Reasoning
Mathematical and scientific problem solving.
Score and research range
- Full-precision point
- 106.84246518734658
- Range
- 104.22–109.46 · 90% Research Range
- Scope
- Conditional fuller R0 A
Score includes qualified prediction of missing evidence.
Model profile / MiniMax
MiniMax M2.5 is a open-weight model tracked via Artificial Analysis independent evaluations for capability comparison across coding, agents, and reasoning.
Four areas of evidence
Mathematical and scientific problem solving.
Score includes qualified prediction of missing evidence.
Software engineering and programming.
Factual reliability and instruction following.
Tool use, workflows and professional tasks.
Current index snapshot · 2026-09-16. Each category uses its own scale; scores across categories are not directly comparable. Counts describe published catalogue evidence. A point lead does not establish superiority.
Performance in context
MiniMax M2.5 has no current Capabilities rating. Explore the rated models below.
Lumina Capabilities Index
The current Capabilities cohort, with available operational measurements.
Chart loads as you explore
Lumina Capabilities Index
The current Capabilities cohort, with available operational measurements.
Chart loads as you explore
Explore the detail
Score includes qualified prediction of missing evidence.
| Benchmark | Result | Published configuration | Source |
|---|---|---|---|
| Vibe Code Bench v1.12026 | 14.852% | Exact BenchLM registry variant MiniMax M2.5; bulk export does not retain a complete upstream harness configuration.Source-native system | BenchLM public datasets — 21 July 2026 ↗Observed 2026-07-21 · checked 2026-07-21source-checked · reference-only |
| Vibe Code Bench v1.12026 | 14.852% | Exact BenchLM registry variant MiniMax M2.5; bulk export does not retain a complete upstream harness configuration.Source-native system | BenchLM public datasets — 2026-07-27 ↗Observed 2026-07-27 · checked 2026-07-27source-checked · reference-only |
| Vibe Code Bench v1.12026 | 14.852% | Exact BenchLM registry variant MiniMax M2.5; bulk export does not retain a complete upstream harness configuration.Source-native system | BenchLM public datasets — 2026-08-01 ↗Observed 2026-08-01 · checked 2026-08-01source-checked · reference-only |
| AA Long Context ReasoningSource-native version | 66% | MiniMax-M2.5Artificial Analysis independent evaluation | AA Long Context Reasoning Leaderboard ↗Observed 2026-07-15 · checked 2026-07-15source-checked · reference-only |
| AA-OmniscienceSource-native version | -39.7 index | MiniMax-M2.5Artificial Analysis independent evaluation | AA-Omniscience Leaderboard ↗Observed 2026-07-15 · checked 2026-07-15source-checked · reference-only |
| CritPtSource-native version | 1.143% | MiniMax-M2.5Artificial Analysis independent evaluation | CritPt Leaderboard ↗Observed 2026-07-15 · checked 2026-07-15source-checked · ranking-eligible |
| τ²-Bench TelecomSource-native version | 95.322% | MiniMax-M2.5Artificial Analysis independent evaluation | τ²-Bench Telecom Leaderboard ↗Observed 2026-07-15 · checked 2026-07-15source-checked · reference-only |
| Terminal-Bench HardSource-native version | 34.849% | MiniMax-M2.5Artificial Analysis independent evaluation | Terminal-Bench Hard Leaderboard ↗Observed 2026-07-15 · checked 2026-07-15source-checked · reference-only |
| SciCodeSource-native version | 42.593% | MiniMax-M2.5Artificial Analysis independent evaluation | Artificial Analysis Models Leaderboard ↗Observed 2026-07-15 · checked 2026-07-15source-checked · reference-only |
| Humanity's Last ExamSource-native version | 19.138% | MiniMax-M2.5Artificial Analysis independent evaluation | Artificial Analysis Models Leaderboard ↗Observed 2026-07-15 · checked 2026-07-15source-checked · reference-only |