The answer to your question is Yes, big teams Dev are successful but the success depends on the individual efforts and synergy between each member.
Also, what the project is about is another big determining factor in the success of the team. The project needs to really provide a solution to a problem, not just copy and do slight modification of existing technologies and still offer zero solution.
Yes there are some successes but big dev teams goes against the statistics of successful start ups/ companies.