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ModelCap

Qwen3 235B A22B

Arena #195Official publisher releaseOpen weights6.9d #108 → #110

Qwen·#110 of 352 on the current board

Qwen3 235B A22B is a language model from Qwen. It ranks #110 of 352 on ModelCap's current board, with an Index score of 53.4, measured on 2 public benchmarks. Its score range of 48.5–58.3 spans positions #89–#138. It reads up to 131K tokens of context, and its weights are openly downloadable.

Figures as of 6 Nov 2026, 20:49 UTC · download the public dataset · methodology

ModelCap Index · Current board
53.4#110
Measured on 2 public benchmarks · range 48.5–58.3
Evidence as of 28 Oct 2026, 00:00 UTC
Market Gravity
14.5
Secondary market signal
Input
Self-hosted
weights only · no listed API price
Output
Self-hosted
weights only · no listed API price
Context
131K
tokens
Providers
0
endpoints

Providers

Uptime measured over the last 30 minutes

No provider is currently serving this model.

Reasoning efforts

Best supported result can inform ModelCap

Published Max, X-High, High and other configurations for this model. These are sourced scores, not head-to-head essays.

Related community configurations

Human preference rating
ConfigurationRatingSource rankVotesSource
Non-thinking
Qwen3-235B-A22B (Non-Thinking)
1402
CI 1398–1407
#16237KLMArena
Match 100%

Reported evaluation leads (2)

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.

Dataset / taskMetricValueRevisionProvenance
ScaleAI/SWE-bench_Pro
SWE_Bench_Pro
—21.41
Unpinned
not published
Reported
Quarantined
TIGER-Lab/MMLU-Pro
mmlu_pro
—68.18
Unpinned
not published
Reported
Quarantined

ModelCap Index · Current board

Methodology
53.4
Measured on 2 public benchmarks
Current board
#110 of 352
Score range
48.5–58.3
Rank range
#89–#138
Evidence as of
28 Oct 2026, 00:00 UTC
Benchmarks used
Arena Coding, Arena Overall
Technical details
Public rank basis
Measured (measured)
Evidence label
Measured · 2 public benchmark observations across 2 boards
Index support
63.2% · strong
Identity binding
Exact catalogue product · qwen/qwen/qwen3-235b-a22b · aggregates disclosed benchmark configurations · endpoint configuration not claimed · artifact metadata Qwen/Qwen3-235B-A22B@8efa61729e24bd65b1d152b5ab5409052aa80e65 (not the evaluation revision)
Index observations used
2
Qualified Index evidence point
53.4
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
53.4
Evidence status
confirmed · 77% mass
General preference
53.7
Coding
51.2
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)
92.4
Surface (context / tools / modalities)
70.2
Freshness
12.0
  • · HF 30d downloads 295566
  • · Catalogue: context 131072, reasoning, tools
  • · First seen 2025-04-28

These adoption and deployment observations remain context only. They do not change this model's ModelCap Index score or rank.

BES evidence selected · measured input only

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.

Deployment readiness

Metadata index
66.7
partial · 74% metadata coverage
Not capability
Artifact reproducibility
85.0
Access & legal clarity
100.0
Deployability
35.0
Evaluation provenance
53.4

Not yet published: the base model it derives from, a current serving provider, measured provider uptime, published provider pricing, 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
14.5
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.

Arena preference

Status
Ranked
Source
LMArena
Official rank
#195 of 419
Rating
1374.9
95% confidence interval
1370–1380
Votes
26K
Source published at
28 Oct 2026, 00:00 UTC
Category
overall
Identity match confidence
100%

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%
92.4

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

Freshness5%
12.0

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

Specification

Model ID
qwen/qwen3-235b-a22b
Context window
131K tokens
Declared output cap
8K tokens

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
Tokenizer
Qwen3
Cached input tokens
Not offered
First seen on OpenRouter
28 Apr 2025
Knowledge cutoff
2025-03-31

Capabilities

  • Supported: Reasoning
  • Supported: Tool use
  • Not supported: Structured output
  • 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.

Access
Open weights
Licence
apache-2.0
Pinned revision
8efa61729e24
Parameters
235.1B
Architecture
Qwen3MoeForCausalLM
Model type
qwen3_moe
Hugging Face downloads (30d)
296K
Downloads (all time)
7.6M
Likes
1K
Repository updated
26 Jul 2025, 03:45 UTC

Compare Qwen3 235B A22B with

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Benchmark leaderboards featuring Qwen3 235B A22B

All leaderboards
Public benchmark boards on which Qwen3 235B A22B has a published result
LeaderboardScoreSource rankConfigurationPublished
Arena text leaderboardArena (LMArena)14021398–1407#162 of 419Non-thinking28 Oct 2026
Arena coding leaderboardArena (LMArena)14441437–1452#166 of 414Non-thinking28 Oct 2026

Alternatives to Qwen3 235B A22B, by the numbers

Ranked neighbours

Models within 3 places of #110 on the ModelCap Index.

Other ranked Qwen models

The same publisher's other current models with a public Index position.

Qwen3 235B A22B: common questions

How does Qwen3 235B A22B rank among AI models?

Qwen3 235B A22B holds ModelCap Index position #110 of 352 ranked language models as of 6 November 2026, with an Index score of 53.4 (interval 48.5–58.3); evidence: measured. The Index combines public benchmark boards with published uncertainty; the methodology page explains the weighting.

How much does Qwen3 235B A22B cost per 1M tokens?

No live API price is listed for Qwen3 235B A22B in the current snapshot as of 6 November 2026 because no serving endpoint is published. ModelCap shows a price only when a provider currently lists one.

What is the context window of Qwen3 235B A22B?

Qwen3 235B A22B has a published context window of 131K tokens (131,072). The snapshot lists a 8,192 token catalogue-declared route output cap. OpenRouter catalogue or provider-endpoint declaration. Limits can vary by provider and prompt length; a model-wide maximum has not been independently verified. The providers table lists each endpoint's context limit.

Is Qwen3 235B A22B 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/Qwen3-235B-A22B on Hugging Face.

Which benchmarks has Qwen3 235B A22B been evaluated on?

Qwen3 235B A22B has published results on 2 public boards tracked by ModelCap as of 6 November 2026: Arena text 1402 (#162 of 419) and Arena coding 1444 (#166 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 Qwen3 235B A22B compare with Qwen3 235B A22B Thinking 2507?

Qwen3 235B A22B ranks #110 (Index 53.4) and Qwen3 235B A22B Thinking 2507 ranks #113 (Index 52.8) 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 Qwen3 235B A22B released?

Qwen3 235B A22B first appeared in the catalogue on 28 Apr 2025, with a published knowledge cutoff of 2025-03-31. It is the current version in its family. Rank and price movements since then are recorded on the site's changes feed.