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Benchmark suiteLatest source data: Jun 10, 2026Checked: June 14, 2026

Qwen2.5 Coder 32b Instruct.

A model-level benchmark profile for Qwen2.5 Coder 32b Instruct, combining Arena category ranks, suite indexes, commercial price and speed data, SWE-bench status, and lab context.

Alibaba lab page

Lab

Alibaba

Open weights

Coverage

22%

2 of 9 tracked signals

Best Arena rank

#261

Text Arena

Best suite

#128

Coding / 0

OverviewFull public trackerValuePerformance for the moneyCodingCode and SWE-bench signalsAgentsTool and workflow readinessReasoningKnowledge and reasoning signalsContextDocument and retrieval signalsLabsProvider comparisons

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

Qwen2.5 Coder 32b Instruct is strongest on coding.

22% coverage

Its best composite result is rank #128 in the coding view, with a 0 coding index. The strongest raw Arena signal is Text Arena at rank #261 with 5,432 public votes.

Best current lane

Coding

#128 / 0 coding index

Strongest raw signal

Text

#261, 1270 score

Commercial posture

Not listed

Not listed first token / Not listed

Coverage gaps

WebDev ArenaVision ArenaSearch ArenaDocument ArenaBlended priceLatencyOutput speed

Profile completeness

2 of 9 signals matched

22%

Arena categories

1/5

Text

Commercial match

Live

Qwen2.5 Coder Instruct 32B

SWE-bench

#48

bash-only

Raw identifier

qwen2.5-coder-32b-instruct

Open weights

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

1,270#261

1262-1278 CI

5,432 votes

Jun 10, 2026

Arena public leaderboard dataset

WebDev Arena

Arena category

Not listed

No confident public Arena row for this category.

Coverage gap

Vision Arena

Arena category

Not listed

No confident public Arena row for this category.

Coverage gap

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

9%#48

bash-only

Qwen2.5-Coder-32B-Instruct

Aug 3, 2025

SWE-bench Verified

Cost and speed

Commercial profile

Price, latency, and throughput are only shown when a confident commercial source row is matched.

Blended price

Not listed

USD / 1M tokens

Input price

Not listed

USD / 1M input tokens

Output price

Not listed

USD / 1M output tokens

Latency

Not listed

Median time to first token

Output speed

Not listed

Median generation speed

Matched source row

Qwen2.5 Coder Instruct 32B

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

Not listed

Not enough matched source rows for this composite view.

Coding

Code Arena, SWE-bench, and output speed

#1280

coding index

Code ArenaNot listed
SWE-bench rank #489%
output speedNot listed

Agents

Search, documents, code, and latency

Not listed

Not enough matched source rows for this composite view.

Reasoning

Text, documents, vision, and mode signal

#23355

reasoning proxy

Text Arena rank #2611,270
Docs ArenaNot listed
Vision ArenaNot listed

Long context

Document, search, and text benchmark proxy

#25855

context proxy

Docs ArenaNot listed
Search ArenaNot listed
Text Arena rank #2611,270

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.

Full lab

Qwen3.7 Max 20260517

qwen3.7-max-20260517

Proprietary

Best rank

#8

Coverage

11%

Qwen3.7 Max Preview

qwen3.7-max-preview

Proprietary

Best rank

#16

Coverage

44%

Qwen3.6 Max Preview

qwen3.6-max-preview

Proprietary

Best rank

#17

Coverage

56%

Qwen3.7 Plus Preview

qwen3.7-plus-preview

Proprietary

Best rank

#20

Coverage

44%

Qwen3.6 Plus

qwen3.6-plus

Proprietary

Best rank

#21

Coverage

56%

Qwen3.5 397b A17B

qwen3.5-397b-a17b

Open weights

Best rank

#27

Coverage

67%

Qwen3.5 Max Preview

qwen3.5-max-preview

Proprietary

Best rank

#30

Coverage

11%

Qwen3.5 122b A10B

qwen3.5-122b-a10b

Open weights

Best rank

#42

Coverage

67%