Choose SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF if…
No advantage on the data we track — pick it for provider preference or output quality on your own prompts.
SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF vs Auto Router (Beta)
Auto Router (Beta) comes out ahead on the data we track: 8 advantages and none for SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF.
Key numbers
| Spec | SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF | Auto Router (Beta) |
|---|---|---|
| Provider | Hugging Face | Openrouter |
| Input price (per 1M tokens) | n/a | $-1000000.0000 |
| Output price (per 1M tokens) | n/a | $-1000000.0000 |
| Blended price (3:1 input/output) | n/a | $-1000000.0000 |
| Cheaper than … of all models we track | n/a | 99% |
| Context window | n/a | 2M tokens (~3,000 pages) |
| Larger context than … of all models | n/a | 99% |
| Max output per response | n/a | n/a |
| Input types | text | text, image, audio, file, video |
| Output types | image | text, image |
| Free variant | No | No |
| Listed since | n/a | 2026-07-17 |
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What it costs for real workloads
Monthly cost at list price for five common workloads. Token counts per unit are stated so you can scale them to your own traffic. A workload that does not fit a model's context window is marked rather than priced.
| Workload (per month) | SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF | Auto Router (Beta) | Difference |
|---|---|---|---|
| Customer-support chatbot 50,000 conversations — each a 6-turn conversation (1,500 in / 400 out tokens) | n/a | $-95000000.0000 | — |
| RAG search over documents 20,000 questions — each a question answered from ~8 retrieved passages (6,000 in / 500 out tokens) | n/a | $-130000000.0000 | — |
| Coding / tool-using agent 2,000 tasks — each a multi-step task with tool calls and file context (60,000 in / 6,000 out tokens) | n/a | $-132000000.0000 | — |
| Batch summarisation 10,000 documents — each a 6,000-word report summarised to a page (8,000 in / 600 out tokens) | n/a | $-86000000.0000 | — |
| Long-document analysis 500 documents — each a 150-page contract or codebase read in one pass (100,000 in / 2,000 out tokens) | n/a | $-51000000.0000 | — |
Capabilities side by side
| Capability | SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF | Auto Router (Beta) | What it lets you do |
|---|---|---|---|
| Tool / function calling | — | ✓ Yes | call your APIs and run agent loops |
| Structured output (JSON schema) | — | ✓ Yes | return JSON that validates against your schema |
| Reasoning / thinking mode | ✓ Yes | ✓ Yes | spend extra tokens thinking before answering hard problems |
| Image input | — | ✓ Yes | read screenshots, charts and scanned pages |
| Audio input | — | ✓ Yes | take speech or audio directly |
| File / PDF input | — | ✓ Yes | accept documents without your own parsing step |
| Image output | ✓ Yes | ✓ Yes | generate images, not just text |
| Built-in web search | — | ✓ Yes | answer from live web results |
| Seed (reproducible sampling) | — | ✓ Yes | repeat a generation for tests and evals |
| Log-probabilities | — | ✓ Yes | read token confidence for classification and scoring |
From each model's published parameters and input/output types. “—” means not advertised, not proven absent.
Price history
- Auto Router (Beta): price unchanged since we started tracking it on 2026-08-06.
Which should you choose?
Choose Auto Router (Beta) if…
- you need tool / function calling — to call your APIs and run agent loops; SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF does not advertise it
- you need structured output (JSON schema) — to return JSON that validates against your schema; SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF does not advertise it
- you need image input — to read screenshots, charts and scanned pages; SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF does not advertise it
- you need audio input — to take speech or audio directly; SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF does not advertise it
- you need file / PDF input — to accept documents without your own parsing step; SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF does not advertise it
- you need built-in web search — to answer from live web results; SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF does not advertise it
- you need seed (reproducible sampling) — to repeat a generation for tests and evals; SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF does not advertise it
- you need log-probabilities — to read token confidence for classification and scoring; SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF does not advertise it
Frequently asked questions
Is SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF better than Auto Router (Beta)?
Auto Router (Beta) comes out ahead on the data we track: 8 advantages and none for SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF.
Do SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF and Auto Router (Beta) support function calling and JSON output?
Tool calling — SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF: not advertised, Auto Router (Beta): yes. JSON-schema structured output — SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF: not advertised, Auto Router (Beta): yes.
Can SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF or Auto Router (Beta) read images?
Only Auto Router (Beta) accepts image input; SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF is text-only for input.
Is SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF or Auto Router (Beta) free to use?
No free variant is listed for either; both are pay-per-token.
About the two models
SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF
No description provided yet.
Full SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF specs →Auto Router (Beta)
The experimental version of our Auto Router where we test new improvements. Use it to get the latest and greatest version of our general purpose auto router, but expect beta...
Full Auto Router (Beta) specs →