QwQ 32B is a language model from Qwen. It ranks #190 of 352 on ModelCap's current board, with an Index score of 36.8, measured on 2 public benchmarks. Its score range of 31.8–41.8 spans positions #154–#227. Its weights are openly downloadable.
OpenRouter endpoint status could not be refreshed. This model is not treated as currently served until a successful observation arrives.
Input
Self-hosted
weights only · no listed API price
Output
Self-hosted
weights only · no listed API price
Context
—
tokens
Providers
0
endpoints
Providers
Uptime measured over the last 30 minutes
Current provider status is unavailable.
Reported evaluation leads (3)
Not independent measurement
Structured rows reported in this exact model repository at the pinned revision below. They are the publisher talking about itself: never measured evidence, never a score input on their own. They remain quarantined until dataset revision, harness, configuration and identity pass ModelCap’s independent admission review.
Bayesian Evidence Score · measured evidence input only
BES normalizes admitted public benchmark evidence for measured Index rows. Its legacy score and observables prior do not define the public language rank.
Observed capability
36.8
Evidence status
confirmed · 77% mass
General preference
36.7
Coding
37.9
Agents & tools
—
Reasoning
—
Evidence breadth
92%
Evidence coverage
63%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
—
Liquidity (providers × uptime)
—
Open reach (HF downloads)
82.4
Surface (context / tools / modalities)
0.0
Freshness
9.8
· HF 30d downloads 32104
· Catalogue surface
· First seen 2025-03-05
These adoption and deployment observations remain context only. They do not change this model's ModelCap Index score or rank.
The bounded 0–100 capability score blends each source’s competitive placement with its published achievement, then combines capability families. Evidence breadth adds a modest uncertainty adjustment; price and popularity are not part of benchmark-led rank.
Not yet published: a current serving provider, measured provider uptime, published provider pricing, declared context and output limits, pinned evaluation dataset versions.
A metadata completeness and deployability index—not a safety certification, quality grade, or production-readiness claim.
Market Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.
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%
82.4
Hugging Face 30-day downloads for open models; neutral for closed models.
Freshness5%
9.8
Time since first public availability, on a six-month half-life.
Specification
Model ID
Qwen/QwQ-32B
Declared output cap
Unknown
OpenRouter catalogue or provider-endpoint declaration. Limits can vary by provider and prompt length; a model-wide maximum has not been independently verified. OpenRouter metadata
Inputs
Text
Outputs
Text
Cached input tokens
Not offered
First seen on OpenRouter
5 Mar 2025
Capabilities
Not supported: Reasoning
Not supported: Tool use
Not supported: Structured output
Not supported: Response format
Not supported: Moderated
Weights & access
Open weights. Downloadable weights are published under an OSI or free-culture license in the current repository metadata. This describes weight availability, not whether the full training stack qualifies as Open Source AI.
QwQ 32B holds ModelCap Index position #190 of 352 ranked language models as of 6 November 2026, with an Index score of 36.8 (interval 31.8–41.8); evidence: measured. The Index combines public benchmark boards with published uncertainty; the methodology page explains the weighting.
How much does QwQ 32B cost per 1M tokens?
No live API price is listed for QwQ 32B in the current snapshot as of 6 November 2026 because the latest endpoint refresh was unavailable. ModelCap shows a price only when a provider currently lists one.
Is QwQ 32B open-weight?
Open weights (apache-2.0). Downloadable weights are published under an OSI or free-culture license in the current repository metadata. This describes weight availability, not whether the full training stack qualifies as Open Source AI. The repository is Qwen/QwQ-32B on Hugging Face.
Which benchmarks has QwQ 32B been evaluated on?
QwQ 32B has published results on 2 public boards tracked by ModelCap as of 6 November 2026: Arena text 1336 (#244 of 419) and Arena coding 1383 (#236 of 414). Each board page ranks every tracked model on that benchmark. The ModelCap Index scores the results its methodology admits, with published uncertainty, and shows reference boards without scoring them.
How does QwQ 32B compare with Qwen1.5 72B Chat?
QwQ 32B ranks #190 (Index 36.8) and Qwen1.5 72B Chat ranks #299 (Index 15.5) on the ModelCap Index as of 6 November 2026. The head-to-head page lines up their benchmarks, listed prices, context windows and provider counts side by side.
When was QwQ 32B released?
QwQ 32B first appeared in the catalogue on 5 Mar 2025. It is the current version in its family. Rank and price movements since then are recorded on the site's changes feed.