Key Info
MiniMax M3.1 Flash has taken the #1 spot for efficiency on Parallel Web System's search capabilities leaderboard, according to a data point shared by Parallel and acknowledged by MiniMax.
Highlights
- On Parallel Search, M3.1 Flash delivers web research performance comparable to DeepSeek V4.1 Flash (1017).
- The model achieves this at roughly 3x lower cost.
- MiniMax also emphasizes the model's speed alongside its efficiency ranking.
- The result comes from Parallel Web System's external search capabilities leaderboard.