Benchmark suiteLatest source data: Jul 16, 2026Checked: July 20, 2026

Inkling.

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

Thinky lab page

Lab

Thinky

Open weights

Coverage

33%

3 of 9 tracked signals

Best Arena rank

#38

WebDev Arena

Best suite

#36

Coding / 58

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

Inkling is strongest on coding.

33% coverage

Its best composite result is rank #36 in the coding view, with a 58 coding index. The strongest raw Arena signal is WebDev Arena at rank #38 with 1,506 public votes.

Best current lane

Coding

#36 / 58 coding index

Strongest raw signal

Code

#38, 1434 score

Commercial posture

$2.57

Not listed first token / Not listed

Coverage gaps

Vision ArenaSearch ArenaDocument ArenaLatencyOutput speedSWE-bench

Profile completeness

3 of 9 signals matched

33%

Arena categories

2/5

Code, Text

Commercial match

Live

Inkling (xhigh)

SWE-bench

Not listed

No confident software benchmark row

Raw identifier

inkling

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

1,447#59

1433-1461 CI

1,797 votes

Jul 16, 2026

Arena public leaderboard dataset

WebDev Arena

Arena category

1,434#38

1419-1450 CI

1,506 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

$2.57

USD / 1M tokens

Input price

$1.87

USD / 1M input tokens

Output price

$4.68

USD / 1M output tokens

Latency

Not listed

Median time to first token

Output speed

Not listed

Median generation speed

Matched source row

Inkling (xhigh)

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

#4561

value index

blended / 1M tokens$2.57

time to first tokenNot listed

output speedNot listed

Coding

Code Arena, SWE-bench, and output speed

#3658

coding index

Code Arena rank #381,434