# qb4: qm-2 confirmation on seeds 9615104..9615359

All four frozen arms completed all 256 assigned real-engine seeds. qm-2 minus trim-1: **+0.873261120** (SE 0.039622764); minus t03: **+2.272860568** (SE 0.077423323); minus IB: **+3.031685977** (SE 0.081582969). These are local measurements from this run, not figures copied from the input artifacts.

qm-2 recorded **4 OutOfGas, 0 reverts**, with reported Submission afterSwap peak **249,895 gas**. This exceeds the goal's 245,000-gas threshold by **4,895 gas**; it therefore fails the requested peak limit. Its OutOfGas count also fails the zero-OutOfGas requirement. The bytecode size limit is met by all four arms. No strategy source was changed.

Policy credit: **Taylor (gtmcknight)**, whose Gaussian filter and qm policy are identified in the [qm-2 source artifact](https://api.imd.fun/artifacts/e50ab7b92163d8589bb2f75c49d6cda2a1012bb96a0f4a52620b887668f63264). This item measures the supplied contracts; it does not rerun or certify the broader porting gates P/Q/F.

## Inputs and validation

The supplied [setup.sh block](https://api.imd.fun/artifacts/e8c967d6358da0fd53117891357f19a1d684225bd71a5e302b6e299c85f1286c) was saved verbatim and run once from the checkout root on Linux x86_64; setup and StarterStrategy validation passed. The engine wheel checksum matched `aedb68280aca34c110968f00148387c95885207913fb2cf19a1ab4c5cfd6887a`. Later engine/compiler commands sourced `scratch/env.sh`. No download retries were needed. The challenge checkout was pinned at `6b6921f8d463314aa7c96234e1be25a25245f704`.

qm-2 and trim-1 were extracted as exact Solidity code-block bytes, including their final newline. t03 and IB were decoded with `zlib.decompress(base64.b64decode(code_zb64))`. All four SHA-256 hashes matched the assignment before compilation. Source artifacts: [qm-2](https://api.imd.fun/artifacts/e50ab7b92163d8589bb2f75c49d6cda2a1012bb96a0f4a52620b887668f63264), [trim-1](https://api.imd.fun/artifacts/fce772b9057867b241350b8e44c05298c6c877871a26b58702a5af431726f6c5), [t03](https://api.imd.fun/artifacts/2333ecf28d4356bd232b85c1e55842e94e1ada05e1cd067830b5625dfdbc5336), [IB](https://api.imd.fun/artifacts/afd5183e9ff3235334e041c00b0cd19079599a2c6464db95f8c1586712105557). Names below were read from deployed contracts; runtime lengths were measured from compiler output. `amm-match validate` returned exit 0 for every arm.

| Arm | Source SHA-256 | Deployed name | Runtime bytes | Validation |
|---|---|---|---:|---|
| qm-2 | `50a741b97a7ed79237ecbd34a4bc20b5c70b7872d8916f31dc3fe3f72b4fe859` | `TaylorGaussianQmSpline` | 19346 | PASS |
| trim-1 | `d849c5f15d69499560b5c3ea08f55ad27153b393eba7abb7dd186f451ad46a24` | `TaylorGaussianPlainNet2` | 16077 | PASS |
| t03 | `cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9` | `censored_10` | 14654 | PASS |
| IB | `301941829a44bb60977bb28181a5e4bfa6544f3696763f987054789b2611d686` | `inputs_b` | 14528 | PASS |

Compilation used the pinned [SolidityCompiler](https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/evm/compiler.py): solc 0.8.24, optimizer 200 runs, viaIR enabled, Paris EVM. All runtime sizes are below 24,576 bytes. qm-2 and trim-1 exactly match the supplied 19,346-byte and 16,077-byte expectations.

## Engine method

Each arm ran alone against the unchanged [30 bps VanillaStrategy](https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/contracts/src/VanillaStrategy.sol), in the required order qm-2, trim-1, t03, IB. For each arm, eight fresh engine processes covered ascending chunks of 32 seeds, calling `amm_sim_rs.run_batch(list(arm_creation_bytecode), list(vanilla_creation_bytecode), configs, 8)`. There were 32 chunks / 1,024 arm-seed simulations in total. Every assigned seed was used exactly once per arm, with no exploratory or repeated engine runs. No command exceeded eight minutes. Scratch code, compiled bytecode, start markers and complete chunk results were kept under the disposable checkout's `scratch/` directory inside `test/scratch/`.

Configs follow [MatchRunner._build_configs](https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/competition/match.py) and the pinned [baseline settings](https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/competition/config.py). For each assigned seed `s`, `rng = numpy.random.default_rng(s)` drew `size = rng.uniform(19,21)`, then `rate = rng.uniform(0.6,1.0)`, then `sigma = rng.uniform(0.000882,0.001008)`. Simulation seed was `s`. Other fields: 10,000 steps; initial price 100; initial X/Y 100/10,000; GBM mu 0 and dt 1; retail size sigma 1.2; buy probability 0.5. All 256 parameter sets were compared directly with the pinned MatchRunner._build_configs function evaluated on this seed range and matched exactly. The same configs were used across arms.

Score is each simulation's `edges['submission']`. Differences are paired on seed and use unrounded engine results. SE is sample standard deviation of the 256 differences (ddof=1), divided by sqrt(256). Wins count strictly positive differences. Worst/best lists are sorted ascending/descending by difference, with seed as tie-breaker. All returned scores, including seeds in chunks containing OutOfGas callbacks, are retained without filtering. Gas counters identify affected chunks, not the individual seed/callback of each failure, so this run does not attribute the failures to specific seeds. Edge units are the engine's native score units; gas is the unadjusted engine-reported value.

## Paired results

| Difference | n | mean_diff | se | Wins | Ties |
|---|---:|---:|---:|---:|---:|
| qm-2 − trim-1 | 256 | +0.873261120 | 0.039622764 | 237 | 0 |
| qm-2 − t03 | 256 | +2.272860568 | 0.077423323 | 253 | 0 |
| qm-2 − IB | 256 | +3.031685977 | 0.081582969 | 256 | 0 |

**qm-2 − trim-1**

worst5: (9615246, -0.785516243), (9615124, -0.602641527), (9615194, -0.597424450), (9615156, -0.568808138), (9615303, -0.475947576).
best5: (9615236, +2.618824871), (9615242, +2.478550077), (9615146, +2.465681446), (9615310, +2.407624780), (9615302, +2.331915474).

**qm-2 − t03**

worst5: (9615112, -0.133945373), (9615195, -0.064409839), (9615257, -0.056081353), (9615139, +0.062497673), (9615254, +0.095225666).
best5: (9615278, +6.302232448), (9615321, +6.118429548), (9615188, +5.471923115), (9615251, +5.438385783), (9615359, +5.398824782).

**qm-2 − IB**

worst5: (9615254, +0.457826358), (9615257, +0.558039915), (9615195, +0.594922739), (9615139, +0.598548039), (9615280, +0.801814873).
best5: (9615120, +6.793870451), (9615278, +6.644807964), (9615281, +6.579258798), (9615127, +6.391152766), (9615328, +6.131420003).

## Submission afterSwap gas and speed

`gas_stats_reset()` ran immediately before each chunk's `run_batch`, and `gas_stats()` immediately after the timed call. Only role `Submission`, callback `afterSwap` contributes to these tables. Calls and failure counts are summed; peak is the maximum `max_ok_gas`; mean is total `sum_ok_gas` / total `ok`, rather than an average of chunk means. Timing is measured wall seconds inside `run_batch`, using eight workers, excluding startup, setup, compilation and JSON writes. Seconds per seed is total timed seconds / 256.

| Arm | Calls | Successful | OutOfGas | Reverts | Peak | Mean | sum_ok_gas | run_batch seconds | Seconds/seed | Mean edge |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| qm-2 | 2807105 | 2807101 | 4 | 0 | 249895 | 155173.940398653 | 435588923267 | 124.933500 | 0.488021485 | 534.877186954 |
| trim-1 | 2781640 | 2781640 | 0 | 0 | 226410 | 131493.793990595 | 365768397116 | 84.925456 | 0.331740064 | 534.003925834 |
| t03 | 2785652 | 2785652 | 0 | 0 | 235406 | 135513.862990783 | 377494463468 | 78.623822 | 0.307124306 | 532.604326386 |
| IB | 2764032 | 2764032 | 0 | 0 | 234856 | 135174.223407688 | 373625879074 | 75.600911 | 0.295316060 | 531.845500977 |

Other afterSwap failures (other_halt / tx_error / bad_return): qm-2 0 / 0 / 0; trim-1 0 / 0 / 0; t03 0 / 0 / 0; IB 0 / 0 / 0.

| Arm | Seed range (inclusive) | Calls | Peak | OutOfGas | run_batch seconds |
|---|---|---:|---:|---:|---:|
| qm-2 | 9615104..9615135 | 347800 | 247632 | 0 | 15.160419 |
| qm-2 | 9615136..9615167 | 350999 | 244458 | 0 | 15.823665 |
| qm-2 | 9615168..9615199 | 347924 | 245575 | 2 | 15.569538 |
| qm-2 | 9615200..9615231 | 349073 | 247050 | 1 | 15.041175 |
| qm-2 | 9615232..9615263 | 346040 | 241976 | 1 | 15.906814 |
| qm-2 | 9615264..9615295 | 353378 | 248080 | 0 | 15.496574 |
| qm-2 | 9615296..9615327 | 350192 | 249895 | 0 | 15.211654 |
| qm-2 | 9615328..9615359 | 361699 | 246236 | 0 | 16.723660 |
| trim-1 | 9615104..9615135 | 344793 | 220145 | 0 | 11.004640 |
| trim-1 | 9615136..9615167 | 347458 | 224946 | 0 | 10.446144 |
| trim-1 | 9615168..9615199 | 344803 | 219741 | 0 | 10.185923 |
| trim-1 | 9615200..9615231 | 345666 | 221330 | 0 | 11.566660 |
| trim-1 | 9615232..9615263 | 342918 | 226410 | 0 | 10.391765 |
| trim-1 | 9615264..9615295 | 350611 | 217381 | 0 | 10.344141 |
| trim-1 | 9615296..9615327 | 346843 | 223272 | 0 | 10.528372 |
| trim-1 | 9615328..9615359 | 358548 | 221711 | 0 | 10.457811 |
| t03 | 9615104..9615135 | 345403 | 232494 | 0 | 9.546514 |
| t03 | 9615136..9615167 | 348228 | 235259 | 0 | 9.574687 |
| t03 | 9615168..9615199 | 345538 | 232407 | 0 | 10.423757 |
| t03 | 9615200..9615231 | 346739 | 235406 | 0 | 9.687789 |
| t03 | 9615232..9615263 | 344264 | 235406 | 0 | 10.025425 |
| t03 | 9615264..9615295 | 350095 | 235393 | 0 | 9.785652 |
| t03 | 9615296..9615327 | 347820 | 232506 | 0 | 9.761911 |
| t03 | 9615328..9615359 | 357565 | 232723 | 0 | 9.818087 |
| IB | 9615104..9615135 | 343028 | 214109 | 0 | 9.497853 |
| IB | 9615136..9615167 | 345412 | 234712 | 0 | 9.282925 |
| IB | 9615168..9615199 | 342867 | 231789 | 0 | 9.428775 |
| IB | 9615200..9615231 | 343782 | 231871 | 0 | 9.413198 |
| IB | 9615232..9615263 | 341548 | 234837 | 0 | 9.068618 |
| IB | 9615264..9615295 | 347588 | 234856 | 0 | 9.653889 |
| IB | 9615296..9615327 | 345251 | 232034 | 0 | 9.853029 |
| IB | 9615328..9615359 | 354556 | 232034 | 0 | 9.402624 |

**Seeds not run: none**, for each of qm-2, trim-1, t03 and IB. IB was retained. All requested comparisons have n=256.

## Per-seed submission edges

CSV values are rounded to nine decimal places; statistics above use full precision.

```csv
seed,qm2,trim1,t03,IB
9615104,394.969680471,393.443628349,393.716430233,392.058832002
9615105,431.826985128,430.147099891,430.859364303,429.304215273
9615106,530.908160660,529.982640179,527.559752497,525.731867420
9615107,661.729678515,660.922746879,659.519599627,659.185902712
9615108,586.154875526,585.215210595,584.480642510,583.578078642
9615109,546.393700482,545.466379098,544.334934883,544.513726384
9615110,568.951612479,568.769336632,566.493867056,566.033243061
9615111,441.179564707,439.450502236,439.683252956,439.373132694
9615112,400.924414295,400.826765522,401.058359668,399.224896542
9615113,531.867885420,529.757696557,529.527653355,527.162595955
9615114,626.809963919,625.969739580,623.022708851,622.226133228
9615115,402.903932999,401.808051920,402.050492256,401.272793914
9615116,669.173097158,668.419239193,667.341197928,668.350892927
9615117,504.663107657,502.909603859,503.269975885,502.057383907
9615118,367.254779975,366.432457356,365.062980771,365.316358414
9615119,469.545197376,468.711863724,467.666503873,466.851409780
9615120,650.756769107,648.675132563,646.175121864,643.962898656
9615121,482.863569318,481.935337374,481.526117329,480.279077972
9615122,481.834608473,481.170465195,480.218903565,479.720649494
9615123,465.702687719,465.244704188,465.364357400,463.973877331
9615124,502.067649474,502.670291001,499.731877502,498.931984571
9615125,466.297463774,465.004148008,464.241315842,463.911143052
9615126,426.131067276,425.285461365,424.432585316,423.385889440
9615127,702.804573256,702.636235359,697.626414769,696.413420490
9615128,643.400904116,643.312268983,640.311892649,638.180122891
9615129,549.758442833,547.546164092,546.342772106,546.020273255
9615130,553.138366045,552.175431100,549.952655484,550.889149050
9615131,728.029628602,727.272822582,723.048667751,722.948040649
9615132,593.107838336,592.082682578,591.806126120,590.679500298
9615133,435.650027483,433.893602880,434.069428329,433.422705989
9615134,505.471362676,505.197263273,504.210764094,503.702724325
9615135,341.629224232,341.390707100,340.240122407,339.378749183
9615136,386.837099425,385.671736576,384.861039941,384.347459356
9615137,591.079979117,590.284938220,590.006119619,589.597533847
9615138,561.045844045,559.786070469,558.346016651,555.238285474
9615139,521.762946375,522.061498381,521.700448703,521.164398336
9615140,613.741298803,612.584748200,611.711887143,611.237008890
9615141,475.829108134,475.022293291,473.914877847,472.767138902
9615142,532.559089642,531.736306534,529.701548059,529.536782718
9615143,424.238366620,422.271890569,422.675372236,421.998230315
9615144,680.107197575,680.107834800,675.569625964,675.123297171
9615145,534.625240635,533.578693649,531.805261162,531.790177672
9615146,607.715469683,605.249788237,605.249695277,603.889552331
9615147,557.241441601,556.799281073,555.800643086,555.903369481
9615148,623.131650996,621.661602274,619.783941268,618.954373956
9615149,444.450197113,443.827198639,442.756448987,441.886678325
9615150,640.728067034,641.049469078,638.839242803,639.366122636
9615151,536.709189741,536.516779994,536.380656141,534.488749507
9615152,506.983822409,505.863966860,504.219890507,503.620724105
9615153,528.196588167,527.563371198,525.853741173,524.953310606
9615154,493.825541133,492.517338482,491.570991313,490.460722162
9615155,478.057804128,477.729511067,476.867678346,476.477245343
9615156,518.897449756,519.466257895,517.880978984,518.054636815
9615157,603.119131123,602.501671061,599.244519003,597.858034613
9615158,636.749341996,635.576396874,633.208965333,634.142417471
9615159,500.049823744,499.345905239,498.704227770,498.762252505
9615160,492.196867373,491.672745776,489.151297250,489.248004733
9615161,453.680170289,452.434288852,452.878189972,452.129385940
9615162,633.206176264,632.476568055,629.888333649,629.182805530
9615163,616.848302024,616.436952858,613.566542821,612.316324024
9615164,546.755592214,545.894965791,544.148917263,544.054595844
9615165,449.681135198,448.296205840,446.767288318,446.361285138
9615166,396.925052471,395.454325247,394.210712089,394.193855374
9615167,818.139796611,816.985882913,813.006598444,812.345139737
9615168,633.203032680,631.296504946,628.288808677,628.905023295
9615169,413.661434659,412.817043812,412.100852938,411.209575002
9615170,522.272221873,522.450902032,520.171766790,517.811134417
9615171,587.273220261,587.515616728,586.378613548,585.469835923
9615172,460.891004027,458.593872008,459.473001814,458.553007561
9615173,529.298560211,528.565552565,527.473453347,526.549565469
9615174,430.404506849,429.243325989,429.436128652,428.869742768
9615175,528.512474763,527.839342910,526.455991991,526.041619343
9615176,496.187582175,495.406964248,494.667756418,493.834757422
9615177,359.448183492,357.843860813,357.717643355,357.881289792
9615178,510.726245194,508.836053383,509.377233729,508.454398395
9615179,482.852896850,482.317583642,481.101343496,480.773856388
9615180,621.557078733,620.680046417,616.440534374,616.225431154
9615181,659.726244956,659.327136980,657.876917260,658.147984254
9615182,573.965164675,573.049514802,569.486248531,569.746962423
9615183,628.432531880,627.440642560,626.179022042,624.663036925
9615184,460.799868845,459.946390906,458.697901858,458.670911949
9615185,426.747071638,425.716636784,425.588560152,424.686140131
9615186,441.944949684,440.759879536,440.313496138,439.119811896
9615187,590.126913213,589.559798014,588.930664218,586.309755669
9615188,615.796052611,615.167157248,610.324129496,609.911931352
9615189,442.222353741,440.073002236,441.450577369,440.510279981
9615190,557.373602199,556.319016573,556.517139450,555.998812843
9615191,518.643178505,518.063120393,516.983984696,515.930189844
9615192,479.012187718,477.638822592,477.911865381,476.907471326
9615193,420.152750443,419.291571255,418.128902031,416.493061370
9615194,587.660319845,588.257744295,585.937519030,584.659764899
9615195,522.261008621,520.666972728,522.325418459,521.666085882
9615196,628.283382372,627.729938897,627.677352524,626.645652254
9615197,409.214073108,408.065567639,406.626116446,405.313448927
9615198,514.222062481,513.085932430,512.080046729,511.193909768
9615199,571.813940130,570.456449804,568.852194897,567.999776689
9615200,440.974942394,440.321476018,439.447045941,437.993697084
9615201,664.242986691,662.465655592,660.451040547,659.075616864
9615202,422.483387671,421.518380564,420.394054426,419.103924213
9615203,739.694542715,738.860115549,736.985472311,736.346354339
9615204,449.917173644,449.585882580,449.548760441,448.697365388
9615205,553.870772693,552.947926196,550.047581675,549.753706712
9615206,427.577184493,426.033016606,425.320232923,424.929617881
9615207,614.036146185,612.693027484,611.716952628,610.126314257
9615208,552.364162372,551.361841037,549.496022339,548.870051289
9615209,394.251876790,393.217821432,393.068706286,392.035666982
9615210,579.756827750,578.216138291,579.092420957,576.820211395
9615211,492.808660092,492.323055119,492.001950985,491.364757553
9615212,726.083787351,726.092453652,723.777346768,723.778989156
9615213,434.520677966,432.731691494,431.712824961,431.234410685
9615214,449.811692874,449.258304229,447.290907324,447.651908120
9615215,484.207973971,483.143351456,482.425160160,480.989699942
9615216,683.596123646,682.455997401,679.776561128,679.695455615
9615217,557.093945916,556.877888971,556.007257997,554.869326344
9615218,588.346689159,587.353924836,585.216470546,585.447277413
9615219,404.689137764,405.021732841,403.418207168,402.609709749
9615220,452.792989760,452.152418885,449.375539477,448.375081388
9615221,651.597245492,650.883267332,647.977182966,648.299832503
9615222,397.485278740,396.331303756,396.949828662,395.879030437
9615223,555.369116661,553.794805030,552.300223355,550.151337286
9615224,713.666450139,713.730939384,710.719467250,710.890146605
9615225,539.512956642,538.678069736,538.043124593,538.317245794
9615226,540.190175188,540.225212224,539.285229041,537.272495203
9615227,406.474969873,404.722440514,404.226962669,403.654534507
9615228,535.748667389,534.788298350,532.755886824,533.272754036
9615229,574.634367630,573.875165300,573.924410124,572.783999068
9615230,376.258667335,375.428375384,375.332683812,374.438242633
9615231,629.932575030,629.213394803,625.878485246,624.531981313
9615232,660.794109866,660.436090861,658.078895351,658.262479936
9615233,386.346188358,385.881154483,385.607973908,385.243726138
9615234,491.500614682,490.212620858,489.080993594,487.976729203
9615235,542.413645674,541.676894127,539.959273691,539.746382691
9615236,640.547995109,637.929170238,636.667812344,635.014138979
9615237,604.177385328,603.783362571,601.912208270,601.317020595
9615238,502.975293554,500.940425206,499.649535035,499.844000176
9615239,444.447141376,443.025099259,443.907508892,443.065297973
9615240,522.762670972,522.761536958,522.215188767,521.848234358
9615241,602.698732208,602.359857040,599.770707539,599.280585299
9615242,499.994016660,497.515466583,497.006189906,497.048611761
9615243,487.198705212,485.409761086,484.894390481,484.028178311
9615244,504.610755696,503.915658643,501.620025841,501.156368216
9615245,550.433641533,549.800806380,547.845235472,546.085160721
9615246,726.998945072,727.784461315,723.149405171,721.917758997
9615247,500.895254510,500.530489713,498.994668880,498.704799411
9615248,522.391848704,522.054924762,519.533720653,518.379734596
9615249,662.992572662,661.793897060,659.581937854,658.191292655
9615250,435.946532174,435.805026325,433.687335323,433.518160820
9615251,545.409577892,545.163405325,539.971192109,539.872033782
9615252,461.035898351,460.714420876,457.621657188,457.075716380
9615253,414.292568722,412.632400352,413.484993314,412.881940634
9615254,445.478259452,444.421183871,445.383033787,445.020433094
9615255,470.571133239,470.034460237,469.179400488,468.726462152
9615256,550.624400784,549.710913145,549.139321483,548.115417951
9615257,453.988701643,454.091027097,454.044782996,453.430661728
9615258,608.572545152,607.726439395,606.655389388,606.130565730
9615259,510.100123673,508.232960160,507.521301655,506.674667376
9615260,655.391146134,654.529462251,652.918510047,652.764468326
9615261,539.572262717,537.988264948,537.187609063,535.388098785
9615262,476.445065311,476.008262798,474.179694132,472.792567432
9615263,389.850699600,388.784964131,388.997088131,388.396593915
9615264,497.896840092,497.080099170,494.701387718,494.141328095
9615265,614.532279599,613.537185377,612.766212311,612.129937326
9615266,493.241171474,492.942501351,490.471530952,489.825653784
9615267,610.417363364,609.124050577,607.582846182,607.142220708
9615268,540.707876674,539.094039192,538.604869406,538.062618083
9615269,555.190756858,554.115985548,552.430303846,551.399819433
9615270,612.842135140,612.031287743,608.414221759,607.718061635
9615271,471.875478243,471.585831471,470.287732664,468.888209963
9615272,345.955876567,344.998580162,344.021127779,344.132439363
9615273,556.126724702,555.800638718,555.469539120,553.798267991
9615274,484.617919221,484.153920191,484.170270868,483.068892405
9615275,529.746196646,528.545652121,528.702016362,527.637986231
9615276,613.577429035,613.257879452,610.421430872,608.704987393
9615277,482.790961651,481.507110080,481.013250681,479.807194357
9615278,581.786264728,581.171143542,575.484032280,575.141456764
9615279,580.620526929,579.917407865,578.041636941,575.300025105
9615280,491.351393215,491.045125431,490.837290785,490.549578342
9615281,637.930849929,637.917835940,633.324587159,631.351591131
9615282,452.549100747,452.255881604,451.287874970,450.116294156
9615283,757.620964009,757.634143540,756.566817982,755.860151926
9615284,434.230729885,433.042382631,433.634633995,432.888784707
9615285,617.152867983,616.551787518,612.743676966,612.578055223
9615286,514.238721389,513.345500840,513.026458930,510.972320072
9615287,622.760936104,622.499118801,619.549058028,618.556809068
9615288,575.016962584,574.356731888,573.987550091,572.655515633
9615289,613.936521955,613.663501854,612.200887802,611.038617675
9615290,754.638042802,754.147752814,750.831820188,750.632513899
9615291,529.309782511,528.792319734,527.243766361,527.967474849
9615292,427.426167252,426.286259378,424.490561367,425.307057354
9615293,545.772244611,544.281703972,542.996979907,542.843703002
9615294,571.973260961,570.552801484,568.655721025,568.261736019
9615295,558.497880168,558.155911356,555.638745083,555.167736628
9615296,472.507595176,471.759455793,469.164621704,469.609194637
9615297,430.326499421,430.001356722,429.544946036,428.036358009
9615298,651.465832307,649.420463043,648.570443095,648.608913121
9615299,492.680352515,491.900451349,491.258524810,490.332554696
9615300,419.872490676,418.748907204,419.005559098,418.418364087
9615301,581.017716833,580.355390183,577.265298254,577.318708358
9615302,504.508492749,502.176577276,502.428136675,501.515742011
9615303,579.781748541,580.257696118,577.679817792,578.051107946
9615304,626.783587563,626.572579332,623.481356356,621.195041083
9615305,579.035362065,577.444639886,575.870775585,575.642792145
9615306,498.133774194,498.117631254,495.747001800,494.651906590
9615307,391.599948424,390.799645059,390.717353947,390.233634146
9615308,418.434772747,417.233941979,418.136243480,416.709722360
9615309,472.605521403,471.621672532,470.563207496,470.684044167
9615310,635.778130581,633.370505801,633.155568301,631.329833495
9615311,614.621786002,614.274234563,612.149663641,609.503860059
9615312,490.610084028,488.656379511,487.524264134,487.233961300
9615313,508.100726336,506.903701155,506.315263312,505.712404759
9615314,530.257289720,528.940957019,528.257809725,527.355530896
9615315,546.831163168,546.534899538,543.777297059,543.468974431
9615316,531.156939732,531.552756694,528.043048268,526.494600657
9615317,562.069383501,561.148409625,560.498665597,559.655142528
9615318,524.331040122,523.741752657,521.927970690,520.886714101
9615319,490.864443900,489.925059958,489.707453645,489.741037096
9615320,465.124497236,464.238988693,463.469644199,462.384095989
9615321,659.340532921,658.799270790,653.222103372,653.399087122
9615322,499.188854097,497.901509243,496.468038131,494.549650146
9615323,492.902490579,492.931122842,490.095715208,490.055219185
9615324,694.824660894,694.237914799,693.924011500,691.988266921
9615325,493.360994942,491.666170178,489.212548446,489.768604326
9615326,555.068278744,554.687154764,554.568201725,553.978400708
9615327,521.501290340,521.087994069,519.411009707,517.247956920
9615328,689.374794423,687.538689465,685.696754552,683.243374420
9615329,489.331201279,488.176913175,486.325581092,485.181313059
9615330,687.608542580,686.240509107,682.717079105,681.598243074
9615331,496.539212502,495.663279520,495.227113309,494.441290203
9615332,567.092094105,567.175457100,564.055211066,563.723680696
9615333,576.472452377,575.064161673,573.660674036,573.035057441
9615334,460.800421693,460.029868525,459.734203898,459.270786812
9615335,432.407705694,431.962087472,430.753374386,429.908795806
9615336,504.171618529,502.068997240,501.417450050,500.717098938
9615337,608.823225000,607.734316967,604.741991924,604.591635368
9615338,765.248163875,765.222380795,763.302542905,762.275071876
9615339,496.980751631,495.030305108,493.125980537,492.904291605
9615340,425.561615680,425.270278904,424.436909449,423.901924648
9615341,526.632143063,526.427997042,524.875159668,524.776277950
9615342,701.346705409,700.822062570,697.842387391,697.295703445
9615343,472.279703967,470.384502434,469.515327746,468.981065994
9615344,598.683492706,598.295481114,598.417531938,596.216987074
9615345,723.909173041,723.139735412,723.364567748,721.313381799
9615346,615.163771217,614.974365861,611.263429307,612.715437623
9615347,467.939856146,467.339770026,465.181383395,464.313886116
9615348,425.308982594,424.634968319,424.645921619,423.916281585
9615349,627.473881426,625.970698662,623.208359435,623.163687784
9615350,494.891840394,492.685474404,492.253422109,492.300378099
9615351,529.222015446,528.983928699,528.825794798,527.427047512
9615352,635.551609020,634.007827440,632.398853473,631.284928322
9615353,582.508518155,581.725760252,579.329735361,578.695994685
9615354,623.151078129,622.410348011,619.784759913,618.583240468
9615355,471.729124797,470.502284346,469.795392354,468.217860916
9615356,497.745847552,496.756360546,495.416512597,495.269269500
9615357,463.331638844,462.712773696,462.415625418,461.167008186
9615358,562.050565833,560.945713258,558.958920108,557.061470713
9615359,559.057321304,558.574086911,553.658496522,553.742492481
```

Local output checks: source hashes and validation messages matched; all 32 chunks contained exactly their requested 32 unique seeds; all four arms covered the identical full 256-seed range; scores were finite; gas call categories reconciled; totals, paired statistics and CSV were generated from the saved chunk results. The source quotes in sources.json were checked as exact passages at their URLs. These checks are the worker’s own measurements and are not independent certification.