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

Gemma 4 31b.

A model-level benchmark profile for Gemma 4 31b, combining Arena category ranks, suite indexes, commercial price and speed data, SWE-bench status, and lab context.

Google lab page

Lab

Google

Open weights

Coverage

78%

7 of 9 tracked signals

Best Arena rank

#21

Document Arena

Best suite

#37

Value / 63

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

Gemma 4 31b is strongest on value.

78% coverage

Its best composite result is rank #37 in the value view, with a 63 value index. The strongest raw Arena signal is Document Arena at rank #21 with 10,132 public votes.

Best current lane

Value

#37 / 63 value index

Strongest raw signal

Docs

#21, 1447 score

Commercial posture

$0.205

0.94s first token / 51 tok/s

Coverage gaps

Search ArenaSWE-bench

Profile completeness

7 of 9 signals matched

78%

Arena categories

4/5

Docs, Vision, Text, Code

Commercial match

Live

Gemma 4 31B (Non-reasoning)

SWE-bench

Not listed

No confident software benchmark row

Raw identifier

gemma-4-31b

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

1,451#50

1444-1459 CI

5,879 votes

Jul 16, 2026

Arena public leaderboard dataset

WebDev Arena

Arena category

1,367#62

1359-1375 CI

6,476 votes

Jul 16, 2026

Arena public leaderboard dataset

Vision Arena

Arena category

1,255#26

1249-1262 CI

31,087 votes

Jul 12, 2026

Arena public leaderboard dataset

Search Arena

Arena category

Not listed

No confident public Arena row for this category.

Coverage gap

Document Arena

Arena category

1,447#21

1438-1455 CI

10,132 votes

Jul 12, 2026

Arena public leaderboard dataset

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

$0.205

USD / 1M tokens

Input price

$0.140

USD / 1M input tokens

Output price

$0.400

USD / 1M output tokens

Latency

0.94s

Median time to first token

Output speed

51 tok/s

Median generation speed

Matched source row

Gemma 4 31B (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

#3763

value index

blended / 1M tokens$0.205

time to first token0.94s

output speed51 tok/s

Coding

Code Arena, SWE-bench, and output speed

#7339

coding index

Code Arena rank #621,367