Model overview
**LLaDA2.2-mini** is the lightweight variant of the agentic diffusion language model in the LLaDA2 series. Built upon the LLaDA2.0-mini architecture, it inherits the core innovations of the LLaDA2.2 series — **Levenshtein Editing** (introducing `DELETE` and `INSERT` control tokens) — enabling long-context tool calling, multi-turn interaction, and robust error correction, while maintaining a smaller parameter footprint and lower inference cost. For more details, please refer to our technical report. The following table compares **LLaDA2.0-mini**, **LLaDA2.1-mini**, and **LLaDA2.2-mini** across General and Agentic capabilities. General Function Calling BFCL v4 25.05 28.44 47.68 BFCL v3 70.72 72.06 69.02 Math AIME 2026 37.71 40.37 35.05 OlympiadBench 67.70 64.30 61.11 Coding LiveCodeBench v6 27.70 28.80 28.14 MultiPL-E 67.46 64.16 65.26 Instruction Following IFBench 32.33 31.60 24.93 Multi-IF 60.58 58.43 57.03 Reasoning KOR-Bench 49.92 46.64 43.60 Knowledge GPQA-Diamond 47.76 48.36 44.41 Long Context LongBench v2 15.51 12.13 34.99 General Average 45.68 45.03 46.47 Agentic Agent τ²-Bench - - 57.50 Claw-Eval - - 57.16 PinchBench - - 62.33 Agentic Average - - 59.00
Key features
特点摘要待依据来源补齐，不凭模型名称推断能力。
Limitations & considerations
Sources are insufficient to establish specific limitations. Verify task performance, latency, data policies, licensing and version lifecycle.
Source prices & cost analysis
Prices vary by channel, region and configuration. Channel quotes are listed independently and are not treated as a single official provider price.
| Source / channel | Input | Output | Billing unit | Collected at |
|---|---|---|---|---|
| No verified prices yet. Check the source channel. | ||||
Estimate monthly base token costs
Estimates exclude cache discounts, tiered pricing, multimodal surcharges, web search, taxes and additional reasoning output.
Public benchmarks & run configuration
暂无已采集的可核验公开评分。模型未上榜不代表能力较低。
View full indexed rankings →Frequently asked questions
Do open weights permit free commercial use?
Not necessarily. Check the version license, commercial conditions and usage policies. Self-hosting incurs compute and maintenance costs.
Are these real-time billing prices?
These are timestamped source snapshots, not live billing prices. Check the channel for current versions, regions, discounts and billing methods.
Sources & traceability
许可证：apache-2.0。模型介绍与第三方评测均以原来源的具体版本和方法为准。