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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	10.6 µs	1.5 µs	94.7K	649.1K	10.2 µs	33.2 µs	1.2 µs	10.7 µs	1.5 µs	48.1 µs	426.9 ns	1.6 µs	6.9x slower
Benchmark Json Schema	ours	pydantic	9.9 µs	193.1 µs	101.5K	5.2K	9.4 µs	48.0 µs	1.2 µs	9.9 µs	169.0 µs	2.26 ms	76.5 µs	260.0 µs	19.6x faster
Benchmark List Of Dicts	ours	pydantic	251.2 µs	32.9 µs	4.0K	30.4K	243.9 µs	524.4 µs	8.8 µs	260.7 µs	31.6 µs	57.7 µs	2.5 µs	33.4 µs	7.6x slower
Benchmark Nested	ours	pydantic	11.1 µs	2.1 µs	89.7K	468.5K	10.8 µs	52.0 µs	1.3 µs	11.2 µs	2.0 µs	47.3 µs	515.6 ns	2.2 µs	5.2x slower
Benchmark Simple	ours	pydantic	6.2 µs	1.4 µs	161.7K	690.5K	6.0 µs	27.4 µs	849.8 ns	6.2 µs	1.4 µs	19.1 µs	371.9 ns	1.5 µs	4.3x slower

Operation	Variant	Mean	ops/s	Min	Max	StdDev	P95
Benchmark Conversation (Large)	ours	44.79 ms	22.3	44.48 ms	45.19 ms	191.3 µs	45.14 ms
Benchmark Conversation (Medium)	ours	8.93 ms	112.0	8.81 ms	10.60 ms	175.7 µs	8.99 ms
Benchmark Conversation (Small)	ours	612.4 µs	1.6K	597.2 µs	879.1 µs	12.1 µs	623.5 µs
Benchmark Disc Union Flat2000	ours	15.71 ms	63.7	15.55 ms	15.96 ms	75.0 µs	15.85 ms
Benchmark Disc Union Flat50	ours	401.6 µs	2.5K	391.2 µs	471.4 µs	7.7 µs	412.3 µs
Benchmark Disc Union Flat500	ours	3.92 ms	255.0	3.88 ms	4.35 ms	43.4 µs	3.99 ms
Benchmark Tools10	ours	440.3 µs	2.3K	429.5 µs	787.8 µs	11.8 µs	450.1 µs
Benchmark Tools200	ours	16.15 ms	61.9	16.07 ms	16.52 ms	68.4 µs	16.26 ms
Benchmark Tools50	ours	3.29 ms	304.1	3.24 ms	3.55 ms	28.7 µs	3.33 ms

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