# MiniMax M2.7 vs A.X series

> Side-by-side benchmark comparison for MiniMax M2.7 and A.X series across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/minimax-m2-7-vs-skt-ax
- Last updated: September 29, 2026

- Shared sourced benchmarks: 0
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.7

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for MiniMax M2.7 and A.X series.

## Summary

- MiniMax M2.7 and A.X series do not currently share a sourced benchmark row. The mirror therefore compares metadata, pricing, context windows, and each model's separately reported coverage without naming a benchmark winner.

## Model Snapshot

| Property | MiniMax M2.7 | A.X series |
|----------|----------|----------|
| Creator | MiniMax | SK Telecom |
| Type | Open Weight | Proprietary |
| Reasoning | Non-Reasoning | Non-Reasoning |
| Context | 200K | 64K |
| Independent public score (not head-to-head) | 47.85 | null |
| Benchmarks Covered | 23 | 0 |
| Pricing (input/output) | $0.30 / $1.20 | N/A |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- MiniMax M2.7 public-lane score: 29.1 (Supported · #82/117)
- A.X series public-lane score: Coming soon

| Benchmark | MiniMax M2.7 | A.X series | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 57% | Coming soon | Coming soon |
| Toolathlon | 46.3% | Coming soon | Coming soon |
| MLE-Bench Lite | 66.6% | Coming soon | Coming soon |
| MM-ClawBench | 62.7% | Coming soon | Coming soon |
| Claw-Eval | 48.7% | Coming soon | Coming soon |
| Gert Labs | 40.40% | Coming soon | Coming soon |
| Terminal-Bench 2.1 (Vals) | 48.7% | Coming soon | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- MiniMax M2.7 public-lane score: 36 (Supported · #77/143)
- A.X series public-lane score: Coming soon

| Benchmark | MiniMax M2.7 | A.X series | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified* | 75.4% | Coming soon | Coming soon |
| SWE-bench Pro | 56.2% | Coming soon | Coming soon |
| SWE-Rebench | 51.9% | Coming soon | Coming soon |
| SWE Multilingual | 76.5% | Coming soon | Coming soon |
| Multi-SWE Bench | 52.7% | Coming soon | Coming soon |
| VIBE-Pro | 55.6% | Coming soon | Coming soon |
| NL2Repo | 39.8% | Coming soon | Coming soon |
| Vibe Code Bench | 27.04% | Coming soon | Coming soon |
| React Native Evals | 71.4% | Coming soon | Coming soon |
| LiveCodeBench (Vals) | 79.9% | Coming soon | Coming soon |
| SWE-bench (Vals) | 73.8% | Coming soon | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- MiniMax M2.7 public-lane score: 76.1 (Unranked · 2 rankable rows)
- A.X series public-lane score: Coming soon

### Knowledge

- Winner: Insufficient shared evidence
- MiniMax M2.7 public-lane score: 43 (Supported · #86/169)
- A.X series public-lane score: Coming soon

| Benchmark | MiniMax M2.7 | A.X series | Winner |
|-----------|-----------|-----------|--------|
| GPQA-D | 87.0% | Coming soon | Coming soon |
| MMLU-Pro (Arcee) | 80.8% | Coming soon | Coming soon |
| GPQA Diamond (Vals) | 86.6% | Coming soon | Coming soon |
| MMLU-Pro (Vals) | 80.4% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- MiniMax M2.7 public-lane score: 91.6 (#10/124)
- A.X series public-lane score: Coming soon

### Mathematics

- Winner: Insufficient shared evidence
- MiniMax M2.7 public-lane score: Coming soon
- A.X series public-lane score: Coming soon

| Benchmark | MiniMax M2.7 | A.X series | Winner |
|-----------|-----------|-----------|--------|
| AIME25 (Arcee) | 80.0% | Coming soon | Coming soon |

## FAQ

### Can I compare MiniMax M2.7 and A.X series on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but sourced benchmark coverage is still incomplete for a fair score-level comparison.

### Why does this page show "coming soon" values?

BenchLM only calls winners when public benchmark coverage is available on both sides of the comparison.

## Related Comparisons

- [MiniMax M2.7 vs A.X K2](/compare/a-x-k2-vs-minimax-m2-7)
- [A.X series vs A.X K2](/compare/a-x-k2-vs-skt-ax)
- [MiniMax M2.7 vs GPT-6 Astra](/compare/gpt-6-astra-vs-minimax-m2-7)
- [A.X series vs GPT-6 Astra](/compare/gpt-6-astra-vs-skt-ax)

## Explore More

- [MiniMax M2.7 profile](/models/minimax-m2-7)
- [A.X series profile](/models/skt-ax)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)