# Agents-A1-4B vs LLaDA2.2-mini

> Side-by-side benchmark comparison for Agents-A1-4B and LLaDA2.2-mini across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/agents-a1-4b-vs-llada2-2-mini
- Last updated: September 10, 2026

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

## Quick Verdict

Treat this as a split decision: use the category and benchmark breakdown to decide which profile better matches your workload.

## Summary

- Agents-A1-4B and LLaDA2.2-mini are tied on overall score, so the decision depends on category fit rather than the headline number.
- The biggest single benchmark swing is IFBench in Instruction Following, with scores of 69.1% and 24.9%.
- Agents-A1-4B also has the larger context window at 262K.

## Model Snapshot

| Property | Agents-A1-4B | LLaDA2.2-mini |
|----------|----------|----------|
| Creator | InternScience | InclusionAI |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 128K |
| Overall Score | null | null |
| Benchmarks Covered | 11 | 9 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Coming soon
- Agents-A1-4B public-lane score: Coming soon
- LLaDA2.2-mini public-lane score: Coming soon

| Benchmark | Agents-A1-4B | LLaDA2.2-mini | Winner |
|-----------|-----------|-----------|--------|
| BrowseComp | 66.8% | Coming soon | Coming soon |
| GAIA | 95.1% | Coming soon | Coming soon |
| MLE-Bench Lite | 22.7% | Coming soon | Coming soon |
| τ²-bench results | 78.2% | 57.5% | Agents-A1-4B |
| VITA-Bench | 40.3% | Coming soon | Coming soon |
| BFCL v4 | Coming soon | 47.7% | Coming soon |
| Claw-Eval | Coming soon | 57.2% | Coming soon |
| PinchBench | Coming soon | 62.3% | Coming soon |

### Coding

- Winner: Coming soon
- Agents-A1-4B public-lane score: Coming soon
- LLaDA2.2-mini public-lane score: Coming soon

| Benchmark | Agents-A1-4B | LLaDA2.2-mini | Winner |
|-----------|-----------|-----------|--------|
| SciCode | 29.6% | Coming soon | Coming soon |
| LiveCodeBench v6 | 59.6% | 28.1% | Agents-A1-4B |

### Reasoning

- Winner: Coming soon
- Agents-A1-4B public-lane score: Coming soon
- LLaDA2.2-mini public-lane score: Coming soon

| Benchmark | Agents-A1-4B | LLaDA2.2-mini | Winner |
|-----------|-----------|-----------|--------|
| LongBench v2 | 52.1% | 35.0% | Agents-A1-4B |

### Knowledge

- Winner: Coming soon
- Agents-A1-4B public-lane score: Coming soon
- LLaDA2.2-mini public-lane score: Coming soon

| Benchmark | Agents-A1-4B | LLaDA2.2-mini | Winner |
|-----------|-----------|-----------|--------|
| FrontierScience Research | 33.3% | Coming soon | Coming soon |
| GPQA-D | Coming soon | 44.4% | Coming soon |

### Instruction Following

- Winner: Coming soon
- Agents-A1-4B public-lane score: Coming soon
- LLaDA2.2-mini public-lane score: Coming soon

| Benchmark | Agents-A1-4B | LLaDA2.2-mini | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 69.1% | 24.9% | Agents-A1-4B |
| IFEval | 94.8% | Coming soon | Coming soon |

### Mathematics

- Winner: Coming soon
- Agents-A1-4B public-lane score: Coming soon
- LLaDA2.2-mini public-lane score: Coming soon

| Benchmark | Agents-A1-4B | LLaDA2.2-mini | Winner |
|-----------|-----------|-----------|--------|
| AIME26 | Coming soon | 35.0% | Coming soon |

## FAQ

### Which is better overall, Agents-A1-4B or LLaDA2.2-mini?

Agents-A1-4B and LLaDA2.2-mini are tied on overall score in the current BenchLM data.

### How many benchmarks does Agents-A1-4B cover on BenchLM?

Agents-A1-4B currently has 11 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

- [Agents-A1-4B vs Agents-A1](/compare/agents-a1-vs-agents-a1-4b)
- [LLaDA2.2-mini vs Agents-A1](/compare/agents-a1-vs-llada2-2-mini)
- [Agents-A1-4B vs Agents-A1-F16-GGUF](/compare/agents-a1-4b-vs-agents-a1-f16-gguf)
- [LLaDA2.2-mini vs Agents-A1-F16-GGUF](/compare/agents-a1-f16-gguf-vs-llada2-2-mini)

## Explore More

- [Agents-A1-4B profile](/models/agents-a1-4b)
- [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)