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Qwen3 32B

Qwen3 32B is a model from Alibaba, run through Amazon Bedrock. It places 10= of 14 on the Hurdle Index, and falls below the 90% bar on pay-gap reasoning.

Lab
Alibaba
Called as
qwen.qwen3-32b-v1:0
Price, per million tokens
$0.15 in, $0.3 out
Tokens per task
1,893 read, 709 written
Output limit
32,000 tokens
Run
23 October 2026, 120 attempts

Hurdle Index

3.7%2.5% to 5.2%. Place 10= of 14.

Cost per task

$0.00052nd cheapest of 14. List price of the tokens used.

Time per task

5 s4th fastest of 14. Wall-clock time of each call.

On each benchmark

BenchmarkMean, 95% intervalPlaceEvery runBest of 3Cost per taskCut offBar
Pay-gap reasoning3.7% 2.5% to 5.2%10= of 140.4%9.0%$0.0005noneBelow

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 scope81.7%
Mean hourly gap100.0%
Median hourly gap100.0%
Variable pay99.4%
Quartile pay bands100.0%
Gaps by category98.6%
Joint assessment trigger91.7%

Next to it on the index

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