Benchmark suiteLatest source data: Jul 16, 2026Checked: July 19, 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

#11

By available Arena average

Models tracked

20

9 open-weight models

Portfolio coverage

38%

Average matched benchmark signals

Fastest model

1.10s

Qwen3 VL 235b A22B Instruct

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 20 tracked benchmark profiles.

Lab #11

The portfolio combines 11 proprietary models and 9 open-weight models. Its average available Arena rank is 56.5, with a best category rank of #17. Average profile coverage is 38%, so model-level gaps remain visible in the cards below.

Best Arena model

Qwen3.7 Max 20260517

Best category rank #17

Highest coverage

Qwen3.7 Plus

67% matched signals

Fastest response

Qwen3 VL 235b A22B Instruct

1.10s first token

Access mix

Open versus proprietary

Proprietary

11 / 55%

Open weights

9 / 45%

Value leader

Qwen3.7 Max Preview

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

Qwen3.7 Max Preview

#1369

value index

Coding

Code Arena, SWE-bench, and output speed

Qwen3.7 Max 20260517

#1272

coding index

Agents

Search, document, code, and latency

Qwen3 VL 235b A22B Instruct

#1099

agent proxy

Reasoning

Text, document, vision, and mode signals

Qwen3.7 Max Preview

#2164

reasoning proxy

Context

Document, search, and text proxy

Qwen3.7 Max Preview

#3564

context proxy

Alibaba value ranking table

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

Top 12 of 13

#13
Qwen3.7 Max Preview

qwen3.7-max-preview

AlibabaProprietary
69value index
Price
$3.75blended / 1M tokens
Latency
1.52stime to first token
Speed
201 tok/soutput speed
Quality
64quality signal
ArenaArtificial Analysis
#22
Qwen3.7 Plus

qwen3.7-plus

AlibabaProprietary
66value index
Price
$0.700blended / 1M tokens
Latency
1.55stime to first token
Speed
53 tok/soutput speed
Quality
54quality signal
ArenaArtificial Analysis
#30
Qwen3.5 122b A10B

qwen3.5-122b-a10b

AlibabaOpen weights
64value index
Price
$1.10blended / 1M tokens
Latency
1.14stime to first token
Speed
141 tok/soutput speed
Quality
50quality signal
ArenaArtificial Analysis
#31
Qwen3.6 Max Preview

qwen3.6-max-preview

AlibabaProprietary
64value index
Price
$2.93blended / 1M tokens
Latency
2.16stime to first token
Speed
35 tok/soutput speed
Quality
56quality signal
ArenaArtificial Analysis
#39
Qwen3.5 27b

qwen3.5-27b

AlibabaOpen weights
62value index
Price
$0.825blended / 1M tokens
Latency
1.34stime to first token
Speed
83 tok/soutput speed
Quality
48quality signal
ArenaArtificial Analysis
#41
Qwen3 VL 235b A22B Instruct

qwen3-vl-235b-a22b-instruct

AlibabaOpen weights
62value index
Price
$1.23blended / 1M tokens
Latency
1.10stime to first token
Speed
52 tok/soutput speed
Quality
48quality signal
ArenaArtificial Analysis
#42
Qwen3.5 397b A17B

qwen3.5-397b-a17b

AlibabaOpen weights
61value index
Price
$1.35blended / 1M tokens
Latency
1.81stime to first token
Speed
60 tok/soutput speed
Quality
47quality signal
ArenaArtificial Analysis
#46
Qwen3.6 Plus

qwen3.6-plus

AlibabaProprietary
60value index
Price
$1.13blended / 1M tokens
Latency
1.62stime to first token
Speed
53 tok/soutput speed
Quality
44quality signal
ArenaArtificial Analysis
#61
Qwen3 VL 235b A22B Thinking

qwen3-vl-235b-a22b-thinking

AlibabaOpen weights
54value index
Price
$2.63blended / 1M tokens
Latency
1.28stime to first token
Speed
61 tok/soutput speed
Quality
35quality signal
ArenaArtificial Analysis
#67
Qwen3.5 35b A3B

qwen3.5-35b-a3b

AlibabaOpen weights
52value index
Price
$0.688blended / 1M tokens
Latency
1.18stime to first token
Speed
142 tok/soutput speed
Quality
27quality signal
ArenaArtificial Analysis
#68
Qwen3 Coder 480b A35B Instruct

qwen3-coder-480b-a35b-instruct

AlibabaOpen weights
52value index
Price
$3.00blended / 1M tokens
Latency
1.63stime to first token
Speed
55 tok/soutput speed
Quality
32quality signal
ArenaArtificial Analysis
#82
Qwen3 Max Preview

qwen3-max-preview

AlibabaProprietary
46value index
Price
$2.40blended / 1M tokens
Latency
1.67stime to first token
Speed
48 tok/soutput speed
Quality
19quality 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.

Qwen3.7 Max 20260517

qwen3.7-max-20260517

Proprietary

Coverage

11%

Best Arena

#17

Code

Value

Not listed

No price match

Coding

#12

coding index

Latency

Not listed

Not listed

Not listed

Qwen3.7 Plus

qwen3.7-plus

Proprietary

Coverage

67%

Best Arena

#18

Docs

Value

#22

value index

Coding

#110

coding index

Latency

1.55s

53 tok/s

$0.700

Qwen3.7 Max Preview

qwen3.7-max-preview

Proprietary

Coverage

44%

Best Arena

#18

Text

Value

#13

value index

Coding

#97

coding index

Latency

1.52s

201 tok/s

$3.75

Qwen3.6 Max Preview

qwen3.6-max-preview

Proprietary

Coverage

56%

Best Arena

#24

Code

Value

#31

value index

Coding

#39

coding index

Latency

2.16s

35 tok/s

$2.93

Qwen3.6 Plus

qwen3.6-plus

Proprietary

Coverage

56%

Best Arena

#28

Code

Value

#46

value index

Coding

#46

coding index

Latency

1.62s

53 tok/s

$1.13

Qwen3.5 397b A17B

qwen3.5-397b-a17b

Open weights

Coverage

67%

Best Arena

#30

Vision

Value

#42

value index

Coding

#66

coding index

Latency

1.81s

60 tok/s

$1.35

Qwen3.5 Max Preview

qwen3.5-max-preview

Proprietary

Coverage

11%

Best Arena

#36

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Qwen3.5 122b A10B

qwen3.5-122b-a10b

Open weights

Coverage

56%

Best Arena

#45

Vision

Value

#30

value index

Coding

#72

coding index

Latency

1.14s

141 tok/s

$1.10

Qwen3.5 27b

qwen3.5-27b

Open weights

Coverage

56%

Best Arena

#49

Vision

Value

#39

value index

Coding

#77

coding index

Latency

1.34s

83 tok/s

$0.825

Qwen3 VL 235b A22B Instruct

qwen3-vl-235b-a22b-instruct

Open weights

Coverage

44%

Best Arena

#53

Vision

Value

#41

value index

Coding

#111

coding index

Latency

1.10s

52 tok/s

$1.23

Qwen3 VL 235b A22B Thinking

qwen3-vl-235b-a22b-thinking

Open weights

Coverage

44%

Best Arena

#67

Vision

Value

#61

value index

Coding

#107

coding index

Latency

1.28s

61 tok/s

$2.63

Qwen VL Max 2025 08 13

qwen-vl-max-2025-08-13

Proprietary

Coverage

11%

Best Arena

#71

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

44%

Best Arena

#76

Text

Value

#82

value index

Coding

#112

coding index

Latency

1.67s

48 tok/s

$2.40

Qwen3 Coder 480b A35B Instruct

qwen3-coder-480b-a35b-instruct

Open weights

Coverage

56%

Best Arena

#81

Code

Value

#68

value index

Coding

#74

coding index

Latency

1.63s

55 tok/s

$3.00SWE #31

Qwen3.5 35b A3B

qwen3.5-35b-a3b

Open weights

Coverage

44%

Best Arena

#85

Code

Value

#67

value index

Coding

#90

coding index

Latency

1.18s

142 tok/s

$0.688

Qwen3.5 Flash

qwen3.5-flash

Proprietary

Coverage

11%

Best Arena

#88

Code

Value

Not listed

No price match

Coding

#87

coding index

Latency

Not listed

Not listed

Not listed

Qwen3 Max 2025 09 23

qwen3-max-2025-09-23

Proprietary

Coverage

11%

Best Arena

#92

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Qwen3 235b A22B Instruct 2507

qwen3-235b-a22b-instruct-2507

Open weights

Coverage

44%

Best Arena

#94

Text

Value

#87

value index

Coding

#109

coding index

Latency

1.16s

59 tok/s

$2.63

Qwen2.5 VL 72b Instruct

qwen2.5-vl-72b-instruct

Proprietary

Coverage

11%

Best Arena

#99

Vision

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Qwen2.5 VL 32b Instruct

qwen2.5-vl-32b-instruct

Open weights

Coverage

11%

Best Arena

#100

Vision

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed