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ModelCap

Qwen3.8 Flash Next REAP320 oQ3e fp16 DWQ MTP Vision MTPLX

Community derivative · unrankedNewRestricted license

Litwein

Qwen3.8 Flash Next REAP320 oQ3e fp16 DWQ MTP Vision MTPLX is a language model from Litwein. It is listed for discovery and is not ranked as a separate model. Its weights are downloadable under a use-restricted licence.

Figures as of 23 Sept 2026, 20:40 UTC · download the public dataset · methodology

ModelCap Index
No Index position
This release is visible for discovery, not ranked as a peer model
Market Gravity
12.4
Secondary market signal

OpenRouter endpoint status could not be refreshed. This model is not treated as currently served until a successful observation arrives.

Input
Unlisted
no listed API price
Output
Unlisted
no listed API price
Context
tokens
Providers
0
endpoints

Providers

Uptime measured over the last 30 minutes

Current provider status is unavailable.

Deployment readiness

Metadata index
50.9
partial · 56% metadata coverage
Not capability
Artifact reproducibility
100.0
Access & legal clarity
92.5
Deployability
8.0
Evaluation provenance
0.0

Not yet published: a current serving provider, measured provider uptime, published provider pricing, declared context and output limits, admitted benchmark results, results across several capability areas, results from more than one source, a confident match to its benchmark entries, pinned evaluation dataset versions.

A metadata completeness and deployability index—not a safety certification, quality grade, or production-readiness claim.

Market activity

Venue coverage
Market Gravity
12.4
OpenRouter weekly popularity
Not listed

Market Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.

Market Gravity breakdown

Usage55%
0.0

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
0.0

Independent providers versus the model's open or closed cohort, weighted by uptime.

Open reach15%
50.0

Hugging Face 30-day downloads for open models; neutral for closed models.

Freshness5%
97.8

Time since first public availability, on a six-month half-life.

Specification

Model ID
Litwein/Qwen3.8-Flash-Next-REAP320-oQ3e-fp16-DWQ-MTP-Vision-MTPLX
Inputs
Text, Image
Outputs
Text
Cached input tokens
Not offered
First seen on OpenRouter
17 Sept 2026

Capabilities

  • Not supported: Reasoning
  • Not supported: Tool use
  • Not supported: Structured output
  • Not supported: Response format
  • Not supported: Moderated

Weights & access

Restricted license. Downloadable weights use a model-specific or use-restricted license. Review the linked license before use, redistribution, or commercial deployment.

Access
Restricted license
Pinned revision
0bb3ca69790f
Parameters
80.9B
Architecture
Qwen4ExpForConditionalGeneration
Model type
qwen4_exp
Hugging Face downloads (30d)
558
Downloads (all time)
558
Likes
2
Repository updated
18 Sept 2026, 05:23 UTC