Shared benchmarks

6
Shared benchmarks for MiniMax M2.5 and MiniMax M2.7
BenchmarkMiniMax M2.5MiniMax M2.7
BrowseCompPotentially non-equivalent: Benchmark versions differ. Evaluator sets differ.
  • 76.3%With context management — MiniMax M2.5 · MiniMax
  • 38.3%130-question subset — Mercor web research agent · Mercor
Potentially non-equivalent · Evaluation details for BrowseComp

Benchmark versions differ. Evaluator sets differ. Evaluation methodology is not recorded by the registry.

MiniMax M2.5

Record for MiniMax M2.5 on BrowseComp With context management — MiniMax M2.5

MiniMax M2.7

  • 82.1%
  • 86.6%
Evaluation details for GPQA Diamond — Vals AI harness

The recorded benchmark version, metric, and evaluator sets match. Evaluation methodology is not recorded by the registry.

MiniMax M2.5

Record for MiniMax M2.5 on Graduate-Level Google-Proof Q&A Diamond — Vals AI harness

MiniMax M2.7

Record for MiniMax M2.7 on Graduate-Level Google-Proof Q&A Diamond — Vals AI harness
  • 80.1%
  • 80.4%
Evaluation details for MMLU-Pro Original — Vals AI harness

The recorded benchmark version, metric, and evaluator sets match. Evaluation methodology is not recorded by the registry.

MiniMax M2.5

Record for MiniMax M2.5 on MMLU-Pro Original — Vals AI harness

MiniMax M2.7

Record for MiniMax M2.7 on MMLU-Pro Original — Vals AI harness
  • 74.2%
  • 73.8%
Evaluation details for SWE-bench Verified — Vals AI mini-swe-agent

The recorded benchmark version, metric, and evaluator sets match. Evaluation methodology is not recorded by the registry.

MiniMax M2.5

Record for MiniMax M2.5 on SWE-bench Verified — Vals AI mini-swe-agent

MiniMax M2.7

Record for MiniMax M2.7 on SWE-bench Verified — Vals AI mini-swe-agent
  • 41.6%
  • 47.2%
Evaluation details for Terminal-Bench 2.0 — Vals AI Terminus 2

The recorded benchmark version, metric, and evaluator sets match. Evaluation methodology is not recorded by the registry.

MiniMax M2.5

Record for MiniMax M2.5 on Terminal-Bench 2.0 — Vals AI Terminus 2

MiniMax M2.7

Record for MiniMax M2.7 on Terminal-Bench 2.0 — Vals AI Terminus 2
  • 14.9%
  • 11.9%
Evaluation details for Vibe Code Bench 1.1 — OpenHands, October 2026 evaluation

The recorded benchmark version, metric, and evaluator sets match. Evaluation methodology is not recorded by the registry.