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

DeepSeek V4 Pro.

A model-level benchmark profile for DeepSeek V4 Pro, combining Arena category ranks, suite indexes, commercial price and speed data, SWE-bench status, and lab context.

DeepSeek lab page

Lab

DeepSeek

Open weights

Coverage

56%

5 of 9 tracked signals

Best Arena rank

#32

WebDev Arena

Best suite

#24

Value / 65

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

DeepSeek V4 Pro is strongest on value.

56% coverage

Its best composite result is rank #24 in the value view, with a 65 value index. The strongest raw Arena signal is WebDev Arena at rank #32 with 9,723 public votes.

Best current lane

Value

#24 / 65 value index

Strongest raw signal

Code

#32, 1447 score

Commercial posture

$0.544

0.93s first token / 61 tok/s

Coverage gaps

Vision ArenaSearch ArenaDocument ArenaSWE-bench

Profile completeness

5 of 9 signals matched

56%

Arena categories

2/5

Code, Text

Commercial match

Live

DeepSeek V4 Pro (Non-reasoning)

SWE-bench

Not listed

No confident software benchmark row

Raw identifier

deepseek-v4-pro

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

1,458#43

1453-1462 CI

43,062 votes

Jul 16, 2026

Arena public leaderboard dataset

WebDev Arena

Arena category

1,447#32

1439-1454 CI

9,723 votes

Jul 16, 2026

Arena public leaderboard dataset

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

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

$0.544

USD / 1M tokens

Input price

$0.435

USD / 1M input tokens

Output price

$0.870

USD / 1M output tokens

Latency

0.93s

Median time to first token

Output speed

61 tok/s

Median generation speed

Matched source row

DeepSeek V4 Pro (Non-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

#2465

value index

blended / 1M tokens$0.544

time to first token0.93s

output speed61 tok/s

Coding

Code Arena, SWE-bench, and output speed

#5350

coding index

Code Arena rank #321,447