Qwen3 VL 235b A22B Thinking.
A model-level benchmark profile for Qwen3 VL 235b A22B Thinking, combining Arena category ranks, suite indexes, commercial price and speed data, SWE-bench status, and lab context.
Lab
Alibaba
Open weights
Coverage
44%
4 of 9 tracked signals
Best Arena rank
#65
Vision Arena
Best suite
#9
Agents / 99
Model profile
Benchmark signal map.
This view treats missing values as coverage gaps, then puts every available score, rank, cost, and speed signal into the same visual hierarchy.
Analyst view
Qwen3 VL 235b A22B Thinking is strongest on agents.
Its best composite result is rank #9 in the agents view, with a 99 agent proxy. The strongest raw Arena signal is Vision Arena at rank #65 with 2,362 public votes.
Best current lane
Agents
#9 / 99 agent proxy
Strongest raw signal
Vision
#65, 1190 score
Commercial posture
$2.63
1.23s first token / 59 tok/s
Coverage gaps
Profile completeness
4 of 9 signals matched
Arena categories
1/5
Vision
Commercial match
Live
Qwen3 VL 235B A22B (Reasoning)
SWE-bench
Not listed
No confident software benchmark row
Raw identifier
qwen3-vl-235b-a22b-thinking
Performance cockpit
Public benchmark scores
Arena rows show score, public rank, confidence interval, vote count, and publish date. Missing rows stay visible as coverage gaps.
Text Arena
Arena category
Not listed
No confident public Arena row for this category.
Coverage gap
WebDev Arena
Arena category
Not listed
No confident public Arena row for this category.
Coverage gap
Vision Arena
Arena category
1178-1203 CI
Search Arena
Arena category
Not listed
No confident public Arena row for this category.
Coverage gap
Document Arena
Arena category
Not listed
No confident public Arena row for this category.
Coverage gap
SWE-bench Verified
Software issue resolution
Not listed
No confident SWE-bench row matched to this model.
Coverage gap
Cost and speed
Commercial profile
Price, latency, and throughput are only shown when a confident commercial source row is matched.
Blended price
$2.63
USD / 1M tokens
Input price
$0.700
USD / 1M input tokens
Output price
$8.40
USD / 1M output tokens
Latency
1.23s
Median time to first token
Output speed
59 tok/s
Median generation speed
Matched source row
Qwen3 VL 235B A22B (Reasoning)Suite position
Composite ranks by benchmark lens.
These views combine available public signals into purpose-specific indexes. A missing card means the model lacks enough source coverage for that lens.
Value
Quality, price, latency, and output speed
value index
Coding
Code Arena, SWE-bench, and output speed
coding index
Agents
Search, documents, code, and latency
agent proxy
Reasoning
Text, documents, vision, and mode signal
reasoning proxy
Long context
Document, search, and text benchmark proxy
Not listed
Not enough matched source rows for this composite view.
Lab context
Nearby Alibaba profiles.
Same-lab models make it easier to see whether this profile is a flagship, value play, specialist, or lower-coverage row.
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