ZShot Gym

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parcel_redelivery

By Label

Label Runs Pass Rate Avg Calls Avg Tokens In Avg Tokens Out Tokens In per Pass
sonnet@titles 1 100.0% 27 137,987 5,674 137,987
opus@titles 1 100.0% 26 128,660 3,999 128,660
scout-clef@app-0.49 1 100.0% 42 162,842 2,663 162,842
scout-sonnet-opus@app-0.49 1 0.0% 95 628,451 16,779 —
deepseek@app-0.49 1 0.0% 31 115,504 24,356 —
luna@app-0.49 1 100.0% 59 283,929 6,862 283,929
gpt@app-0.49 1 100.0% 44 168,122 1,575 168,122
haiku@app-0.49 1 100.0% 29 158,275 13,191 158,275
sonnet@app-0.49 1 100.0% 43 281,568 17,054 281,568
opus@app-0.49 1 100.0% 33 144,140 5,028 144,140
scout-clef@app049 1 (0 metered) 0.0% — — — —
scout-sonnet-opus@app049 1 (0 metered) 0.0% — — — —
deepseek@app049 1 (0 metered) 0.0% — — — —
luna@app049 1 (0 metered) 0.0% — — — —
gpt@app049 1 (0 metered) 0.0% — — — —
haiku@app049 1 (0 metered) 0.0% — — — —
sonnet@app049 1 (0 metered) 0.0% — — — —
opus@app049 1 (0 metered) 0.0% — — — —
tags-ar 2 (1 metered) 50.0% 47 212,056 12,718 212,056
tags-ko 2 (1 metered) 50.0% 38 205,863 9,539 205,863
tags-ja 2 (1 metered) 50.0% 27 131,855 6,555 131,855
tags-en 2 100.0% 30 157,775 6,876 157,775
captions-ar 3 100.0% 28 151,056 6,124 151,056
captions-ko 3 100.0% 28 155,993 6,446 155,993
captions-ja 3 100.0% 27 139,062 5,221 139,062
captions-en 3 100.0% 27 138,919 4,818 138,919
sonnet@captions2-1015 1 100.0% 8 33,228 1,096 33,228
sonnet@captions-1015 1 0.0% 7 29,669 1,464 —
scout-sonnet-opus@ts-off2-1015 2 50.0% 81 334,366 12,349 668,732
scout-sonnet-opus@ts-img2-1015 2 50.0% 67 388,934 11,561 777,868
scout-sonnet-opus@ts-off-1015 2 50.0% 86 424,899 14,300 849,799
scout-sonnet-opus@ts-img-1015 2 0.0% 49 242,418 7,537 —
opus@pointer-1015 1 100.0% 26 120,859 3,714 120,859
scout-clef@regress-1011 1 100.0% 76 335,354 3,963 335,354
scout-decisions@regress-1011 1 0.0% 133 709,826 2,027 —
scout-sonnet-opus@regress-1011 1 0.0% 56 189,056 9,129 —
scout-sonnet@regress-1011 1 0.0% 133 737,057 18,891 —
gemini@regress-1011 1 0.0% 12 30,782 8,866 —
deepseek@regress-1011 1 0.0% 38 123,990 33,166 —
luna@regress-1011 1 0.0% 29 104,710 3,589 —
gpt@regress-1011 1 100.0% 107 520,743 4,664 520,743
sonnet@regress-1011 1 100.0% 33 179,916 5,634 179,916
haiku@regress-1011 1 0.0% 52 289,764 28,773 —
opus@regress-1011 1 100.0% 32 174,059 5,059 174,059
scout-decisions@rel5-1011 3 66.7% 49 195,972 1,719 293,958
luna-openrouter@rel5-1010 2 50.0% 38 168,414 7,294 336,829
scout-decision1@rel5-1010 2 0.0% 43 183,894 4,689 —
scout-jev-1.13-openrouter@rel5-1010 2 100.0% 61 243,242 9,833 243,242
scout-microsoft-decision-1-openrouter@rel5-1010 2 50.0% 33 116,502 2,519 233,005
luna@rel5-1010 2 50.0% 41 166,788 3,917 333,576
scout-clef@rel5-1010 2 50.0% 88 539,008 13,602 1,078,016
scout-sonnet-opus@rel5-1010 2 100.0% 51 199,230 7,781 199,230
haiku@rel5-1010 2 100.0% 38 271,453 17,583 271,453
deepseek@rel5-1010 2 0.0% 31 102,227 24,965 —
gpt@rel5-1010 2 100.0% 63 281,097 2,369 281,097
opus@rel5-1010 2 100.0% 24 116,490 3,144 116,490
sonnet@rel5-1010 2 100.0% 28 152,405 4,494 152,405
luna@rel-1010 2 50.0% 39 162,690 5,100 325,381
scout-clef@rel-1010 2 50.0% 48 180,531 2,205 361,062
scout-sonnet-opus@rel-1010 2 0.0% 23 64,572 4,390 —
haiku@rel-1010 2 0.0% 8 31,295 2,094 —
deepseek@rel-1010 2 0.0% 37 112,088 39,236 —
gpt@rel-1010 2 100.0% 58 256,391 1,888 256,391
opus@rel-1010 2 100.0% 32 151,273 5,062 151,273
sonnet@rel-1010 2 0.0% 8 33,257 1,529 —
haiku@visual-memory-1010 2 50.0% 17 86,714 5,349 173,428
scout-clef@visual-memory-1010 2 50.0% 48 172,626 1,744 345,253
scout-sonnet-opus@visual-memory-1010 2 50.0% 34 123,753 5,925 247,507
deepseek@visual-memory-1010 2 50.0% 25 78,842 13,685 157,685
gpt@visual-memory-1010 2 100.0% 60 260,536 2,038 260,536
opus@visual-memory-1010 2 100.0% 38 223,810 9,470 223,810
sonnet@visual-memory-1010 2 50.0% 19 91,670 3,391 183,340
haiku@local-1009 1 100.0% 36 225,997 15,669 225,997
scout-clef@local-1009 1 100.0% 42 166,772 1,726 166,772
scout-sonnet-opus@local-1009 1 100.0% 49 208,007 7,490 208,007
deepseek@local-1009 1 0.0% 26 79,081 13,676 —
gpt@local-1009 1 100.0% 64 286,523 2,516 286,523
opus@local-1009 1 100.0% 25 130,264 3,613 130,264
sonnet@local-1009 1 100.0% 26 140,153 4,934 140,153
haiku-replay@1008 4 (0 metered) 25.0% — — — —
haiku@replay-1008 3 100.0% 27 144,465 9,933 144,465
deepseek@local-1002 3 66.7% 44 193,598 104,073 290,397
gpt@local-1002 3 100.0% 41 206,031 1,119 206,031
opus@local-1002 3 100.0% 30 181,123 4,418 181,123
sonnet@local-1002 3 100.0% 27 166,038 5,170 166,038
scout-sonnet-opus@local-1002 3 66.7% 45 171,970 6,463 257,956
scout-sonnet 9 11.1% 44 179,887 7,557 1,618,984
scout-sonnet-opus 7 71.4% 43 163,169 5,801 228,437
sonnet 7 28.6% 46 313,229 16,507 1,096,304
scout-mercury 14 (10 metered) 35.7% 43 183,373 9,845 366,746
scout-mercury-deepseek 5 0.0% 50 156,482 47,298 —
scout-deepseek 18 16.7% 34 103,148 22,961 618,888
scout-gemini 18 0.0% 28 75,676 13,248 —
scout-qwen 8 0.0% 49 188,452 4,504 —
scout-gpt 4 25.0% 39 121,387 3,711 485,548
scout-opus 4 100.0% 44 184,473 5,918 184,473
opus-thinking 4 25.0% 43 246,920 10,717 987,682
deepseek 4 0.0% 49 196,120 115,382 —
deepseek-low 4 0.0% 67 284,869 85,248 —
gemini 4 0.0% 40 171,364 97,668 —
qwen-noreasoning 4 0.0% 62 342,610 3,564 —
opus 4 50.0% 37 220,583 8,974 441,166
deepseek-noreasoning 6 0.0% 47 179,503 3,655 —
gpt 2 100.0% 44 209,114 1,752 209,114
scout-local 2 0.0% 7 6,772 637 —
local 2 0.0% 1 0 0 —
scout+writer-turns-v3-no-captcha 1 0.0% 128 279,904 35,978 —
scout+writer-turns-v2-no-captcha 1 0.0% 50 197,821 13,116 —
scout+writer-turns-no-captcha 1 0.0% 112 252,803 32,430 —
scout+writer-turns 1 0.0% 98 465,984 11,258 —
scout+writer 1 0.0% 28 56,197 3,067 —

Sessions

ID Label Result Furthest Tokens Est. Cost Took Created
36 opus-thinking fail confirm 173,136 in / 5,492 out $0.802 2m 35s 2026-09-28 03:32
35 scout-qwen fail done 58,573 in / 2,837 out $0.022 36s 2026-09-28 03:26
34 scout-qwen fail done 64,855 in / 2,807 out $0.021 50s 2026-09-28 03:25
33 opus-thinking fail confirm 422,288 in / 24,969 out $2.19 7m 37s 2026-09-28 03:24
32 deepseek-low fail preferences 324,309 in / 129,276 out $0.229 12m 31s 2026-09-28 03:23
31 sonnet fail preferences 152,833 in / 15,462 out $0.460 3m 57s 2026-09-28 03:21
30 scout-gemini fail done 89,950 in / 4,461 out $0.044 44s 2026-09-28 03:20
29 qwen-noreasoning fail preferences 362,284 in / 3,285 out $0.000 8m 44s 2026-09-28 03:16
28 scout-gemini fail done 85,205 in / 56,580 out $0.249 4m 30s 2026-09-28 03:16
27 deepseek-low fail preferences 242,838 in / 89,943 out $0.162 9m 13s 2026-09-28 03:14
26 scout-gpt fail done 53,959 in / 2,725 out $0.033 30s 2026-09-28 03:13
25 scout-deepseek fail done 105,988 in / 4,647 out $0.044 43s 2026-09-28 03:13
24 scout-gpt fail done 53,959 in / 2,707 out $0.032 29s 2026-09-28 03:13
23 scout-deepseek fail done 52,528 in / 3,052 out $0.022 29s 2026-09-28 03:13
22 sonnet fail preferences 521,147 in / 33,588 out $1.38 8m 48s 2026-09-28 03:12
21 gemini fail preferences 62,678 in / 54,076 out $0.250 4m 26s 2026-09-28 03:12
20 gpt pass done 108,979 in / 844 out $1.07 1m 30s 2026-09-28 03:11
19 deepseek-noreasoning fail preferences 109,336 in / 3,268 out $0.026 1m 42s 2026-09-28 03:11
18 opus fail confirm 148,744 in / 3,077 out $0.657 2m 10s 2026-09-28 03:10
17 scout-local fail lookup 8,066 in / 747 out $0.003 8s 2026-09-28 03:07
16 scout-local fail lookup 5,479 in / 528 out $0.002 6s 2026-09-28 03:07
15 local fail consent 0 in / 0 out $0.000 2s 2026-09-28 03:07
14 opus pass done 156,820 in / 3,417 out $0.696 2m 16s 2026-09-28 03:07
13 deepseek-noreasoning fail done 366,601 in / 6,776 out $0.072 3m 33s 2026-09-28 03:07
12 gpt pass done 309,250 in / 2,660 out $3.23 4m 1s 2026-09-28 03:07
11 qwen-noreasoning fail preferences 363,407 in / 4,373 out $0.000 8m 58s 2026-09-28 03:07
10 gemini fail preferences 46,875 in / 47,233 out $0.212 4m 17s 2026-09-28 03:07
9 local fail consent 0 in / 0 out $0.000 3s 2026-09-28 03:07
8 deepseek-noreasoning active — — — — 2026-09-28 03:05
7 deepseek-noreasoning fail done 104,133 in / 3,439 out $0.024 1m 33s 2026-09-28 03:03
6 deepseek-noreasoning fail done 153,518 in / 3,644 out $0.038 2m 2s 2026-09-28 03:01
5 scout+writer-turns-v3-no-captcha fail confirm 279,904 in / 35,978 out $1.19 9m 20s 2026-09-27 17:35
4 scout+writer-turns-v2-no-captcha fail confirm 197,821 in / 13,116 out $0.598 2m 51s 2026-09-27 16:25
3 scout+writer-turns-no-captcha fail confirm 252,803 in / 32,430 out $1.10 8m 13s 2026-09-27 16:03
2 scout+writer-turns fail human 465,984 in / 11,258 out $0.413 2m 10s 2026-09-27 16:00
1 scout+writer fail human 56,197 in / 3,067 out $0.037 29s 2026-09-27 15:28