# LLaDA2.2-mini vs Mercury 2.5

> Side-by-side benchmark comparison for LLaDA2.2-mini and Mercury 2.5 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/llada2-2-mini-vs-mercury-2-5
- Last updated: September 10, 2026

- Shared sourced benchmarks: 2
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

Evidence is too thin for a benchmark verdict: LLaDA2.2-mini and Mercury 2.5 share only 2 sourced benchmark rows.

## Summary

- Only 2 shared sourced benchmark rows are available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- LLaDA2.2-mini has the lower published output-token price.
- Mercury 2.5 has the larger published context window at 260K.

## Model Snapshot

| Property | LLaDA2.2-mini | Mercury 2.5 |
|----------|----------|----------|
| Creator | InclusionAI | Inception |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 128K | 260K |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 9 | 5 |
| Pricing (input/output) | $0.00 / $0.00 | $0.04 / $0.15 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- LLaDA2.2-mini public-lane score: Coming soon
- Mercury 2.5 public-lane score: 44 (Estimated · #92/152)

| Benchmark | LLaDA2.2-mini | Mercury 2.5 | Winner |
|-----------|-----------|-----------|--------|
| BFCL v4 | 47.7% | Coming soon | Coming soon |
| τ²-bench results | 57.5% | Coming soon | Coming soon |
| Claw-Eval | 57.2% | Coming soon | Coming soon |
| PinchBench | 62.3% | Coming soon | Coming soon |
| τ³-bench results | Coming soon | 96.0% | Coming soon |
| DeepSearchQA | Coming soon | 34.0% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- LLaDA2.2-mini public-lane score: Coming soon
- Mercury 2.5 public-lane score: 47.1 (Estimated · #73/151)

| Benchmark | LLaDA2.2-mini | Mercury 2.5 | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v6 | 28.1% | Coming soon | Coming soon |
| SciCode | Coming soon | 38% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- LLaDA2.2-mini public-lane score: Coming soon
- Mercury 2.5 public-lane score: 67.7 (Unranked · 1 rankable row)

| Benchmark | LLaDA2.2-mini | Mercury 2.5 | Winner |
|-----------|-----------|-----------|--------|
| LongBench v2 | 35.0% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- LLaDA2.2-mini public-lane score: Coming soon
- Mercury 2.5 public-lane score: 47.6 (Estimated · #94/183)

| Benchmark | LLaDA2.2-mini | Mercury 2.5 | Winner |
|-----------|-----------|-----------|--------|
| GPQA-D | 44.4% | 79.0% | Mercury 2.5 |

### Instruction Following

- Winner: Insufficient shared evidence
- LLaDA2.2-mini public-lane score: Coming soon
- Mercury 2.5 public-lane score: 80.1 (#54/123)

| Benchmark | LLaDA2.2-mini | Mercury 2.5 | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 24.9% | 77% | Mercury 2.5 |

### Mathematics

- Winner: Insufficient shared evidence
- LLaDA2.2-mini public-lane score: Coming soon
- Mercury 2.5 public-lane score: Coming soon

| Benchmark | LLaDA2.2-mini | Mercury 2.5 | Winner |
|-----------|-----------|-----------|--------|
| AIME26 | 35.0% | Coming soon | Coming soon |

## FAQ

### Is there enough evidence to pick between LLaDA2.2-mini and Mercury 2.5?

Not yet. The models share only 2 sourced benchmark rows, 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

- [LLaDA2.2-mini vs LLaDA2.2-flash](/compare/llada2-2-flash-vs-llada2-2-mini)
- [Mercury 2.5 vs LLaDA2.2-flash](/compare/llada2-2-flash-vs-mercury-2-5)
- [LLaDA2.2-mini vs Mercury 2.5 Preview](/compare/llada2-2-mini-vs-mercury-2-5-preview)
- [Mercury 2.5 vs Mercury 2.5 Preview](/compare/mercury-2-5-vs-mercury-2-5-preview)

## Explore More

- [LLaDA2.2-mini profile](/models/llada2-2-mini)
- [Mercury 2.5 profile](/models/mercury-2-5)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)