On the headline score, Google's Gemini 3.8 Flash (High) and Thinking Machines's Inkling 2 Small are almost level. Cost is where they split the most, with Inkling 2 Small working out at about 32% of Gemini 3.8 Flash High's blended rate. All numbers are the catalogue's recorded values; nobody ran either model by hand for this page.
Token pricing and a sample bill
Gemini 3.8 Flash High lists $0.75 per million input tokens and $3.75 per million output tokens; Inkling 2 Small lists $0.30 and $1.00. That makes Inkling 2 Small's output 73% cheaper.
A reference job of 1 million input tokens and 200,000 output tokens costs $1.50 with Gemini 3.8 Flash High and $0.50 with Inkling 2 Small, so Inkling 2 Small saves $1.00. Scale it up to an agent that reads 50 million tokens and writes 5 million in a month and the bill is $56.25 for Gemini 3.8 Flash High against $20.00 for Inkling 2 Small.
Generation gap
Inkling 2 Small arrived on November 5, 2026, about 2 months after Gemini 3.8 Flash High (September 2, 2026).
Inkling 2 Small is the faster writer
Measured output speed is 121 tokens per second for Gemini 3.8 Flash High and 139 tokens per second for Inkling 2 Small. Inkling 2 Small is ahead by 15% on throughput. The wait for the first token averages 27 seconds on Gemini 3.8 Flash High against 2.2 seconds on Inkling 2 Small. Gemini 3.8 Flash High waits 12 times as long before its first token.
Put together, a 400-token answer would take about 31 seconds from Gemini 3.8 Flash High and 5.1 seconds from Inkling 2 Small, counting the first-token wait.
Benchmark scores
The intelligence index has them at 30.8 and 30.6, Gemini 3.8 Flash High first. On an aggregate like this, under a point is effectively level.
Across the 109 active models with an intelligence score in the catalogue, Gemini 3.8 Flash High ranks 50th and Inkling 2 Small ranks 52nd.
Neither model has a separate coding or math index recorded yet, so those narrower comparisons will have to wait for more data.
Score per dollar
Per point of intelligence index, Gemini 3.8 Flash High costs $0.049 of blended price per million tokens and Inkling 2 Small $0.016. With scores this close, Inkling 2 Small is simply the cheaper way to buy the same capability.

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