Agent Joules results

Energy is GPU-board energy only.

Judge calls are excluded from workflow totals.

Self-judging: the judge model is also a workflow model.

Models differ across tiers: local=nvidia/Llama-3.1-Nemotron-Nano-4B-v1.1 (BF16), cloudgpu=nvidia/nemotron-3-nano (FP8), nvidia=nvidia/nemotron-3-nano-omni-30b-a3b-reasoning (N/A), nebius=nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B (N/A)

tiertaskagentgross Jnet Javg Wpeak Winput tokensoutput tokenslatency msTTFT mscostqualitylabelsflags
localincident-briefPlanner600.5 [584.4 to 695.8] n=3422.6 [398.0 to 495.7] n=380.1 [65.7 to 82.3] n=391.5 [88.6 to 95.6] n=3269 [269 to 269] n=3245 [245 to 245] n=38922 [7214 to 9023] n=32247 [128 to 2737] n=30.000035 EUR [0.000033 to 0.000041] n=3 estimated3 [3 to 3] n=3 model-judgedmeasured, estimated, model-judgedbaseline-unstable, throttled
localincident-briefResearcher1239.7 [1231.9 to 1247.8] n=3912.3 [904.5 to 949.9] n=386.1 [83.5 to 94.3] n=393.5 [91.5 to 102.0] n=3517 [517 to 517] n=3512 [512 to 512] n=314254 [13284 to 14950] n=3211 [198 to 234] n=30.000076 EUR [0.000075 to 0.000079] n=3 estimated4 [3 to 4] n=3 model-judgedmeasured, estimated, model-judgedbaseline-unstable, throttled
localincident-briefWriter744.2 [681.9 to 750.8] n=3552.9 [485.6 to 572.1] n=388.3 [79.8 to 93.5] n=395.5 [93.2 to 96.8] n=3510 [510 to 510] n=3303 [303 to 303] n=38530 [7971 to 8757] n=3205 [189 to 217] n=30.000046 EUR [0.000040 to 0.000048] n=3 estimated3 [3 to 4] n=3 model-judgedmeasured, estimated, model-judgedbaseline-unstable, throttled
localincident-briefReviewer1268.0 [1248.1 to 1299.1] n=3947.0 [902.4 to 980.7] n=388.6 [81.5 to 92.2] n=392.3 [87.8 to 97.5] n=31092 [1092 to 1092] n=3512 [512 to 512] n=314313 [14202 to 15418] n=3317 [295 to 419] n=30.000079 EUR [0.000075 to 0.000082] n=3 estimated4 [4 to 4] n=3 model-judgedmeasured, estimated, model-judgedbaseline-unstable, throttled
localapi-migrationPlanner1421.4 [1407.6 to 1581.5] n=31095.6 [1071.6 to 1175.8] n=394.2 [87.2 to 98.9] n=3102.0 [98.4 to 102.3] n=3280 [280 to 280] n=3589 [589 to 589] n=314985 [14531 to 18094] n=3145 [118 to 2226] n=30.000091 EUR [0.000089 to 0.000098] n=3 estimated4 [4 to 4] n=3 model-judgedmeasured, estimated, model-judgedbaseline-unstable, throttled
localapi-migrationResearcher1927.0 [1895.6 to 1929.4] n=31470.0 [1443.4 to 1483.7] n=395.9 [95.1 to 97.8] n=3105.6 [100.8 to 160.7] n=3873 [873 to 873] n=3768 [768 to 768] n=320170 [19879 to 20385] n=3262 [236 to 283] n=30.0001 EUR [0.0001 to 0.0001] n=3 estimated4 [4 to 4] n=3 model-judgedmeasured, estimated, model-judgedbaseline-unstable, throttled
localapi-migrationWriter1902.1 [1884.5 to 1913.8] n=31444.1 [1428.4 to 1474.8] n=394.1 [92.2 to 98.6] n=3102.5 [100.9 to 104.3] n=3866 [866 to 866] n=3768 [768 to 768] n=320343 [19583 to 20424] n=3236 [236 to 245] n=30.0001 EUR [0.0001 to 0.0001] n=3 estimated4 [4 to 5] n=3 model-judgedmeasured, estimated, model-judgedbaseline-unstable, throttled
localapi-migrationReviewer1968.7 [1961.9 to 1975.1] n=31499.4 [1497.8 to 1525.3] n=395.5 [93.8 to 99.3] n=3101.8 [101.8 to 103.4] n=31825 [1825 to 1825] n=3768 [768 to 768] n=320695 [20061 to 20930] n=3486 [478 to 521] n=30.0001 EUR [0.0001 to 0.0001] n=3 estimated5 [4 to 5] n=3 model-judgedmeasured, estimated, model-judgedbaseline-unstable, throttled
localenergy-explainerPlanner952.5 [942.0 to 1042.9] n=3728.4 [707.6 to 782.0] n=391.6 [88.6 to 95.7] n=399.4 [98.4 to 104.9] n=3218 [218 to 218] n=3384 [384 to 384] n=310455 [9995 to 11634] n=392 [69 to 2237] n=30.000061 EUR [0.000059 to 0.000065] n=3 estimated3 [3 to 3] n=2 of 3 model-judgedmeasured, estimated, model-judgedbaseline-unstable, throttled
localenergy-explainerResearcher973.8 [907.6 to 982.4] n=3719.6 [698.1 to 757.1] n=397.4 [86.0 to 98.0] n=3100.6 [94.3 to 101.0] n=3608 [608 to 608] n=3384 [384 to 384] n=310046 [9345 to 11337] n=3197 [180 to 206] n=30.000060 EUR [0.000058 to 0.000063] n=3 estimated3 [3 to 3] n=2 of 3 model-judgedmeasured, estimated, model-judgedbaseline-unstable, throttled
localenergy-explainerWriter807.1 [804.7 to 816.7] n=3619.0 [615.8 to 621.2] n=396.3 [93.8 to 96.7] n=3101.0 [99.7 to 101.3] n=3601 [601 to 601] n=3322 [322 to 322] n=38426 [8390 to 8718] n=3191 [189 to 191] n=30.000052 EUR [0.000051 to 0.000052] n=3 estimated4 [4 to 4] n=2 of 3 model-judgedmeasured, estimated, model-judgedbaseline-unstable, throttled
localenergy-explainerReviewer771.0 [763.4 to 781.8] n=3584.6 [580.5 to 586.7] n=393.4 [87.0 to 96.4] n=3101.7 [97.8 to 102.5] n=3931 [931 to 931] n=3297 [297 to 297] n=38219 [7974 to 8978] n=3278 [270 to 290] n=30.000049 EUR [0.000048 to 0.000049] n=3 estimated4 [4 to 4] n=3 model-judgedmeasured, estimated, model-judgedbaseline-unstable, throttled
cloudgpuincident-briefPlanner347.5 [323.5 to 459.4] n=3217.5 [201.2 to 279.2] n=3314.6 [240.0 to 322.5] n=3323.9 [323.6 to 324.9] n=3295 [295 to 295] n=3351 [329 to 462] n=31094 [1027 to 1517] n=329 [29 to 175] n=30.0014 USD [0.0013 to 0.0020] n=3 estimated4 [4 to 4] n=3 model-judgedmeasured, estimated, model-judged
cloudgpuincident-briefResearcher381.7 [352.1 to 480.2] n=3245.1 [221.5 to 300.2] n=3317.6 [314.7 to 319.7] n=3324.9 [323.9 to 325.8] n=3650 [628 to 761] n=3354 [340 to 476] n=31150 [1099 to 1517] n=367 [66 to 69] n=30.0015 USD [0.0014 to 0.0020] n=3 estimated4 [4 to 4] n=3 model-judgedmeasured, estimated, model-judged
cloudgpuincident-briefWriter352.6 [351.1 to 483.1] n=3219.7 [217.2 to 307.4] n=3319.7 [319.2 to 322.2] n=3325.2 [323.4 to 325.9] n=3643 [621 to 754] n=3354 [341 to 465] n=31140 [1103 to 1478] n=366 [65 to 67] n=30.0015 USD [0.0014 to 0.0019] n=3 estimated4 [4 to 4] n=3 model-judgedmeasured, estimated, model-judgedduplicate-output
cloudgpuincident-briefReviewer386.1 [352.2 to 448.1] n=3250.1 [221.2 to 276.1] n=3319.9 [319.1 to 321.8] n=3325.2 [322.8 to 325.5] n=31008 [981 to 1241] n=3354 [340 to 452] n=31143 [1103 to 1448] n=368 [66 to 71] n=30.0015 USD [0.0014 to 0.0019] n=3 estimated4 [4 to 4] n=3 model-judgedmeasured, estimated, model-judgedduplicate-output
cloudgpuapi-migrationPlanner622.9 [592.0 to 650.5] n=3401.6 [368.3 to 421.7] n=3327.7 [324.4 to 328.1] n=3328.7 [326.8 to 330.1] n=3291 [291 to 291] n=3611 [604 to 625] n=31885 [1864 to 1928] n=329 [28 to 29] n=30.0024 USD [0.0024 to 0.0025] n=3 estimated4 [4 to 4] n=3 model-judgedmeasured, estimated, model-judged
cloudgpuapi-migrationResearcher779.9 [654.3 to 783.3] n=3494.1 [425.8 to 498.1] n=3326.0 [324.7 to 326.9] n=3328.7 [326.9 to 329.7] n=3906 [899 to 920] n=3768 [610 to 768] n=32403 [1926 to 2409] n=371 [65 to 71] n=30.0031 USD [0.0025 to 0.0031] n=3 estimated4 [4 to 4] n=3 model-judgedmeasured, estimated, model-judged
cloudgpuapi-migrationWriter687.9 [686.2 to 713.7] n=3440.0 [436.7 to 455.0] n=3326.6 [324.5 to 327.3] n=3329.5 [326.9 to 329.9] n=3899 [892 to 913] n=3669 [664 to 694] n=32100 [2089 to 2179] n=367 [65 to 69] n=30.0027 USD [0.0027 to 0.0028] n=3 estimated5 [4 to 5] n=3 model-judgedmeasured, estimated, model-judged
cloudgpuapi-migrationReviewer691.1 [688.5 to 786.4] n=3441.1 [432.9 to 500.3] n=3327.5 [327.4 to 328.6] n=3329.1 [328.8 to 330.4] n=31730 [1575 to 1760] n=3681 [668 to 768] n=32154 [2107 to 2412] n=370 [69 to 71] n=30.0028 USD [0.0027 to 0.0031] n=3 estimated5 [3 to 5] n=3 model-judgedmeasured, estimated, model-judged
cloudgpuenergy-explainerPlanner262.5 [229.8 to 293.8] n=3165.7 [140.6 to 187.4] n=3327.4 [325.3 to 327.9] n=3328.4 [326.5 to 329.0] n=3224 [224 to 224] n=3259 [237 to 286] n=3814 [746 to 895] n=328 [28 to 29] n=30.0010 USD [0.0010 to 0.0012] n=3 estimated4 [4 to 4] n=2 of 3 model-judgedmeasured, estimated, model-judged
cloudgpuenergy-explainerResearcher265.3 [265.1 to 290.9] n=3173.5 [172.1 to 179.3] n=3330.0 [322.8 to 330.1] n=3330.6 [326.0 to 331.2] n=3487 [465 to 514] n=3249 [245 to 286] n=3785 [770 to 939] n=331 [29 to 72] n=30.0010 USD [0.0010 to 0.0012] n=3 estimated4 [4 to 4] n=3 model-judgedmeasured, estimated, model-judgedduplicate-output
cloudgpuenergy-explainerWriter266.5 [263.9 to 295.3] n=3174.8 [166.8 to 188.7] n=3329.8 [327.0 to 331.8] n=3331.0 [328.5 to 333.3] n=3480 [458 to 507] n=3259 [245 to 286] n=3814 [772 to 897] n=330 [30 to 30] n=30.0010 USD [0.0010 to 0.0012] n=3 estimated4 [4 to 4] n=2 of 3 model-judgedmeasured, estimated, model-judgedduplicate-output
cloudgpuenergy-explainerReviewer291.9 [258.4 to 326.3] n=3193.5 [159.6 to 215.5] n=3325.3 [325.1 to 326.3] n=3329.3 [328.2 to 331.5] n=3737 [719 to 801] n=3252 [251 to 286] n=3831 [828 to 932] n=365 [65 to 71] n=30.0011 USD [0.0011 to 0.0012] n=3 estimated4 [4 to 4] n=2 of 3 model-judgedmeasured, estimated, model-judgedduplicate-output
nvidiaincident-briefPlannerN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)295 [295 to 295] n=3381 [340 to 426] n=39720 [8476 to 11677] n=31568 [246 to 2865] n=3N/A (free-tier-no-price)4 [4 to 4] n=3 model-judgedmeasured, model-judged, N/A
nvidiaincident-briefResearcherN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)679 [638 to 724] n=3381 [355 to 415] n=37775 [7524 to 8535] n=3482 [253 to 571] n=3N/A (free-tier-no-price)4 [4 to 4] n=3 model-judgedmeasured, model-judged, N/A
nvidiaincident-briefWriterN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)672 [631 to 717] n=3384 [377 to 415] n=36874 [5236 to 7683] n=3253 [241 to 257] n=3N/A (free-tier-no-price)4 [4 to 4] n=3 model-judgedmeasured, model-judged, N/Aduplicate-output
nvidiaincident-briefReviewerN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)1056 [1037 to 1128] n=3380 [363 to 415] n=39913 [9844 to 10671] n=3334 [268 to 585] n=3N/A (free-tier-no-price)4 [4 to 4] n=3 model-judgedmeasured, model-judged, N/Aduplicate-output
nvidiaapi-migrationPlannerN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)291 [291 to 291] n=3574 [514 to 621] n=39865 [9088 to 11759] n=3587 [247 to 928] n=3N/A (free-tier-no-price)4 [4 to 5] n=3 model-judgedmeasured, model-judged, N/A
nvidiaapi-migrationResearcherN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)868 [808 to 915] n=3768 [648 to 768] n=314980 [8266 to 19005] n=3255 [240 to 2157] n=3N/A (free-tier-no-price)4 [4 to 5] n=3 model-judgedmeasured, model-judged, N/A
nvidiaapi-migrationWriterN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)861 [801 to 908] n=3759 [736 to 768] n=317618 [12666 to 17657] n=3355 [257 to 357] n=3N/A (free-tier-no-price)5 [4 to 5] n=3 model-judgedmeasured, model-judged, N/A
nvidiaapi-migrationReviewerN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)1823 [1678 to 1832] n=3768 [768 to 768] n=316800 [15600 to 17080] n=3324 [275 to 358] n=3N/A (free-tier-no-price)4 [4 to 4] n=3 model-judgedmeasured, model-judged, N/A
nvidiaenergy-explainerPlannerN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)224 [224 to 224] n=3266 [251 to 273] n=35597 [4910 to 6608] n=3836 [458 to 1089] n=3N/A (free-tier-no-price)4 [4 to 4] n=3 model-judgedmeasured, model-judged, N/A
nvidiaenergy-explainerResearcherN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)493 [478 to 500] n=3274 [273 to 352] n=37025 [4569 to 7587] n=3289 [258 to 352] n=3N/A (free-tier-no-price)4 [4 to 4] n=3 model-judgedmeasured, model-judged, N/Aduplicate-output
nvidiaenergy-explainerWriterN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)486 [471 to 493] n=3274 [273 to 296] n=35677 [2793 to 5935] n=3530 [256 to 584] n=3N/A (free-tier-no-price)4 [4 to 4] n=3 model-judgedmeasured, model-judged, N/Aduplicate-output
nvidiaenergy-explainerReviewerN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)775 [773 to 875] n=3295 [274 to 355] n=36422 [4010 to 7572] n=3391 [266 to 746] n=3N/A (free-tier-no-price)4 [4 to 5] n=3 model-judgedmeasured, model-judged, N/Aduplicate-output
nebiusincident-briefPlannerN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)295 [295 to 295] n=3427 [377 to 442] n=31592 [1328 to 1758] n=3246 [237 to 408] n=30.0001 USD [0.0001 to 0.0001] n=3 estimated4 [4 to 4] n=3 model-judgedmeasured, estimated, model-judged, N/A
nebiusincident-briefResearcherN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)726 [676 to 741] n=3442 [382 to 454] n=31695 [1330 to 1890] n=3285 [232 to 378] n=30.0002 USD [0.0001 to 0.0002] n=3 estimated4 [4 to 4] n=3 model-judgedmeasured, estimated, model-judged, N/Aduplicate-output
nebiusincident-briefWriterN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)719 [669 to 734] n=3430 [382 to 442] n=31776 [1464 to 2036] n=3276 [273 to 393] n=30.0001 USD [0.0001 to 0.0002] n=3 estimated4 [4 to 4] n=3 model-judgedmeasured, estimated, model-judged, N/Aduplicate-output
nebiusincident-briefReviewerN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)1184 [1064 to 1184] n=3443 [382 to 453] n=31748 [1367 to 1854] n=3287 [285 to 349] n=30.0002 USD [0.0002 to 0.0002] n=3 estimated4 [4 to 4] n=3 model-judgedmeasured, estimated, model-judged, N/Aduplicate-output
nebiusapi-migrationPlannerN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)291 [291 to 291] n=3672 [627 to 768] n=32499 [2439 to 2794] n=3242 [236 to 264] n=30.0002 USD [0.0002 to 0.0002] n=3 estimated4 [4 to 5] n=3 model-judgedmeasured, estimated, model-judged, N/A
nebiusapi-migrationResearcherN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)967 [922 to 1064] n=3580 [565 to 768] n=32749 [2233 to 4390] n=3343 [274 to 559] n=30.0002 USD [0.0002 to 0.0002] n=3 estimated4 [4 to 4] n=3 model-judgedmeasured, estimated, model-judged, N/A
nebiusapi-migrationWriterN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)960 [915 to 1057] n=3768 [678 to 768] n=32539 [2479 to 3579] n=3401 [316 to 446] n=30.0002 USD [0.0002 to 0.0002] n=3 estimated4 [4 to 5] n=3 model-judgedmeasured, estimated, model-judged, N/A
nebiusapi-migrationReviewerN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)1645 [1630 to 1744] n=3768 [710 to 768] n=32583 [2368 to 3212] n=3308 [270 to 374] n=30.0003 USD [0.0003 to 0.0003] n=3 estimated4 [4 to 5] n=3 model-judgedmeasured, estimated, model-judged, N/A
nebiusenergy-explainerPlannerN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)224 [224 to 224] n=3289 [276 to 296] n=31225 [1159 to 1690] n=3248 [218 to 252] n=30.000083 USD [0.000080 to 0.000084] n=3 estimated4 [4 to 4] n=3 model-judgedmeasured, estimated, model-judged, N/A
nebiusenergy-explainerResearcherN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)517 [504 to 524] n=3288 [282 to 289] n=31283 [1212 to 1530] n=3274 [271 to 274] n=30.0001 USD [0.000098 to 0.0001] n=3 estimated4 [4 to 4] n=2 of 3 model-judgedmeasured, estimated, model-judged, N/A
nebiusenergy-explainerWriterN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)510 [497 to 517] n=3296 [296 to 316] n=31380 [1173 to 1437] n=3265 [256 to 365] n=30.0001 USD [0.0001 to 0.0001] n=3 estimated4 [4 to 4] n=3 model-judgedmeasured, estimated, model-judged, N/Aduplicate-output
nebiusenergy-explainerReviewerN/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)N/A (hosted-tier)813 [807 to 834] n=3287 [285 to 295] n=31288 [1253 to 1507] n=3278 [268 to 293] n=30.0001 USD [0.0001 to 0.0001] n=3 estimated4 [4 to 4] n=2 of 3 model-judgedmeasured, estimated, model-judged, N/A
Net joules per step and tier; N/A where no GPU-board energy was measured

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