B.O.B. Leaderboard

MiniMaxreleased 12 Feb 2026

MiniMax-M2.5

#86 of 9512 of 46 benchmarksHolds up

11.2

B.O.B.

Category profile

  • Real use (hard to game)2×14
  • Reasoning & knowledge1
  • Math9
  • Coding15
  • Agents & real work0
  • Independent indexes25

Reality check

Lab tests

6

Real use (6 tests)

14

Does even better in real use than on lab tests. It does 8 points better on tests that are hard to train for than on the usual lab tests.

What counts as real use

Price per 1M tokens (OpenRouter)

$0.27 in · $0.95 out

Cost per task on the AA index

—

Output speed (Artificial Analysis)

—

§Receipts

Every benchmark result

“Beats” = the share of tracked models this one beat on that test. The raw score is its best reported setting.

BenchmarkRawBeatsSource
Real use (hard to game) · Real use 14
Kagi LLM Benchmarkas minimax-m2-555.2%
33%of 22
Kagi
SWE-rebenchas MiniMax M2.547.7%
30%of 34
Nebius
LMArena WebDevas minimax-m2.51386
17%of 82
LMArena (blind human votes)
LMArena Textas minimax-m2.51391
3%of 80
LMArena (blind human votes)
EQ-Bench Creative Writingas minimax/minimax-m2.51361
2%of 46
Sam Paech (open source)
SkateBenchas minimax-m2.514.0%
0%of 8
Theo (t3.gg, YouTube)
Reasoning & knowledge · Reasoning 1
ARC-AGI-2as MiniMax-M2.54.9%
1%of 44
Epoch AI Benchmarking Hub
Math · Math 9
ProofBenchas MiniMax-M2.54.0%
9%of 68
Epoch AI Benchmarking Hub
Coding · Coding 15
Terminal-Benchas MiniMax-M2.542.7%
15%of 14
Epoch AI Benchmarking Hub
ALE-Benchas MiniMax-M2.5618.2%
14%of 71
Epoch AI Benchmarking Hub
Agents & real work · Agents 0
Vending-Bench 2as MiniMax-M2.5-2316.0%
0%of 47
Epoch AI Benchmarking Hub
Independent indexes · Indexes 25
Epoch Capabilities Indexas MiniMax-M2.5146.7
25%of 81
Epoch AI