# LFM2.5-8B-A1B vs LLaDA2.2-mini

> Side-by-side benchmark comparison for LFM2.5-8B-A1B and LLaDA2.2-mini across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/lfm2-5-8b-a1b-vs-llada2-2-mini
- Last updated: September 10, 2026

- Shared sourced benchmarks: 4
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

Pick LFM2.5-8B-A1B if you want the stronger benchmark profile. LLaDA2.2-mini only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- LFM2.5-8B-A1B leads overall 38.98 to 0.
- The biggest single benchmark swing is IFBench in Instruction Following, with scores of 56.5% and 24.9%.

## Model Snapshot

| Property | LFM2.5-8B-A1B | LLaDA2.2-mini |
|----------|----------|----------|
| Creator | LiquidAI | InclusionAI |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 128K | 128K |
| Overall Score | 38.98 | null |
| Benchmarks Covered | 7 | 9 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Coming soon
- LFM2.5-8B-A1B public-lane score: 43.3 (Estimated · #96/152)
- LLaDA2.2-mini public-lane score: Coming soon

| Benchmark | LFM2.5-8B-A1B | LLaDA2.2-mini | Winner |
|-----------|-----------|-----------|--------|
| BFCL v4 | 49.7% | 47.7% | LFM2.5-8B-A1B |
| τ²-bench results | 88.1% | 57.5% | LFM2.5-8B-A1B |
| Claw-Eval | Coming soon | 57.2% | Coming soon |
| PinchBench | Coming soon | 62.3% | Coming soon |

### Coding

- Winner: Coming soon
- LFM2.5-8B-A1B public-lane score: Coming soon
- LLaDA2.2-mini public-lane score: Coming soon

| Benchmark | LFM2.5-8B-A1B | LLaDA2.2-mini | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v6 | Coming soon | 28.1% | Coming soon |

### Reasoning

- Winner: Coming soon
- LFM2.5-8B-A1B public-lane score: 21 (Unranked · 2 rankable rows)
- LLaDA2.2-mini public-lane score: Coming soon

| Benchmark | LFM2.5-8B-A1B | LLaDA2.2-mini | Winner |
|-----------|-----------|-----------|--------|
| LongBench v2 | Coming soon | 35.0% | Coming soon |

### Knowledge

- Winner: Coming soon
- LFM2.5-8B-A1B public-lane score: 34.4 (Supported · #163/183)
- LLaDA2.2-mini public-lane score: Coming soon

| Benchmark | LFM2.5-8B-A1B | LLaDA2.2-mini | Winner |
|-----------|-----------|-----------|--------|
| GPQA-D | Coming soon | 44.4% | Coming soon |

### Instruction Following

- Winner: Coming soon
- LFM2.5-8B-A1B public-lane score: 44.7 (#94/123)
- LLaDA2.2-mini public-lane score: Coming soon

| Benchmark | LFM2.5-8B-A1B | LLaDA2.2-mini | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 91.8% | Coming soon | Coming soon |
| IFBench | 56.5% | 24.9% | LFM2.5-8B-A1B |

### Mathematics

- Winner: Coming soon
- LFM2.5-8B-A1B public-lane score: 27.7 (Unranked · 3 rankable rows)
- LLaDA2.2-mini public-lane score: Coming soon

| Benchmark | LFM2.5-8B-A1B | LLaDA2.2-mini | Winner |
|-----------|-----------|-----------|--------|
| MATH-500 | 88.8% | Coming soon | Coming soon |
| AIME 2025 | 42.5% | Coming soon | Coming soon |
| AIME26 | 50.0% | 35.0% | LFM2.5-8B-A1B |

## FAQ

### Which is better overall, LFM2.5-8B-A1B or LLaDA2.2-mini?

LFM2.5-8B-A1B is ahead overall on BenchLM right now.

### How many benchmarks does LFM2.5-8B-A1B cover on BenchLM?

LFM2.5-8B-A1B currently has 7 sourced benchmark scores on BenchLM.

### How many benchmarks does LLaDA2.2-mini cover on BenchLM?

LLaDA2.2-mini currently has 9 sourced benchmark scores on BenchLM.

## Related Comparisons

- [LFM2.5-8B-A1B vs LLaDA2.2-flash](/compare/lfm2-5-8b-a1b-vs-llada2-2-flash)
- [LLaDA2.2-mini vs LLaDA2.2-flash](/compare/llada2-2-flash-vs-llada2-2-mini)
- [LFM2.5-8B-A1B vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-lfm2-5-8b-a1b)
- [LLaDA2.2-mini vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-llada2-2-mini)

## Explore More

- [LFM2.5-8B-A1B profile](/models/lfm2-5-8b-a1b)
- [LLaDA2.2-mini profile](/models/llada2-2-mini)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)