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Kimi K3

Kimi K3 is a model from Moonshot AI, run through Amazon Bedrock. It places 1= of 14 on the Hurdle Index, and clears the 90% bar on pay-gap reasoning.

Lab
Moonshot AI
Called as
us.moonshotai.kimi-k3
Price, per million tokens
$3.3 in, $16.5 out
Tokens per task
1,015 read, 19,513 written
Output limit
32,000 tokens
Run
23 October 2026, 120 attempts

Hurdle Index

98.7%96.7% to 100.0%. Place 1= of 14.

Cost per task

$0.32514th cheapest of 14. List price of the tokens used.

Time per task

130 s13th fastest of 14. Wall-clock time of each call.

On each benchmark

BenchmarkMean, 95% intervalPlaceEvery runBest of 3Cost per taskCut offBar
Pay-gap reasoning98.7% 96.7% to 100.0%1= of 1496.1%100.0%$0.325noneClears

Every attempt

Pay-gap reasoning: 40 tasks, three attempts each, one cell per attempt. White is a perfect answer, black is none of it right.

Attempt 1
Attempt 2
Attempt 3

Where it misses

The share of each kind of rubric line it got wrong, across every attempt.

Who is in scope0.8%
Mean hourly gap1.7%
Median hourly gap0.8%
Variable pay1.7%
Quartile pay bands1.7%
Gaps by category1.2%
Joint assessment trigger0.8%

Next to it on the index

Is it right for your job?

A public benchmark says how it does on someone else’s work. Hurdle builds one from yours.

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