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Operation	zerodep	Reference	zd mean	Ref mean	zd ops/s	Ref ops/s	zerodep tail latency				Ref tail latency				Ratio
Operation	zerodep	Reference	zd mean	Ref mean	zd ops/s	Ref ops/s	Min	Max	StdDev	P95	Min	Max	StdDev	P95	Ratio
Benchmark Constrained	ours	pydantic	7.9 µs	1.2 µs	126.3K	822.1K	7.5 µs	21.5 µs	751.7 ns	8.0 µs	1.1 µs	18.9 µs	263.6 ns	1.2 µs	6.5x slower
Benchmark Json Schema	ours	pydantic	7.6 µs	127.7 µs	130.7K	7.8K	7.3 µs	81.6 µs	887.5 ns	7.8 µs	108.3 µs	1.85 ms	92.8 µs	179.9 µs	16.7x faster
Benchmark List Of Dicts	ours	pydantic	182.7 µs	24.9 µs	5.5K	40.2K	176.8 µs	298.5 µs	6.2 µs	190.0 µs	23.7 µs	50.8 µs	1.4 µs	25.4 µs	7.3x slower
Benchmark Nested	ours	pydantic	8.2 µs	1.7 µs	122.6K	591.6K	7.7 µs	76.1 µs	980.1 ns	8.3 µs	1.6 µs	24.6 µs	329.2 ns	1.7 µs	4.8x slower
Benchmark Simple	ours	pydantic	4.7 µs	1.2 µs	214.5K	854.3K	4.4 µs	18.5 µs	564.2 ns	4.7 µs	1.1 µs	48.0 µs	328.3 ns	1.2 µs	4.0x slower

Operation	Variant	Mean	ops/s	Min	Max	StdDev	P95
Benchmark Conversation (Large)	ours	32.54 ms	30.7	32.20 ms	32.79 ms	154.9 µs	32.76 ms
Benchmark Conversation (Medium)	ours	6.50 ms	153.8	6.44 ms	6.66 ms	35.8 µs	6.55 ms
Benchmark Conversation (Small)	ours	450.1 µs	2.2K	440.9 µs	642.9 µs	9.0 µs	456.9 µs
Benchmark Disc Union Flat2000	ours	11.67 ms	85.7	11.50 ms	15.86 ms	466.5 µs	11.79 ms
Benchmark Disc Union Flat50	ours	297.8 µs	3.4K	290.7 µs	369.8 µs	5.3 µs	305.5 µs
Benchmark Disc Union Flat500	ours	2.91 ms	344.2	2.87 ms	3.06 ms	25.2 µs	2.95 ms
Benchmark Tools10	ours	328.2 µs	3.0K	320.8 µs	404.5 µs	6.0 µs	335.3 µs
Benchmark Tools200	ours	11.97 ms	83.5	11.86 ms	12.30 ms	83.3 µs	12.11 ms
Benchmark Tools50	ours	2.45 ms	408.2	2.40 ms	2.58 ms	23.8 µs	2.49 ms

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