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Benchmark suiteUpdated May 27, 2026

Inception AI benchmarks.

A lab-level profile for Inception AI, covering tracked models, category leaders, open/proprietary mix, speed, value, source coverage, and portfolio depth.

All labs

Lab rank

#15

By available Arena average

Models tracked

1

0 open-weight models

Portfolio coverage

44%

Average matched benchmark signals

Fastest model

2.36s

Mercury 2

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

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

Inception AI has 1 tracked benchmark profiles.

Lab #15

The portfolio combines 1 proprietary models and 0 open-weight models. Its average available Arena rank is 78, with a best category rank of #78. Average profile coverage is 44%, so model-level gaps remain visible in the cards below.

Best Arena model

Mercury 2

Best category rank #78

Highest coverage

Mercury 2

44% matched signals

Fastest response

Mercury 2

2.36s first token

Access mix

Open versus proprietary

Proprietary

1 / 100%

Open weights

0 / 0%

Value leader

Mercury 2

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

Mercury 2

#5956

value index

Coding

Code Arena, SWE-bench, and output speed

Mercury 2

#7130

coding index

Agents

Search, document, code, and latency

Mercury 2

#10851

agent proxy

Reasoning

Text, document, vision, and mode signals

Not listed

Not enough matched rows for this lab in this suite.

Context

Document, search, and text proxy

Not listed

Not enough matched rows for this lab in this suite.

Inception AI value ranking table

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

Top 1 of 1

RankModelIndexPriceLatencySpeedQualitySources
#59
Mercury 2

mercury-2

Inception AIProprietary
56value index
$0.375blended / 1M tokens
2.36stime to first token
846 tok/soutput speed
16quality signal
ArenaArtificial Analysis
#59
Mercury 2

mercury-2

Inception AIProprietary
56value index
Price
$0.375blended / 1M tokens
Latency
2.36stime to first token
Speed
846 tok/soutput speed
Quality
16quality signal
ArenaArtificial Analysis

Model portfolio

Inception AI model coverage map.

Every tracked model keeps its best Arena rank, coverage score, commercial metrics, and suite placement visible in one scannable grid.

Mercury 2

mercury-2

Proprietary

Coverage

44%

Best Arena

#78

Code

Value

#59

value index

Coding

#71

coding index

Latency

2.36s

846 tok/s

$0.375