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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Force Staff | 90 | 44.33% | 100.0 | 54.44% | +20.81% | +15.13% | -13.53% | -3.43% | 25:37 | 13:40 | 20:37 | 23:48 | 28:58 | 55:56 | 08:21 | 06:11 |
 | Stout Shield | 65 | 32.02% | 98.9 | 55.38% | +18.42% | +7.12% | +7.12% | 0.00% | -09:44 | -14:52 | -11:51 | -10:39 | -09:22 | 05:08 | 02:29 | 01:50 |
 | Blade Mail | 60 | 29.56% | 97.9 | 55.00% | +17.24% | +18.33% | -21.67% | -7.43% | 18:44 | 09:42 | 15:18 | 17:50 | 20:41 | 41:29 | 05:23 | 03:59 |
 | Aghanim's Scepter | 67 | 33.00% | 96.8 | 53.73% | +16.23% | +10.98% | -0.79% | -0.99% | 34:23 | 18:47 | 26:59 | 32:40 | 38:54 | 1:02:50 | 11:55 | 08:49 |
 | Chainmail | 64 | 31.53% | 95.7 | 51.56% | +12.71% | +23.44% | -26.56% | -6.86% | 14:26 | 04:31 | 10:15 | 14:20 | 17:32 | 28:58 | 07:17 | 05:23 |
 | Power Treads | 43 | 21.18% | 94.7 | 53.49% | +13.49% | +19.24% | -8.04% | -3.75% | 12:24 | 04:21 | 07:18 | 11:12 | 14:34 | 29:32 | 07:16 | 05:22 |
 | Black King Bar | 11 | 5.42% | 93.6 | 72.73% | +31.58% | +27.27% | -39.40% | -3.61% | 39:29 | 21:21 | 25:01 | 37:19 | 43:28 | 1:36:09 | 18:27 | 13:40 |
 | Magic Wand | 161 | 79.31% | 92.6 | 44.72% | +9.01% | +2.78% | -7.22% | -1.92% | 10:52 | 01:05 | 08:00 | 10:14 | 13:12 | 29:56 | 05:12 | 03:51 |
 | Boots of Speed | 203 | 100.00% | 91.5 | 42.86% | +42.86% | -7.57% | -1.68% | 1.55% | 02:44 | -12:11 | 01:32 | 03:06 | 05:20 | 13:56 | 03:48 | 02:48 |
 | Magic Stick | 180 | 88.67% | 90.4 | 40.56% | -20.31% | +12.77% | -2.78% | -2.92% | 05:34 | -09:54 | 02:54 | 05:22 | 08:13 | 19:22 | 05:19 | 03:56 |
 | Aghanim's Shard | 21 | 10.34% | 89.4 | 57.14% | +15.93% | +2.86% | +2.86% | 0.00% | 28:26 | 17:24 | 22:47 | 27:51 | 32:14 | 39:34 | 09:27 | 07:00 |
 | Arcane Boots | 8 | 3.94% | 88.3 | 75.00% | +33.46% | +25.00% | +25.00% | 0.00% | 14:56 | 08:18 | 08:51 | 12:02 | 20:25 | 24:55 | 11:34 | 08:34 |
 | Tranquil Boots | 121 | 59.61% | 87.2 | 39.67% | -7.89% | +10.33% | +7.00% | -0.64% | 08:42 | 03:28 | 05:39 | 08:02 | 10:51 | 29:58 | 05:12 | 03:51 |
 | Fluffy Hat | 44 | 21.67% | 86.2 | 45.45% | +3.31% | -9.09% | +18.19% | 3.63% | 16:55 | 08:08 | 10:55 | 15:41 | 18:26 | 55:56 | 07:31 | 05:34 |
 | Bracer | 34 | 16.75% | 85.1 | 47.06% | +5.05% | +8.50% | -9.56% | -4.61% | 12:21 | 03:48 | 09:33 | 10:45 | 13:28 | 26:34 | 03:55 | 02:54 |
 | Bottle | 3 | 1.48% | 84.0 | 100.00% | +58.00% | 0.00% | 0.00% | 0.00% | 06:57 | 02:30 | 02:30 | 05:42 | 12:40 | 12:40 | 10:10 | 07:31 |
 | Wind Lace | 104 | 51.23% | 83.0 | 36.54% | -12.95% | +1.92% | +13.46% | 2.14% | 04:14 | -01:30 | -01:29 | 03:19 | 06:53 | 33:43 | 08:22 | 06:11 |
 | Boots of Travel | 5 | 2.46% | 81.9 | 80.00% | +38.08% | +20.00% | +20.00% | 0.00% | 46:28 | 30:24 | 30:24 | 43:40 | 49:34 | 1:09:26 | 19:10 | 14:11 |
 | Ghost Scepter | 26 | 12.81% | 80.9 | 46.15% | +3.78% | +10.99% | +3.85% | -0.83% | 34:54 | 17:27 | 28:41 | 30:55 | 37:18 | 1:10:35 | 08:37 | 06:22 |
 | Void Stone | 19 | 9.36% | 79.8 | 47.37% | +4.98% | -27.37% | -7.37% | 1.91% | 33:42 | 15:48 | 26:29 | 34:55 | 36:58 | 56:43 | 10:29 | 07:45 |
 | Buckler | 11 | 5.42% | 78.7 | 54.55% | +12.36% | +12.12% | +12.12% | 0.00% | 23:22 | 09:17 | 17:35 | 23:48 | 27:19 | 36:17 | 09:44 | 07:12 |
 | Quelling Blade | 11 | 5.42% | 77.7 | 54.55% | +12.36% | +12.12% | -21.22% | -8.59% | 02:00 | -12:49 | -01:29 | 01:09 | 05:22 | 13:56 | 06:51 | 05:04 |
 | Lotus Orb | 11 | 5.42% | 76.6 | 54.55% | +12.36% | +12.12% | -54.55% | -14.39% | 42:01 | 32:59 | 36:21 | 39:03 | 40:59 | 1:09:31 | 04:38 | 03:25 |
 | Ring of Protection | 69 | 33.99% | 75.5 | 33.33% | -14.43% | -9.80% | -9.80% | 0.00% | 07:04 | -14:52 | -01:29 | 07:44 | 11:26 | 49:55 | 12:55 | 09:34 |
 | Medallion of Courage | 16 | 7.88% | 74.5 | 43.75% | +0.97% | +6.25% | +6.25% | 0.00% | 27:04 | 17:16 | 19:59 | 23:04 | 29:00 | 49:33 | 09:01 | 06:40 |
 | Mekansm | 4 | 1.97% | 73.4 | 75.00% | +32.79% | +25.00% | +25.00% | 0.00% | 23:31 | 16:28 | 16:28 | 22:37 | 25:43 | 29:16 | 09:15 | 06:51 |
 | Ring of Basilius | 7 | 3.45% | 72.3 | 57.14% | +14.79% | +42.86% | -7.14% | -2.13% | 24:20 | 05:08 | 12:33 | 17:35 | 36:00 | 49:55 | 23:27 | 17:22 |
 | Ring of Health | 37 | 18.23% | 71.3 | 32.43% | -12.75% | -10.21% | +12.01% | 1.38% | 27:27 | 12:02 | 19:04 | 26:32 | 35:11 | 44:01 | 16:07 | 11:56 |
 | Ring of Aquila | 2 | 0.99% | 70.2 | 100.00% | +57.71% | 0.00% | 0.00% | 0.00% | 37:55 | 22:00 | 22:00 | 53:49 | 53:49 | 53:49 | 31:49 | 23:34 |
 | Assault Cuirass | 2 | 0.99% | 69.1 | 100.00% | +57.71% | 0.00% | 0.00% | 0.00% | 37:08 | 31:21 | 31:21 | 42:54 | 42:54 | 42:54 | 11:33 | 08:33 |
 | Shiva's Guard | 2 | 0.99% | 68.1 | 100.00% | +57.71% | 0.00% | 0.00% | 0.00% | 30:39 | 25:07 | 25:07 | 36:11 | 36:11 | 36:11 | 11:04 | 08:11 |
 | Solar Crest | 11 | 5.42% | 67.0 | 45.45% | +2.74% | +21.22% | +21.22% | 0.00% | 31:03 | 22:29 | 24:14 | 29:13 | 33:20 | 50:51 | 09:06 | 06:44 |
 | Sange | 11 | 5.42% | 66.0 | 45.45% | +2.74% | -12.12% | -12.12% | 0.00% | 42:15 | 20:10 | 26:28 | 39:18 | 40:40 | 1:55:01 | 14:12 | 10:31 |
 | Eul's Scepter of Divinity | 8 | 3.94% | 64.9 | 50.00% | +7.44% | -50.00% | +50.00% | 9.68% | 32:16 | 15:48 | 23:23 | 31:00 | 33:43 | 57:04 | 10:20 | 07:39 |
 | Heaven's Halberd | 8 | 3.94% | 63.8 | 50.00% | +7.44% | 0.00% | 0.00% | 0.00% | 48:10 | 29:09 | 29:16 | 37:59 | 42:24 | 1:55:01 | 13:08 | 09:43 |
 | Headdress | 12 | 5.91% | 62.8 | 41.67% | -1.26% | +25.00% | -8.34% | -1.59% | 33:20 | 12:31 | 18:30 | 30:47 | 39:31 | 1:07:31 | 21:01 | 15:34 |
 | Glimmer Cape | 5 | 2.46% | 61.7 | 60.00% | +17.58% | -60.00% | +40.00% | 5.66% | 30:23 | 17:39 | 17:39 | 32:54 | 35:19 | 37:42 | 17:40 | 13:05 |
 | Blink Dagger | 5 | 2.46% | 60.6 | 60.00% | +17.58% | +40.00% | -60.00% | -6.09% | 38:08 | 25:05 | 25:05 | 38:09 | 41:31 | 52:45 | 16:26 | 12:10 |
 | Drum of Endurance | 9 | 4.43% | 59.6 | 44.44% | +1.66% | -44.44% | +55.56% | 24.90% | 22:49 | 11:28 | 12:54 | 16:24 | 16:55 | 60:02 | 04:01 | 02:58 |
 | Urn of Shadows | 35 | 17.24% | 58.5 | 25.71% | -20.72% | +29.85% | -14.60% | -7.75% | 12:14 | 06:08 | 09:42 | 10:46 | 15:26 | 19:12 | 05:44 | 04:14 |
 | Vladmir's Offering | 6 | 2.96% | 57.4 | 50.00% | +7.36% | 0.00% | +50.00% | 3.82% | 43:26 | 20:39 | 37:02 | 37:34 | 50:07 | 1:07:31 | 13:05 | 09:41 |
 | Trusty Shovel | 6 | 2.96% | 56.4 | 50.00% | +7.36% | +50.00% | -50.00% | -16.67% | 15:10 | 09:00 | 09:00 | 12:00 | 15:00 | 33:00 | 06:00 | 04:26 |
 | Orb of Venom | 3 | 1.48% | 55.3 | 66.67% | +24.17% | +33.33% | 0.00% | 0.00% | 02:52 | 01:13 | 01:13 | 02:07 | 05:17 | 05:17 | 04:04 | 03:00 |
 | Null Talisman | 3 | 1.48% | 54.3 | 66.67% | +24.17% | +33.33% | 0.00% | 0.00% | 30:24 | 26:32 | 26:32 | 27:11 | 37:29 | 37:29 | 10:57 | 08:06 |
 | Poor Man's Shield | 7 | 3.45% | 53.2 | 42.86% | 0.00% | -42.86% | +7.14% | 50.00% | -01:26 | -01:29 | -01:29 | -01:29 | -01:25 | -01:17 | 00:04 | 00:02 |
 | Phase Boots | 12 | 5.91% | 52.1 | 33.33% | -10.13% | 0.00% | 0.00% | 0.00% | 07:56 | 04:56 | 06:05 | 07:16 | 08:15 | 12:32 | 02:10 | 01:36 |
 | Crown | 4 | 1.97% | 51.1 | 50.00% | +7.29% | +50.00% | -50.00% | 0.00% | 19:03 | 12:34 | 12:34 | 14:43 | 22:25 | 26:31 | 09:51 | 07:17 |
 | Ascetic's Cap | 4 | 1.97% | 50.0 | 50.00% | +7.29% | +50.00% | -50.00% | 0.00% | 43:45 | 38:00 | 38:00 | 40:00 | 45:00 | 52:00 | 07:00 | 05:11 |
 | Kaya | 1 | 0.49% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.49% | 47.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:08 | 1:12:08 | 1:12:08 | 1:12:08 | 1:12:08 | 1:12:08 | 00:00 | 00:00 |
 | Chipped Vest | 1 | 0.49% | 46.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Possessed Mask | 1 | 0.49% | 46.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.49% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.49% | 43.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:34 | 1:06:34 | 1:06:34 | 1:06:34 | 1:06:34 | 1:06:34 | 00:00 | 00:00 |
 | Spider Legs | 1 | 0.49% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.49% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:31 | 59:31 | 59:31 | 59:31 | 59:31 | 59:31 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.49% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:04 | 57:04 | 57:04 | 57:04 | 57:04 | 57:04 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.49% | 39.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:56 | 47:56 | 47:56 | 47:56 | 47:56 | 47:56 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.49% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.49% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 00:00 | 00:00 |
 | Telescope | 1 | 0.49% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |
 | Vanguard | 5 | 2.46% | 35.1 | 40.00% | -2.93% | +60.00% | -40.00% | -12.63% | 19:37 | 12:15 | 12:15 | 18:00 | 20:10 | 30:05 | 07:55 | 05:51 |
 | Spirit Vessel | 5 | 2.46% | 34.0 | 40.00% | -2.93% | +60.00% | -40.00% | -15.96% | 24:53 | 20:45 | 20:45 | 25:09 | 27:01 | 28:29 | 06:16 | 04:38 |
 | Tumbler's Toy | 6 | 2.96% | 33.0 | 33.33% | -9.82% | -33.33% | +66.67% | 50.00% | 12:10 | 09:00 | 10:00 | 11:00 | 12:00 | 20:00 | 02:00 | 01:28 |
 | Hand of Midas | 6 | 2.96% | 31.9 | 33.33% | -9.82% | +66.67% | -33.33% | -7.43% | 22:29 | 15:48 | 16:02 | 19:52 | 29:30 | 29:37 | 13:28 | 09:58 |
 | Veil of Discord | 2 | 0.99% | 30.9 | 50.00% | +7.21% | +50.00% | 0.00% | 0.00% | 16:44 | 16:21 | 16:21 | 17:06 | 17:06 | 17:06 | 00:45 | 00:33 |
 | Arcane Ring | 2 | 0.99% | 29.8 | 50.00% | +7.21% | +50.00% | 0.00% | 0.00% | 17:00 | 14:00 | 14:00 | 20:00 | 20:00 | 20:00 | 06:00 | 04:26 |
 | Hood of Defiance | 10 | 4.93% | 28.7 | 20.00% | -24.04% | +13.33% | -20.00% | -3.97% | 23:12 | 16:11 | 18:27 | 20:47 | 26:51 | 37:26 | 08:24 | 06:13 |
 | Soul Ring | 3 | 1.48% | 27.7 | 33.33% | -9.67% | -33.33% | 0.00% | 0.00% | 31:41 | 14:35 | 14:35 | 36:53 | 43:34 | 43:34 | 28:59 | 21:28 |
 | Crimson Guard | 3 | 1.48% | 26.6 | 33.33% | -9.67% | +66.67% | 0.00% | 0.00% | 26:47 | 19:54 | 19:54 | 23:26 | 37:02 | 37:02 | 17:08 | 12:41 |
 | Dragon Scale | 3 | 1.48% | 25.5 | 33.33% | -9.67% | -33.33% | 0.00% | 0.00% | 26:20 | 19:00 | 19:00 | 20:00 | 40:00 | 40:00 | 21:00 | 15:33 |
 | Essence Ring | 3 | 1.48% | 24.5 | 33.33% | -9.67% | +66.67% | 0.00% | 0.00% | 25:20 | 21:00 | 21:00 | 24:00 | 31:00 | 31:00 | 10:00 | 07:24 |
 | Morbid Mask | 3 | 1.48% | 23.4 | 33.33% | -9.67% | -33.33% | 0.00% | 0.00% | 35:35 | 20:11 | 20:11 | 36:26 | 50:07 | 50:07 | 29:56 | 22:10 |
 | Ceremonial Robe | 4 | 1.97% | 22.3 | 25.00% | -18.22% | -25.00% | +75.00% | 0.00% | 32:45 | 29:00 | 29:00 | 31:00 | 33:00 | 38:00 | 04:00 | 02:57 |
 | Pipe of Insight | 5 | 2.46% | 21.3 | 20.00% | -23.43% | -20.00% | -20.00% | 0.00% | 29:18 | 22:47 | 22:47 | 30:54 | 31:23 | 31:56 | 08:36 | 06:22 |
 | Blight Stone | 7 | 3.45% | 20.2 | 14.29% | -29.59% | -14.29% | -14.29% | 0.00% | 22:28 | 15:12 | 18:00 | 22:25 | 23:04 | 28:59 | 05:04 | 03:45 |
 | Philosopher's Stone | 7 | 3.45% | 19.1 | 14.29% | -29.59% | -14.29% | +35.71% | 12.50% | 22:26 | 19:00 | 19:00 | 21:00 | 23:00 | 30:00 | 04:00 | 02:57 |
 | Quickening Charm | 2 | 0.99% | 18.1 | 0.00% | -43.28% | 0.00% | 0.00% | 0.00% | 30:30 | 30:00 | 30:00 | 31:00 | 31:00 | 31:00 | 01:00 | 00:44 |
 | Maelstrom | 1 | 0.49% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:10 | 28:10 | 28:10 | 28:10 | 28:10 | 28:10 | 00:00 | 00:00 |
 | Pig Pole | 2 | 0.99% | 16.0 | 0.00% | -43.28% | 0.00% | 0.00% | 0.00% | 13:00 | 12:00 | 12:00 | 14:00 | 14:00 | 14:00 | 02:00 | 01:28 |
 | Bullwhip | 1 | 0.49% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.49% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:13 | 19:13 | 19:13 | 19:13 | 19:13 | 19:13 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.49% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:37 | 14:37 | 14:37 | 14:37 | 14:37 | 14:37 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.49% | 11.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 00:00 | 00:00 |
 | Stormcrafter | 1 | 0.49% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:00 | 44:00 | 44:00 | 44:00 | 44:00 | 44:00 | 00:00 | 00:00 |
 | Cloak of Flames | 1 | 0.49% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.49% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 00:00 | 00:00 |
 | Enchanted Quiver | 1 | 0.49% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 00:00 | 00:00 |
 | Broom Handle | 1 | 0.49% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.49% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:59 | 49:59 | 49:59 | 49:59 | 49:59 | 49:59 | 00:00 | 00:00 |
 | Vambrace | 2 | 0.99% | 4.3 | 0.00% | -43.28% | 0.00% | 0.00% | 0.00% | 26:00 | 22:00 | 22:00 | 30:00 | 30:00 | 30:00 | 08:00 | 05:55 |
 | Keen Optic | 1 | 0.49% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.49% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 00:00 | 00:00 |
 | Fairy's Trinket | 3 | 1.48% | 1.1 | 0.00% | -43.50% | 0.00% | 0.00% | 0.00% | 13:20 | 11:00 | 11:00 | 11:00 | 18:00 | 18:00 | 07:00 | 05:11 |