独 ('alone') +
斗 ('to fight'), almost always seen in
单打独斗 ('go at it solo / fly solo'), the standard four-character form. Bare
独斗 alone is rarer and more literary. Use
单打独斗 in conversation when you mean 'go it alone' against odds — it has a slightly heroic / underdog flavor.