.4%. Deutsche bank had set aside $5.5 billion to cover losses. The $14 billion fine was nearly as large as companies market cap of about $18 billion.

Today, six current or former Deutsche Bank managers along with seven other individuals were charged with fraud related to Monte dei Paschi derivatives. Banca Monte dei Paschi, in Italy, is the world's oldest bank, dating to the year 1624.

"Six current and former managers of Deutsche Bank AG — including ex-asset and wealth management head Michele Faissola — along with former executives at Nomura Holdings Inc. and Banca Monte dei Paschi di Siena SpA were charged in Milan for colluding to falsify the accounts of Italy's third-biggest bank and manipulate the market.