Benchmark suiteLatest source data: Sep 1, 2026Checked: September 2, 2026

Alibaba benchmarks.

A lab-level profile for Alibaba, covering tracked models, category leaders, open/proprietary mix, speed, value, source coverage, and portfolio depth.

All labs

Lab rank

#6

By available Arena average

Models tracked

17

6 open-weight models

Portfolio coverage

35%

Average matched benchmark signals

Fastest model

0.99s

Qwen3.5 122b A10B

Lab profile

Portfolio shape, leaders, and model coverage.

The lab page now starts with the portfolio read, then drills into category leaders, value rankings, and model-level coverage rather than repeating source panels.

Portfolio read

Alibaba has 17 tracked benchmark profiles.

Lab #6

The portfolio combines 11 proprietary models and 6 open-weight models. Its average available Arena rank is 49.3, with a best category rank of #1. Average profile coverage is 35%, so model-level gaps remain visible in the cards below.

Best Arena model

Qwen3.8 Max 0902

Best category rank #1

Highest coverage

Qwen3.8 Max

67% matched signals

Fastest response

Qwen3.5 122b A10B

0.99s first token

Access mix

Open versus proprietary

Proprietary

11 / 65%

Open weights

6 / 35%

Value leader

Qwen3.8 Flash Next

Category leaders

Best model by benchmark lens.

Each card shows the highest-ranked model from this lab in a composite benchmark suite, with the global rank and index left intact.

Value

Quality, price, latency, and speed

Qwen3.8 Flash Next

#281

value index

Coding

Code Arena, SWE-bench, and output speed

Qwen3.8 Max 0902

#1100

coding index

Agents

Search, document, code, and latency

Qwen3.8 Max 0902

#1100

agent proxy

Reasoning

Text, document, vision, and mode signals

Qwen3.8 Max

#1675

reasoning proxy

Context

Document, search, and text proxy

Qwen3.8 Max

#3765

context proxy

Alibaba value ranking table

Models from this lab with both quality and commercial price matches.

Top 12 of 13

#2
Qwen3.8 Flash Next

qwen3.8-flash-next

AlibabaProprietary
81value index
Price
$0.230blended / 1M tokens
Latency
1.27stime to first token
Speed
84 tok/soutput speed
Quality
81quality signal
ArenaArtificial Analysis
#5
Qwen3.8 Max

qwen3.8-max

AlibabaProprietary
78value index
Price
$3.00blended / 1M tokens
Latency
1.41stime to first token
Speed
40 tok/soutput speed
Quality
83quality signal
ArenaArtificial Analysis
#17
Qwen3.7 Max Preview

qwen3.7-max-preview

AlibabaProprietary
69value index
Price
$3.75blended / 1M tokens
Latency
Not listedtime to first token
Speed
Not listedoutput speed
Quality
59quality signal
ArenaArtificial Analysis
#28
Qwen3.7 Plus

qwen3.7-plus

AlibabaProprietary
64value index
Price
$0.700blended / 1M tokens
Latency
1.42stime to first token
Speed
56 tok/soutput speed
Quality
49quality signal
ArenaArtificial Analysis
#34
Qwen3.8 27b

qwen3.8-27b

AlibabaOpen weights
62value index
Price
$1.13blended / 1M tokens
Latency
1.20stime to first token
Speed
49 tok/soutput speed
Quality
47quality signal
ArenaArtificial Analysis
#36
Qwen3 VL 235b A22B Instruct

qwen3-vl-235b-a22b-instruct

AlibabaOpen weights
60value index
Price
$0.700blended / 1M tokens
Latency
Not listedtime to first token
Speed
Not listedoutput speed
Quality
40quality signal
ArenaArtificial Analysis
#41
Qwen3.6 Max Preview

qwen3.6-max-preview

AlibabaProprietary
59value index
Price
$2.93blended / 1M tokens
Latency
Not listedtime to first token
Speed
Not listedoutput speed
Quality
42quality signal
ArenaArtificial Analysis
#51
Qwen3.5 122b A10B

qwen3.5-122b-a10b

AlibabaOpen weights
56value index
Price
$1.10blended / 1M tokens
Latency
0.99stime to first token
Speed
144 tok/soutput speed
Quality
29quality signal
ArenaArtificial Analysis
#53
Qwen3.5 397b A17B

qwen3.5-397b-a17b

AlibabaOpen weights
55value index
Price
$1.35blended / 1M tokens
Latency
1.66stime to first token
Speed
82 tok/soutput speed
Quality
32quality signal
ArenaArtificial Analysis
#59
Qwen3.6 Plus

qwen3.6-plus

AlibabaProprietary
52value index
Price
$1.13blended / 1M tokens
Latency
Not listedtime to first token
Speed
Not listedoutput speed
Quality
29quality signal
ArenaArtificial Analysis
#61
Qwen3.5 27b

qwen3.5-27b

AlibabaOpen weights
51value index
Price
$0.825blended / 1M tokens
Latency
Not listedtime to first token
Speed
Not listedoutput speed
Quality
26quality signal
ArenaArtificial Analysis
#63
Qwen3 VL 235b A22B Thinking

qwen3-vl-235b-a22b-thinking

AlibabaOpen weights
49value index
Price
$1.30blended / 1M tokens
Latency
Not listedtime to first token
Speed
Not listedoutput speed
Quality
24quality signal
ArenaArtificial Analysis

Model portfolio

Alibaba model coverage map.

Every tracked model keeps its best Arena rank, coverage score, commercial metrics, and suite placement visible in one scannable grid.

Qwen3.8 Max 0902

qwen3.8-max-0902

Proprietary

Coverage

11%

Best Arena

#1

Code

Value

Not listed

No price match

Coding

#1

coding index

Latency

Not listed

Not listed

Not listed

Qwen3.8 Max

qwen3.8-max

Proprietary

Coverage

67%

Best Arena

#3

Vision

Value

#5

value index

Coding

#5

coding index

Latency

1.41s

40 tok/s

$3.00

Qwen3.8 Flash Next

qwen3.8-flash-next

Proprietary

Coverage

44%

Best Arena

#9

Code

Value

#2

value index

Coding

#13

coding index

Latency

1.27s

84 tok/s

$0.230

Qwen3.8 27b

qwen3.8-27b

Open weights

Coverage

67%

Best Arena

#13

Code

Value

#34

value index

Coding

#20

coding index

Latency

1.20s

49 tok/s

$1.13

Qwen3.7 Plus

qwen3.7-plus

Proprietary

Coverage

67%

Best Arena

#26

Docs

Value

#28

value index

Coding

#92

coding index

Latency

1.42s

56 tok/s

$0.700

Qwen3.7 Max Preview

qwen3.7-max-preview

Proprietary

Coverage

22%

Best Arena

#29

Text

Value

#17

value index

Coding

Not listed

No coding index

Latency

Not listed

Not listed

$3.75

Qwen3.7 Max 20260517

qwen3.7-max-20260517

Proprietary

Coverage

11%

Best Arena

#33

Code

Value

Not listed

No price match

Coding

#29

coding index

Latency

Not listed

Not listed

Not listed

Qwen3.6 Max Preview

qwen3.6-max-preview

Proprietary

Coverage

33%

Best Arena

#43

Code

Value

#41

value index

Coding

#43

coding index

Latency

Not listed

Not listed

$2.93

Qwen3.5 397b A17B

qwen3.5-397b-a17b

Open weights

Coverage

67%

Best Arena

#44

Vision

Value

#53

value index

Coding

#70

coding index

Latency

1.66s

82 tok/s

$1.35

Qwen3.5 Max Preview

qwen3.5-max-preview

Proprietary

Coverage

11%

Best Arena

#45

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Qwen3.6 Plus

qwen3.6-plus

Proprietary

Coverage

33%

Best Arena

#49

Code

Value

#59

value index

Coding

#48

coding index

Latency

Not listed

Not listed

$1.13

Qwen3.5 122b A10B

qwen3.5-122b-a10b

Open weights

Coverage

56%

Best Arena

#58

Vision

Value

#51

value index

Coding

#81

coding index

Latency

0.99s

144 tok/s

$1.10

Qwen3.5 27b

qwen3.5-27b

Open weights

Coverage

33%

Best Arena

#61

Vision

Value

#61

value index

Coding

#89

coding index

Latency

Not listed

Not listed

$0.825

Qwen3 VL 235b A22B Instruct

qwen3-vl-235b-a22b-instruct

Open weights

Coverage

22%

Best Arena

#65

Vision

Value

#36

value index

Coding

Not listed

No coding index

Latency

Not listed

Not listed

$0.700

Qwen3 VL 235b A22B Thinking

qwen3-vl-235b-a22b-thinking

Open weights

Coverage

22%

Best Arena

#83

Vision

Value

#63

value index

Coding

Not listed

No coding index

Latency

Not listed

Not listed

$1.30

Qwen VL Max 2025 08 13

qwen-vl-max-2025-08-13

Proprietary

Coverage

11%

Best Arena

#84

Vision

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Qwen3 Max Preview

qwen3-max-preview

Proprietary

Coverage

22%

Best Arena

#90

Text

Value

#80

value index

Coding

Not listed

No coding index

Latency

Not listed

Not listed

$2.40