# Mercury 2.5 vs MiMo-V2.5-Pro

> Side-by-side benchmark comparison for Mercury 2.5 and MiMo-V2.5-Pro across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/mercury-2-5-vs-mimo-v2-5-pro
- Last updated: September 8, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

Evidence is too thin for a benchmark verdict: Mercury 2.5 and MiMo-V2.5-Pro share only 1 sourced benchmark row.

## Summary

- Only 1 shared sourced benchmark row is available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- MiMo-V2.5-Pro has the lower published output-token price.
- MiMo-V2.5-Pro has the larger published context window at 1M.

## Model Snapshot

| Property | Mercury 2.5 | MiMo-V2.5-Pro |
|----------|----------|----------|
| Creator | Inception | Xiaomi |
| Type | Proprietary | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 260K | 1M |
| Independent public score (not head-to-head) | null | 62.77 |
| Benchmarks Covered | 5 | 13 |
| Pricing (input/output) | $0.04 / $0.15 | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Mercury 2.5 public-lane score: 44.5 (Estimated · #91/152)
- MiMo-V2.5-Pro public-lane score: 39.8 (Supported · #118/152)

| Benchmark | Mercury 2.5 | MiMo-V2.5-Pro | Winner |
|-----------|-----------|-----------|--------|
| τ³-bench results | 96.0% | 72.9% | Mercury 2.5 |
| DeepSearchQA | 34.0% | Coming soon | Coming soon |
| Claw-Eval | Coming soon | 63.8% | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 68.4% | Coming soon |
| Gert Labs | Coming soon | 62.70% | Coming soon |
| Terminal-Bench 2.1 (Vals) | Coming soon | 57.3% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Mercury 2.5 public-lane score: 47.8 (Estimated · #73/151)
- MiMo-V2.5-Pro public-lane score: 55.4 (Estimated · #40/151)

| Benchmark | Mercury 2.5 | MiMo-V2.5-Pro | Winner |
|-----------|-----------|-----------|--------|
| SciCode | 38% | Coming soon | Coming soon |
| SWE-bench Pro | Coming soon | 57.2% | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 68.4% | Coming soon |
| LiveCodeBench (Vals) | Coming soon | 81.4% | Coming soon |
| SWE-bench (Vals) | Coming soon | 74.0% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Mercury 2.5 public-lane score: 67.7 (Unranked · 1 rankable row)
- MiMo-V2.5-Pro public-lane score: 75.8 (Unranked · 2 rankable rows)

### Knowledge

- Winner: Insufficient shared evidence
- Mercury 2.5 public-lane score: 48.3 (Estimated · #94/182)
- MiMo-V2.5-Pro public-lane score: 54.1 (Supported · #61/182)

| Benchmark | Mercury 2.5 | MiMo-V2.5-Pro | Winner |
|-----------|-----------|-----------|--------|
| GPQA-D | 79.0% | Coming soon | Coming soon |
| HLE | Coming soon | 48% | Coming soon |
| HLE w/o tools | Coming soon | 34% | Coming soon |
| GPQA Diamond (Vals) | Coming soon | 82.6% | Coming soon |
| MMLU-Pro (Vals) | Coming soon | 84.6% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Mercury 2.5 public-lane score: 80.1 (#53/121)
- MiMo-V2.5-Pro public-lane score: 93.7 (#6/121)

| Benchmark | Mercury 2.5 | MiMo-V2.5-Pro | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 77% | Coming soon | Coming soon |

## FAQ

### Is there enough evidence to pick between Mercury 2.5 and MiMo-V2.5-Pro?

Not yet. The models share only 1 sourced benchmark row, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [Mercury 2.5 vs Mercury 2.5 Preview](/compare/mercury-2-5-vs-mercury-2-5-preview)
- [MiMo-V2.5-Pro vs Mercury 2.5 Preview](/compare/mercury-2-5-preview-vs-mimo-v2-5-pro)
- [Mercury 2.5 vs MiMo-V2.5](/compare/mercury-2-5-vs-mimo-v2-5)
- [MiMo-V2.5-Pro vs MiMo-V2.5](/compare/mimo-v2-5-vs-mimo-v2-5-pro)

## Explore More

- [Mercury 2.5 profile](/models/mercury-2-5)
- [MiMo-V2.5-Pro profile](/models/mimo-v2-5-pro)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)