# qa4 — qm-2 real-engine confirmation, seeds 9614080–9614335 Policy credit: **Taylor (gtmcknight)**. This item scores the supplied, unchanged strategy sources; it does not alter or re-port the policy. All scores, gas counters, validation outcomes and timings below are measurements from this run, not figures copied from earlier artifacts. qm-2 minus trim-1: **+0.896127730 ± 0.043137566 SE**, n=256, wins=228/256. qm-2 minus t03: **+2.371015670 ± 0.082774428 SE**, n=256, wins=253/256. qm-2 minus IB: **+3.147306850 ± 0.102535957 SE**, n=256, wins=256/256. **Gas conclusion:** qm-2 recorded **10 OutOfGas**, 0 reverts, and peak successful afterSwap gas **249,376**. It fails the stated requirement of zero OutOfGas and peak ≤245,000 on this block. Peak is the engine's `max_ok_gas`, not an inferred gas requirement for failed calls. Fees/scores are reported as the engine produced them, including runs with callback failures. ## Source integrity and validation | Arm / source | SHA-256 of exact Solidity bytes | getName() | Runtime bytes | amm-match validate | |---|---|---|---:|---| | [qm-2](https://api.imd.fun/artifacts/e50ab7b92163d8589bb2f75c49d6cda2a1012bb96a0f4a52620b887668f63264) | `50a741b97a7ed79237ecbd34a4bc20b5c70b7872d8916f31dc3fe3f72b4fe859` | TaylorGaussianQmSpline | 19,346 | PASS (exit 0) | | [trim-1](https://api.imd.fun/artifacts/fce772b9057867b241350b8e44c05298c6c877871a26b58702a5af431726f6c5) | `d849c5f15d69499560b5c3ea08f55ad27153b393eba7abb7dd186f451ad46a24` | TaylorGaussianPlainNet2 | 16,077 | PASS (exit 0) | | [t03](https://api.imd.fun/artifacts/2333ecf28d4356bd232b85c1e55842e94e1ada05e1cd067830b5625dfdbc5336) | `cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9` | censored_10 | 14,654 | PASS (exit 0) | | [IB](https://api.imd.fun/artifacts/afd5183e9ff3235334e041c00b0cd19079599a2c6464db95f8c1586712105557) | `301941829a44bb60977bb28181a5e4bfa6544f3696763f987054789b2611d686` | inputs_b | 14,528 | PASS (exit 0) | Solidity blocks were extracted with their terminating newline; t03 and IB were decoded as zlib(base64(code_zb64)). All four hashes matched the assignment before compilation. All runtimes are below 24,576 bytes. Names were read from deployed contracts. No source was edited. ## Method and setup Linux x86_64. Cloned amm-challenge at `6b6921f8d463314aa7c96234e1be25a25245f704` under `test/scratch/`. Saved the eight-line [setup script](https://api.imd.fun/artifacts/e8c967d6358da0fd53117891357f19a1d684225bd71a5e302b6e299c85f1286c) byte-for-byte as `scratch/setup.sh`, ran it once from the checkout root: exit 0; wheel SHA-256 `aedb68280aca34c110968f00148387c95885207913fb2cf19a1ab4c5cfd6887a` passed; StarterStrategy validated. No download failed, so no retry was needed. Subsequent checkout commands sourced `scratch/env.sh`. Setup dependencies and all scratch state are disposable test scaffolding; the deliverable has no runtime dependencies. Compiled with pinned [SolidityCompiler](https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/evm/compiler.py): solc 0.8.24, optimizer enabled, runs=200, viaIR=true, Paris EVM. Each arm ran alone against [VanillaStrategy](https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/contracts/src/VanillaStrategy.sol), fixed 30 bps, using `amm_sim_rs.run_batch(list(X), list(VanillaStrategy), configs, 8)`. Configs follow [MatchRunner._build_configs](https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/competition/match.py) with the seed index replaced by each requested seed and [canonical settings](https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/competition/config.py): 10,000 steps; price=100; reserves X=100, Y=10,000; mu=0; dt=1; retail buy probability=0.5; retail size sigma=1.2. For each seed, a new `np.random.default_rng(seed)` draws size uniformly [19,21], then arrival rate [0.6,1.0], then price sigma [0.000882,0.001008]. Simulation seed equals that seed. Score is `result.edges['submission']`. Order: all eight qm-2 chunks, then all eight trim-1 chunks, then all eight t03 chunks, then all eight IB chunks. Each chunk contains 32 consecutive seeds. `gas_stats_reset()` immediately before the timed `run_batch`; `gas_stats()` immediately after. Each seed was run exactly once per arm, with no probes or reruns on these seeds. Persistent per-arm/per-chunk start markers prevented reuse. Every engine invocation was a new process; commands were bounded by `timeout 470` (<8 minutes). No setup or other command exceeded eight minutes. Seeds not run: **none** for every arm. IB was completed. Pairing uses the same simulation seed and config across arms, with separate matches against Vanilla. P/Q/F reference-porting gates were not rerun: this bounded assignment is scoring the byte-exact supplied arms. ## Paired results Differences use unrounded scores. `se = sample_sd(diff, ddof=1) / sqrt(n)`; wins count strictly positive differences; ties count exactly zero. Extremes are sorted by difference, with seed as tie-breaker. | qm-2 minus | n | Mean diff | SE | Wins | Ties | |---|---:|---:|---:|---:|---:| | trim-1 | 256 | +0.896127730 | 0.043137566 | 228 | 0 | | t03 | 256 | +2.371015670 | 0.082774428 | 253 | 0 | | IB | 256 | +3.147306850 | 0.102535957 | 256 | 0 | **qm-2 minus trim-1** Worst5: (9614312, -0.807380144), (9614288, -0.761389734), (9614219, -0.731798137), (9614283, -0.560938161), (9614095, -0.503355329). Best5 (largest first): (9614302, +2.783957385), (9614184, +2.614867255), (9614327, +2.604217357), (9614237, +2.490304720), (9614170, +2.462299031). **qm-2 minus t03** Worst5: (9614136, -0.696299030), (9614105, -0.256864835), (9614239, -0.094270994), (9614108, +0.042090107), (9614285, +0.073990571). Best5 (largest first): (9614327, +6.751643383), (9614199, +6.541758577), (9614321, +5.990761956), (9614097, +5.900935980), (9614117, +5.900655132). **qm-2 minus IB** Worst5: (9614094, +0.047076953), (9614285, +0.147712146), (9614101, +0.273940594), (9614089, +0.342999523), (9614215, +0.658589580). Best5 (largest first): (9614140, +13.978909195), (9614199, +9.012626250), (9614203, +8.352728779), (9614327, +8.240316087), (9614244, +7.550792442). ## Submission afterSwap gas and timing Totals sum every chunk. Peak is the maximum `max_ok_gas`. Mean gas is `sum(sum_ok_gas)/sum(ok)`, weighted across successful callbacks; the engine does not supply consumed gas for unsuccessful calls. Calls include successes and failures. Runtime is elapsed wall time around `run_batch`, excluding compilation, process startup and serialization. Seconds/seed = total runtime/256, with eight workers; it is throughput wall time, not serial simulation latency. | Arm | Calls | Successful | OutOfGas | Reverts | Peak | Mean successful gas | Batch seconds | Seconds/seed | |---|---:|---:|---:|---:|---:|---:|---:|---:| | qm-2 | 2777463 | 2777453 | 10 | 0 | 249376 | 155278.651741 | 183.000412 | 0.714845 | | trim-1 | 2753489 | 2753489 | 0 | 0 | 235450 | 131562.988903 | 134.279066 | 0.524528 | | t03 | 2759742 | 2759742 | 0 | 0 | 235406 | 135670.983492 | 108.949087 | 0.425582 | | IB | 2738263 | 2738263 | 0 | 0 | 234763 | 135337.403895 | 110.365533 | 0.431115 | Other afterSwap failure totals (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 | Seeds inclusive | Calls | Peak successful gas | OutOfGas | Reverts | Seconds | |---|---|---:|---:|---:|---:|---:| | qm-2 | 9614080–9614111 | 365092 | 244940 | 2 | 0 | 23.938478 | | qm-2 | 9614112–9614143 | 342469 | 248992 | 0 | 0 | 21.934266 | | qm-2 | 9614144–9614175 | 352724 | 246711 | 1 | 0 | 23.261868 | | qm-2 | 9614176–9614207 | 348869 | 249376 | 2 | 0 | 22.822802 | | qm-2 | 9614208–9614239 | 342815 | 240391 | 0 | 0 | 22.667242 | | qm-2 | 9614240–9614271 | 339071 | 245281 | 0 | 0 | 23.069717 | | qm-2 | 9614272–9614303 | 347684 | 246687 | 5 | 0 | 22.733184 | | qm-2 | 9614304–9614335 | 338739 | 244605 | 0 | 0 | 22.572856 | | trim-1 | 9614080–9614111 | 362049 | 235450 | 0 | 0 | 17.808038 | | trim-1 | 9614112–9614143 | 339198 | 221754 | 0 | 0 | 16.612656 | | trim-1 | 9614144–9614175 | 349727 | 221744 | 0 | 0 | 16.673662 | | trim-1 | 9614176–9614207 | 345906 | 230371 | 0 | 0 | 16.637996 | | trim-1 | 9614208–9614239 | 339795 | 217385 | 0 | 0 | 16.065234 | | trim-1 | 9614240–9614271 | 336056 | 220973 | 0 | 0 | 16.392542 | | trim-1 | 9614272–9614303 | 345015 | 217618 | 0 | 0 | 17.300769 | | trim-1 | 9614304–9614335 | 335743 | 218329 | 0 | 0 | 16.788170 | | t03 | 9614080–9614111 | 361546 | 232494 | 0 | 0 | 14.588493 | | t03 | 9614112–9614143 | 340255 | 232506 | 0 | 0 | 13.190776 | | t03 | 9614144–9614175 | 349962 | 232615 | 0 | 0 | 13.142716 | | t03 | 9614176–9614207 | 346535 | 228391 | 0 | 0 | 13.986938 | | t03 | 9614208–9614239 | 341624 | 235370 | 0 | 0 | 13.337530 | | t03 | 9614240–9614271 | 337720 | 232603 | 0 | 0 | 12.837791 | | t03 | 9614272–9614303 | 345174 | 235406 | 0 | 0 | 13.399383 | | t03 | 9614304–9614335 | 336926 | 227706 | 0 | 0 | 14.465461 | | IB | 9614080–9614111 | 358072 | 231941 | 0 | 0 | 14.253990 | | IB | 9614112–9614143 | 337755 | 231964 | 0 | 0 | 13.484237 | | IB | 9614144–9614175 | 347045 | 232015 | 0 | 0 | 13.556659 | | IB | 9614176–9614207 | 343707 | 227576 | 0 | 0 | 13.663508 | | IB | 9614208–9614239 | 339247 | 234763 | 0 | 0 | 13.100247 | | IB | 9614240–9614271 | 335324 | 232015 | 0 | 0 | 13.010397 | | IB | 9614272–9614303 | 342343 | 232015 | 0 | 0 | 12.854032 | | IB | 9614304–9614335 | 334770 | 231929 | 0 | 0 | 16.442463 | ## Scores (CSV) Nine decimals per score; paired statistics above use original float precision. ```csv seed,qm2,trim1,t03,IB 9614080,523.989413805,522.175916653,520.377091808,520.943480695 9614081,553.768090601,553.336922026,550.116104161,548.881346639 9614082,563.474980197,562.668738318,562.983714666,562.259354069 9614083,559.644302062,559.247562805,557.390048302,556.268464709 9614084,551.001136610,550.278377130,548.556539868,547.772913970 9614085,462.983351004,462.315967051,461.013593440,461.165761775 9614086,561.568268557,560.554843159,559.834976307,559.088865155 9614087,625.137878972,624.325010031,623.610750469,623.550298692 9614088,442.543445991,440.737048278,440.103531451,439.579987879 9614089,567.761257788,567.694218064,566.263616114,567.418258264 9614090,667.651827038,666.206326561,662.564345829,661.394337879 9614091,669.637846909,667.626849889,665.327829402,665.538984512 9614092,536.504090715,534.992999873,532.502569652,533.112493528 9614093,412.836607469,411.884956004,411.088475833,410.565859996 9614094,379.012157723,378.630478833,378.735870503,378.965080770 9614095,563.567267354,564.070622683,562.861775923,561.819238296 9614096,647.412330424,646.459002397,642.565853522,642.968814072 9614097,672.733340028,672.894544260,666.832404048,667.789264216 9614098,582.622614640,582.382603650,579.648989533,579.001667967 9614099,548.289143913,547.817426992,546.623130565,546.861504293 9614100,622.404130017,622.544642586,618.925356745,618.650032057 9614101,339.314480487,337.458502154,338.946885200,339.040539893 9614102,671.134426414,671.232786862,666.971336097,667.175180232 9614103,444.387838324,443.453749602,443.534213364,442.688775626 9614104,627.611800331,626.206690138,623.800323836,622.750194215 9614105,359.798416927,358.451662109,360.055281762,358.148099182 9614106,527.864588886,526.699844330,525.634352204,525.523967942 9614107,595.445715879,594.840223407,592.938551876,592.233408737 9614108,657.724414729,657.377442554,657.682324622,656.942333276 9614109,744.790811730,742.801353494,741.063270095,738.388392967 9614110,468.309562564,466.674298919,465.506822635,467.036508702 9614111,672.852946015,671.924814317,668.448340043,667.555062263 9614112,459.354824843,458.932955746,457.654897487,456.977837564 9614113,574.544505828,573.027573607,570.776973688,570.922175545 9614114,397.013252850,395.246818589,394.338010940,392.687327587 9614115,437.004954276,435.759626505,435.671608970,435.282258894 9614116,607.602526200,605.964584697,604.224767627,603.747352442 9614117,581.500333647,579.949271615,575.599678515,575.599545748 9614118,545.440670512,543.804365678,543.355583813,542.873856993 9614119,540.875109024,540.008749731,538.473709283,537.772644689 9614120,518.831912265,517.583985682,517.395015888,516.623579739 9614121,624.283124738,623.941631402,621.424438877,620.957735289 9614122,473.679311989,473.613852758,472.028657520,470.335166655 9614123,501.992735808,501.457334769,499.616202738,498.706520707 9614124,402.053683775,401.286156489,400.805899702,400.294538728 9614125,670.038353757,668.955250499,665.862254457,666.316071593 9614126,553.557957783,552.770304809,551.914267847,550.041983215 9614127,467.868374715,466.358813933,465.001379514,464.248527161 9614128,393.581227579,392.135402947,392.329197997,391.428819551 9614129,455.948359593,454.180823641,453.354938634,453.356400193 9614130,718.636781397,718.683624795,716.065717590,715.220345662 9614131,577.445640980,577.042133438,574.012088201,573.707016049 9614132,586.702612001,585.639138461,584.433053017,584.401685431 9614133,370.106244461,369.194342710,368.940833508,367.698835534 9614134,380.356098308,378.680346428,377.951496684,378.480082380 9614135,455.223545952,453.989633171,454.212795070,453.412067992 9614136,504.471287840,504.474388913,505.167586870,502.986509774 9614137,597.226334515,596.461208294,594.382678013,592.692337599 9614138,655.565126232,654.498347173,653.730925562,653.290696108 9614139,390.682937992,389.849412713,387.496709981,388.028613063 9614140,533.864643767,533.966675839,529.362324235,519.885734572 9614141,630.425993452,628.662639819,625.961299129,624.165586216 9614142,480.682321207,480.702033947,478.483178782,477.849725082 9614143,539.968265447,537.958312650,536.413770637,535.981090499 9614144,547.949140312,547.401760851,546.060814901,544.511494289 9614145,477.314971049,477.024886181,475.668921121,474.695326408 9614146,529.023555476,527.591715445,525.276574450,524.441776171 9614147,443.682763862,443.332030566,441.903349094,442.024068786 9614148,730.412430646,729.202428815,726.367863916,724.567714737 9614149,520.145084008,519.150965028,517.671307432,516.422338669 9614150,413.243373751,411.864264747,411.643251318,410.545852641 9614151,619.379317437,618.882717547,616.351240928,616.896161305 9614152,527.068113020,527.121282452,523.253840840,522.106773124 9614153,683.659392732,681.802970350,681.141771005,680.946810459 9614154,638.378248213,637.183327470,635.753620393,635.874288106 9614155,544.637213091,543.703151190,542.710149045,542.424692228 9614156,561.538335925,559.893042077,561.068359139,559.659030126 9614157,441.852985453,441.137890798,440.803279079,440.525342319 9614158,600.132046763,599.686476448,598.059139693,596.974467096 9614159,449.155407672,448.599518305,448.216041471,447.244483700 9614160,591.257924849,589.206239892,588.066143183,587.492357162 9614161,482.406737162,480.805329855,479.402750867,479.178824374 9614162,436.688573312,435.148395783,435.152953517,435.390191098 9614163,363.205216533,362.626173717,362.818167971,361.210243373 9614164,671.722141893,671.211083606,669.788025654,668.026268444 9614165,506.264835961,505.590632060,504.802689223,502.923197873 9614166,535.710962964,534.936876929,532.899175148,532.248207841 9614167,451.537020525,450.702395101,449.814533788,449.142747257 9614168,461.792259714,461.564478022,460.562763636,459.553973876 9614169,587.895589899,588.302758083,587.083437022,584.584796392 9614170,572.496801248,570.034502217,566.777245916,566.206546398 9614171,497.472978454,496.531926285,496.163213488,495.298308128 9614172,424.029071823,423.109964203,421.526595835,421.197148745 9614173,630.449014020,630.349324337,626.107991258,624.892056298 9614174,559.898191280,559.691957713,555.633963563,556.183160349 9614175,592.991356362,591.417445920,590.433144477,590.166837645 9614176,594.278027946,593.127840255,592.683860152,590.889981892 9614177,478.512375959,478.108195160,475.998061338,475.033335031 9614178,657.280464784,655.997448499,655.087664910,653.914515926 9614179,507.615158942,507.099000148,506.019616081,504.672796942 9614180,446.670094487,445.544867745,444.572612966,442.526477650 9614181,507.858586601,506.823649525,505.646849269,505.282387931 9614182,701.132280944,700.760334032,697.320740393,697.104790092 9614183,420.007786172,419.048267527,418.237229229,417.536234533 9614184,605.849066999,603.234199745,601.887152331,601.118134294 9614185,522.343187155,521.195357487,520.066579615,518.528470415 9614186,638.373158287,638.437593951,633.204437525,633.048945522 9614187,405.035461992,404.636780925,404.264324152,403.731947328 9614188,765.216520498,765.242024295,760.602235751,757.982003097 9614189,489.581125079,489.005194298,488.261306946,486.866889690 9614190,503.752844628,501.931949087,501.151742373,499.800153002 9614191,549.864817707,548.921869992,545.722516275,545.473141962 9614192,498.033094456,497.567433222,497.309291521,496.586851522 9614193,624.494717130,623.606282160,621.534872529,620.343073892 9614194,600.028565361,599.993455133,598.552391489,597.308103835 9614195,422.620601977,422.704472763,420.583082852,420.005962099 9614196,618.369997783,617.901893677,616.061542268,615.249923438 9614197,493.719956794,493.734127520,491.781958035,491.904588619 9614198,393.818858145,393.830489324,392.603977492,391.925153009 9614199,660.716601966,659.582401540,654.174843389,651.703975716 9614200,592.383968507,591.541563566,590.313383560,589.142092040 9614201,443.689771391,441.234052694,441.358994101,440.962570354 9614202,498.567524347,497.845676870,495.795008996,495.551263716 9614203,565.018189185,564.140382232,560.826228454,556.665460406 9614204,393.838218607,391.714277443,391.808040860,389.983088201 9614205,418.653312974,417.898417332,417.197577934,417.091209569 9614206,575.809284013,574.365060924,572.413588588,571.963769027 9614207,529.505299624,528.937677205,527.735588522,527.810377676 9614208,544.970604384,543.903034984,542.511613158,541.932935680 9614209,581.456232283,580.223468364,579.055688017,579.326352648 9614210,572.519168733,572.062457163,569.231831562,568.639888331 9614211,559.464185759,558.265575332,556.226602436,555.390905862 9614212,507.308979304,506.816121470,505.254129575,505.164560257 9614213,565.763615602,565.591009537,565.481498597,563.961187692 9614214,456.009155907,454.976836520,455.072965060,454.029121397 9614215,383.424361311,382.902965387,383.341414246,382.765771731 9614216,452.654550774,452.620843304,452.347634899,451.283718416 9614217,547.180136813,545.564516007,544.089567322,544.061476351 9614218,467.759350055,466.108057157,465.571981255,464.879686332 9614219,658.236382895,658.968181032,653.786030950,653.848533657 9614220,597.021479407,595.933501685,593.523633109,592.759973708 9614221,447.721118956,446.210009086,444.848232772,443.436100869 9614222,434.257486477,433.243639195,432.489317181,431.880614588 9614223,630.425647952,629.574363121,626.825010224,626.765278867 9614224,388.069707099,387.839809897,386.953057141,386.640441381 9614225,600.398569487,599.797573292,596.607590353,596.089995493 9614226,576.513572805,575.119564436,575.139067572,572.248290738 9614227,422.924426128,421.844104659,420.621000714,420.266592391 9614228,546.234838410,544.598169037,542.946235841,541.839500728 9614229,532.018271211,531.129282438,530.214640519,529.628976831 9614230,548.829323846,549.137573838,545.880094601,545.931624959 9614231,384.743306839,383.480343893,383.316139991,382.610599600 9614232,479.247949577,478.817685832,476.498551177,476.508406751 9614233,494.299416275,493.908382052,491.974964714,491.786994863 9614234,496.736197002,494.962084319,494.674300759,493.705528993 9614235,599.282447017,599.685950413,595.653862423,594.862000860 9614236,505.843491876,505.772111821,503.766334606,502.643930277 9614237,636.081720248,633.591415528,632.339612119,631.590804329 9614238,505.592712656,503.738575261,502.878673075,503.815349956 9614239,497.489998476,495.970637974,497.584269470,496.408530641 9614240,386.461338354,385.836711325,385.337920751,384.613558454 9614241,505.782756446,505.085347165,504.590164893,503.783847821 9614242,568.157734637,567.833608515,566.079546843,566.247658704 9614243,530.830606251,529.641467243,530.504415649,529.133052475 9614244,590.002702808,588.030276924,587.123071451,582.451910366 9614245,632.031272628,630.742341826,628.138612945,626.343281765 9614246,670.721986682,669.080786746,666.762539945,664.048352602 9614247,470.180822383,469.027241146,468.223568755,467.172983741 9614248,625.880245731,624.636881329,622.555216723,622.214141863 9614249,422.544080614,422.905139181,421.382038020,421.115066140 9614250,633.434885123,632.180107347,631.027174337,629.328947690 9614251,494.811846109,494.622642074,491.514178296,489.757324573 9614252,430.473064699,430.809381688,429.879782062,428.867224438 9614253,416.549897976,415.821819849,415.805563936,415.516313613 9614254,609.274589341,608.678491472,607.722803973,606.474311488 9614255,561.695089329,560.839028343,560.156049494,559.458126134 9614256,491.358838712,489.862545820,488.776836701,487.908532852 9614257,627.937826292,626.349883381,625.944300648,625.863172912 9614258,599.835047413,598.882227426,597.757145154,598.100910629 9614259,398.236051666,397.332731943,397.108389063,396.842058997 9614260,474.669278737,473.496690627,473.634674759,473.223205053 9614261,419.373127852,418.838889244,418.290169662,417.829100402 9614262,594.130693868,593.722120553,591.982814523,592.195714600 9614263,462.805853361,461.350709758,459.721306861,458.397455253 9614264,401.345796286,400.370762808,399.108876819,398.658484871 9614265,493.520814569,492.080803387,491.536989223,491.384004306 9614266,478.864909795,477.698894364,476.717920077,476.624270999 9614267,467.596358972,466.525336960,467.018744026,466.249763695 9614268,579.375872558,578.856262332,577.021189090,576.012921702 9614269,405.508644608,405.311123115,404.544009575,403.346548879 9614270,600.796641469,599.650984066,595.457589764,593.930330922 9614271,487.610413653,486.674063769,485.516635608,484.364907389 9614272,472.864080097,471.288101223,469.665894263,468.327149083 9614273,702.445427644,701.868739546,699.476837219,699.266974983 9614274,335.691932658,334.551173465,334.338818446,333.928545823 9614275,448.606553798,447.570433862,445.932201237,445.825813324 9614276,533.202925775,531.725068042,529.427559180,528.857047398 9614277,647.660656796,646.629898350,643.407088775,642.808808828 9614278,484.740729320,484.621496960,483.646007266,482.027345703 9614279,665.654025568,664.267078459,662.129764668,662.116428312 9614280,542.377173258,539.945264392,539.154240016,538.125252301 9614281,555.005019478,552.826144600,552.010792200,550.396121266 9614282,417.640754639,417.287220532,416.105809210,416.191534017 9614283,702.198298073,702.759236234,698.704215063,698.108777056 9614284,332.412201748,331.071036356,332.324072434,330.509357273 9614285,500.561564906,500.845488042,500.487574335,500.413852761 9614286,497.151547384,495.277528530,495.568448519,492.751790103 9614287,736.154294843,735.788451546,732.432357604,730.826723051 9614288,715.689388459,716.450778193,712.323040777,712.118784141 9614289,427.572102603,426.783663950,424.534526634,424.489496143 9614290,413.270419704,412.688366141,412.678633838,412.141546050 9614291,545.552989018,545.139383176,544.601389021,543.155737007 9614292,500.965722951,500.213144161,498.897331214,498.300903341 9614293,580.974125562,580.567019918,577.581914275,576.048569454 9614294,504.364143779,504.218024615,502.674997410,501.893292562 9614295,492.894109849,492.018945412,491.717714777,491.158971274 9614296,546.561887722,546.015314386,543.897374669,545.847485871 9614297,620.207520090,618.091164999,616.958685712,616.491454366 9614298,693.247741641,691.464765322,688.786102257,686.925000091 9614299,558.917497304,558.305464582,558.148426920,557.134710246 9614300,441.530999796,440.261728598,440.384115765,439.167194323 9614301,480.928435859,478.932403637,478.622152199,477.630959088 9614302,608.579421994,605.795464609,607.026650917,605.603157737 9614303,381.693374104,379.691158216,380.586322221,379.858527836 9614304,675.685135303,674.919928352,671.412944653,671.409764885 9614305,560.135198106,559.372800443,558.488665478,558.000935684 9614306,610.107333350,608.313461557,608.609788394,607.031287747 9614307,563.132666738,563.295411140,561.981977678,561.990636492 9614308,402.995604793,402.749691768,400.742424545,400.351336776 9614309,423.290438693,422.488842944,421.059841939,420.562968874 9614310,408.433893852,408.266273862,405.868932778,405.683351514 9614311,414.114732474,412.681654904,413.597198686,412.562526823 9614312,479.397890492,480.205270637,478.638594198,478.309318911 9614313,538.544434016,536.653869819,536.198893391,534.830392546 9614314,479.855294401,478.685614574,477.664510805,476.663928362 9614315,420.591650368,420.079293974,419.446787526,419.018145990 9614316,382.520295600,381.870822625,382.023883739,381.079716855 9614317,581.691992043,582.127933952,579.832387838,579.673557803 9614318,538.450737752,537.474708257,534.207772211,534.844395596 9614319,396.443454320,396.584868518,395.980304418,394.747098583 9614320,724.346744389,724.511403098,719.745029753,720.101708955 9614321,617.163434867,616.141978088,611.172672911,610.628358841 9614322,517.366112435,516.508958566,514.391900699,512.430234721 9614323,653.624230873,652.994292707,650.339698571,650.350188546 9614324,604.025156097,603.246898088,598.962072385,597.836593714 9614325,405.981345155,405.395028424,404.420104419,403.116816848 9614326,553.134915896,553.028909713,551.554719665,550.375661747 9614327,696.555118004,693.950900648,689.803474622,688.314801917 9614328,540.078784152,539.334387144,538.329103039,537.181288151 9614329,565.623659473,563.636650430,563.103037993,562.826564432 9614330,459.329328480,457.926791416,457.325836369,456.942783067 9614331,512.975016648,512.104028728,510.260886132,508.801718209 9614332,518.629046850,517.238302522,515.087172618,513.929883427 9614333,494.126723860,493.018547697,492.547187310,492.194178297 9614334,429.497555358,429.042088142,427.683395099,427.592588632 9614335,385.401477574,384.564553778,385.133591584,383.165423560 ``` ## Local verification Checked all four Solidity hashes and successful validation logs. Independently compared the scoring script’s actual config-generation AST against pinned MatchRunner._build_configs with the requested seed indices: all 256 configurations and all 12 fields matched exactly. Checked eight chunks and exactly the prescribed 256 unique seeds per arm, finite scores, and complete paired coverage. Recomputed paired statistics and gas totals from the saved engine outputs. Sources below support provenance and configuration; measurements in this report are original local observations.