Benchmarks

14 results across 8 benchmarks

Benchmark results for MiniMax M2.5
BenchmarkScoreSource
BrowseComp With context management — MiniMax M2.5Configuration: Context management (MiniMax M2.5)76.3%minimax.io for MiniMax M2.5 on BrowseComp With context management — MiniMax M2.5 (opens in a new tab)BrowseComp AccuracyReported Launch postMiniMaxSelf-reportedRecord for MiniMax M2.5 on BrowseComp With context management — MiniMax M2.5
GPQA Diamond — Vals AI harnessConfiguration: Vals AI harness: mean of zero-shot and few-shot CoT82.1%vals.ai for MiniMax M2.5 on Graduate-Level Google-Proof Q&A Diamond — Vals AI harness (opens in a new tab)Archived copy (opens in a new tab)GPQA Diamond AccuracyReported Benchmark leaderboardVals AIIndependentRecord for MiniMax M2.5 on Graduate-Level Google-Proof Q&A Diamond — Vals AI harness
MMLU-Pro Original — Vals AI harnessConfiguration: Vals AI harness80.1%vals.ai for MiniMax M2.5 on MMLU-Pro Original — Vals AI harness (opens in a new tab)Archived copy (opens in a new tab)AccuracyReported Benchmark leaderboardVals AIIndependentRecord for MiniMax M2.5 on MMLU-Pro Original — Vals AI harness
Multi-SWE-bench Original51.3%minimax.io for MiniMax M2.5 on Multi-SWE-bench Original (opens in a new tab)Tasks resolvedReported Launch postMiniMaxSelf-reportedRecord for MiniMax M2.5 on Multi-SWE-bench Original
SWE Atlas Codebase QnA — Public; mini-swe-agentConfiguration: mini-swe-agent harness10.3%labs.scale.com for MiniMax M2.5 on SWE Atlas Codebase QnA — Public; mini-swe-agent (opens in a new tab)Archived copy (opens in a new tab)Mean pass@1Reported Benchmark leaderboardScale AIIndependentRecord for MiniMax M2.5 on SWE Atlas Codebase QnA — Public; mini-swe-agent
SWE Atlas Refactoring — mini-swe-agentConfiguration: mini-swe-agent harness19.5%labs.scale.com for MiniMax M2.5 on SWE Atlas Refactoring — mini-swe-agent (opens in a new tab)Archived copy (opens in a new tab)Mean pass@1Reported Benchmark leaderboardScale AIIndependentRecord for MiniMax M2.5 on SWE Atlas Refactoring — mini-swe-agent
SWE-bench Multilingual — mini-swe-agentConfiguration: mini-swe-agent harness68.3%github.com for MiniMax M2.5 on SWE-bench Multilingual — mini-swe-agent (opens in a new tab)Archived copy (opens in a new tab)Resolved TasksReported Benchmark repositorySWE-benchIndependentSWE-bench TeamRecord for MiniMax M2.5 on SWE-bench Multilingual — mini-swe-agent
SWE-bench Verified80.2%minimax.io for MiniMax M2.5 on SWE-bench Verified (opens in a new tab)Resolved TasksReported Launch postMiniMaxSelf-reportedRecord for MiniMax M2.5 on SWE-bench Verified
SWE-bench Verified — Droid harnessConfiguration: Droid harness79.7%minimax.io for MiniMax M2.5 on SWE-bench Verified — Droid harness (opens in a new tab)Resolved TasksReported Launch postMiniMaxSelf-reportedRecord for MiniMax M2.5 on SWE-bench Verified — Droid harness
SWE-bench Verified — mini-swe-agentEffort: HighConfiguration: mini-swe-agent harness75.8%github.com for MiniMax M2.5 (high) on SWE-bench Verified — mini-swe-agent (opens in a new tab)Archived copy (opens in a new tab)Resolved TasksReported Benchmark repositorySWE-benchIndependentSWE-bench TeamRecord for MiniMax M2.5 on SWE-bench Verified — mini-swe-agent
SWE-bench Verified — OpenCode harnessConfiguration: OpenCode harness76.1%minimax.io for MiniMax M2.5 on SWE-bench Verified — OpenCode harness (opens in a new tab)Resolved TasksReported Launch postMiniMaxSelf-reportedRecord for MiniMax M2.5 on SWE-bench Verified — OpenCode harness
SWE-bench Verified — Vals AI mini-swe-agentConfiguration: mini-swe-agent harness74.2%vals.ai for MiniMax M2.5 on SWE-bench Verified — Vals AI mini-swe-agent (opens in a new tab)Archived copy (opens in a new tab)Resolved TasksReported Benchmark leaderboardVals AIIndependentRecord for MiniMax M2.5 on SWE-bench Verified — Vals AI mini-swe-agent
Terminal-Bench 2.0 — Vals AI Terminus 2Configuration: Terminus-2 harness41.6%vals.ai for MiniMax M2.5 on Terminal-Bench 2.0 — Vals AI Terminus 2 (opens in a new tab)Archived copy (opens in a new tab)Terminal-Bench AccuracyReported Benchmark leaderboardVals AIIndependentRecord for MiniMax M2.5 on Terminal-Bench 2.0 — Vals AI Terminus 2
Vibe Code Bench 1.1 — OpenHands, October 2026 evaluationConfiguration: OpenHands harness14.9%vals.ai for MiniMax M2.5 on Vibe Code Bench 1.1 — OpenHands, October 2026 evaluation (opens in a new tab)Archived copy (opens in a new tab)Vibe Code Bench ScoreReported Benchmark leaderboardVals AIIndependentRecord for MiniMax M2.5 on Vibe Code Bench 1.1 — OpenHands, October 2026 evaluation