Model Comparator

Compare up to four models using the same criteria.

Differences only

✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.

Model Comparator
Metrics	Inkling 2 Small Thinking Machines	Gemini 3.8 Flash (High) Google
Intelligence	30.6	Best: 30.8
Coding	—	76.3
Agentic	—	40.2
Cyber Index	—	25.1%
Speed	90.4 t/s	Best: 112 t/s
TTFT	Best: 3 s	16.9 s
Input · $ / 1M tokens	Best: $0.30	$0.75×2.5 relative to the lowest price among the compared models
Output · $ / 1M tokens	Best: $1	$3.75×3.8 relative to the lowest price among the compared models
Context window	Best: 1.02M	1M
Reasoning	Yes	Yes
Open weights	No	No
Cost / task	Best: $1.18	$7.77×6.6 relative to the lowest price among the compared models

Intelligence

Inkling 2 Small: 30.6
Gemini 3.8 Flash (High): Best: 30.8

Coding

Inkling 2 Small: —
Gemini 3.8 Flash (High): 76.3

Agentic

Inkling 2 Small: —
Gemini 3.8 Flash (High): 40.2

Cyber Index

Inkling 2 Small: —
Gemini 3.8 Flash (High): 25.1%

Speed

Inkling 2 Small: 90.4 t/s
Gemini 3.8 Flash (High): Best: 112 t/s

TTFT

Inkling 2 Small: Best: 3 s
Gemini 3.8 Flash (High): 16.9 s

Input · $ / 1M tokens

Inkling 2 Small: Best: $0.30
Gemini 3.8 Flash (High): $0.75×2.5 relative to the lowest price among the compared models

Output · $ / 1M tokens

Inkling 2 Small: Best: $1
Gemini 3.8 Flash (High): $3.75×3.8 relative to the lowest price among the compared models

Context window

Inkling 2 Small: Best: 1.02M
Gemini 3.8 Flash (High): 1M

Reasoning

Inkling 2 Small: Yes
Gemini 3.8 Flash (High): Yes

Open weights

Inkling 2 Small: No
Gemini 3.8 Flash (High): No

Cost / task

Inkling 2 Small: Best: $1.18
Gemini 3.8 Flash (High): $7.77×6.6 relative to the lowest price among the compared models

Each reasoning level remains a separate configuration.

Score and cost

Each line joins the reasoning levels of a compared model; the large point marks the configuration in the table. The top-right corner holds the best score for the lowest cost. Select another point to compare that level.

Inkling 2 Small30.6 · $1.18
Gemini 3.8 Flash (High)30.8 · $7.77