Suarez, who received 144 points from the 20-member panel of global soccer writers, scored a hat trick in Liverpool's 4-1 rout of West Bromwich Albion at Anfield. He finished eight points higher than Fernando Torres, who scored Chelsea's winner against Manchester City on Sunday.
"Since his return from suspension, Luis Suarez has offered a compelling case to suggest he is the deadliest, most imaginative striker in Europe," Richard Winton of The Herald in Scotland said.
Zlatan Ibrahimovic was third after a week in which he scored four times in Paris Saint-Germain's 5-0 win over Anderlect in the Champions League.
"It was the best performance in the Champions League of 2013-2014 so far," Axel Torres of Marca Radio in Spain said. "Not only the amount of goals he produced it was also the quality of them. He is in the best shape of his career."
Borussia Dortmund was second in the team poll after two road wins in a week. The German club beat Arsenal 2-1 in the Champions League before winning 3-1 against Schalke.
Chelsea was third in the club poll after its 2-1 victory over Manchester City at Stamford Bridge and 4-0 victory at Steaua Bucharest.
Roma is six points behind Chelsea with 121 after the team improved to 9-0 with a 1-0 win at Udinese on a goal by U.S. midfielder Michael Bradley.
AP Global Soccer 10 rankings, week ending Oct.29
1. Luis Suarez, 144 points.
2. Fernando Torres, 136.
3. Zlatan Ibrahimovic, 115.
4. Neymar, 90.
5. (tie) Henrikh Mkhitaryan, David Villa, 49.
7. (tie) Alexis Sanchez, Diego Costa, 46.
9. Franck Ribery, 34.
10. Sergio Aguero, 33.
1. Barcelona, 149 points.
2. Borussia Dortmund, 138.
3. Chelsea, 127.
4. Roma, 121.
5. Atletico Madrid, 104.
6. Bayern Munich, 103.
7. Napoli, 45.
8. Liverpool, 38.
9. Arsenal, 34.
10. Bayer Leverkusen, 33.