Model overview
Qwen3.8-Flash-Next is a 125B mixture-of-experts model, the kind that normally needs a workstation full of GPUs. Gyro-Coder brings it to a single RTX 3090, 4090 or 7900 XTX: 19.9 GiB of GPU memory. **New: Gyro-Coder-L for 32 GB cards.** The same experts at about 3.2 bits per weight: 27.5 GiB of GPU memory, and closer to the full model than Gyro-Coder on every set we measure. On C++ it is closer than Gyro-M, which keeps all 512 experts. **Updated 2026-10-29: Gyro-Coder-L v1.2** (`Qwen3.8-Flash-Next-Gyro-Coder-L-TQ3_0.gguf`, same name and size). Thanks to a detailed community report, three experts that matter for tool calls and symbols are back in the expert set, in place of three that did less. Tool calls no longer break under sampling: across 100 `<parameter=` sites in real agent sessions, v1.0 wrote a broken tag at 4 and v1.2 at none. Roman numerals are fixed too, and KLD is unchanged on every set. v1.2 replaces both v1.0 and the v1.1 preview.
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：other。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。