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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 | |
 | Ghost Scepter | 7 | 11.86% | 100.0 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | 35:52 | 26:25 | 29:42 | 33:58 | 41:10 | 47:32 | 11:28 | 08:29 |
 | Ethereal Blade | 6 | 10.17% | 98.1 | 100.00% | +60.38% | 0.00% | 0.00% | 0.00% | 35:26 | 26:54 | 30:05 | 31:08 | 41:11 | 47:47 | 11:06 | 08:13 |
 | Octarine Core | 9 | 15.25% | 96.3 | 88.89% | +50.89% | +11.11% | +11.11% | 0.00% | 35:21 | 31:27 | 32:20 | 34:49 | 35:49 | 44:19 | 03:29 | 02:34 |
 | Aether Lens | 11 | 18.64% | 94.4 | 81.82% | +44.32% | +18.18% | +18.18% | 0.00% | 34:25 | 28:46 | 31:35 | 33:11 | 36:47 | 43:45 | 05:12 | 03:51 |
 | Kaya | 37 | 62.71% | 92.6 | 59.46% | +36.73% | +7.21% | -15.02% | -2.95% | 24:24 | 10:41 | 20:35 | 24:32 | 28:07 | 41:10 | 07:32 | 05:34 |
 | Crown | 8 | 13.56% | 90.7 | 75.00% | +33.82% | +25.00% | -25.00% | -5.14% | 28:01 | 05:53 | 23:26 | 28:21 | 33:10 | 39:51 | 09:44 | 07:12 |
 | Blink Dagger | 58 | 98.31% | 88.9 | 46.55% | +46.55% | +26.78% | -17.98% | -11.78% | 17:13 | 09:34 | 15:36 | 16:38 | 19:24 | 26:39 | 03:48 | 02:48 |
 | Bottle | 59 | 100.00% | 87.0 | 45.76% | +45.76% | +0.91% | -5.76% | -6.67% | 01:59 | 00:26 | 01:13 | 01:23 | 01:35 | 36:24 | 00:22 | 00:16 |
 | Null Talisman | 59 | 100.00% | 85.2 | 45.76% | +45.76% | +7.57% | -5.76% | -12.90% | 03:54 | 00:43 | 03:20 | 03:45 | 04:22 | 11:36 | 01:02 | 00:45 |
 | Boots of Speed | 59 | 100.00% | 83.3 | 45.76% | +45.76% | +7.57% | -5.76% | -9.41% | 05:36 | 03:08 | 04:49 | 05:32 | 06:14 | 09:31 | 01:25 | 01:02 |
 | Sange | 24 | 40.68% | 81.5 | 54.17% | +14.17% | +12.50% | -37.50% | -12.71% | 26:21 | 19:00 | 23:45 | 24:55 | 27:41 | 38:04 | 03:56 | 02:54 |
 | Kaya and Sange | 22 | 37.29% | 79.6 | 54.55% | +14.01% | -4.55% | -14.55% | -1.88% | 26:59 | 21:44 | 24:32 | 26:16 | 29:51 | 33:36 | 05:19 | 03:56 |
 | Chainmail | 50 | 84.75% | 77.8 | 46.00% | +1.56% | +0.15% | -12.67% | -5.34% | 11:19 | 07:08 | 10:05 | 11:08 | 12:29 | 18:14 | 02:24 | 01:46 |
 | Witch Blade | 50 | 84.75% | 75.9 | 46.00% | +1.56% | +0.15% | -12.67% | -6.63% | 12:42 | 09:23 | 11:31 | 12:32 | 13:27 | 18:49 | 01:56 | 01:25 |
 | Magic Wand | 51 | 86.44% | 74.1 | 45.10% | -4.90% | +8.75% | +1.05% | -3.47% | 05:40 | 02:49 | 04:26 | 05:14 | 06:39 | 13:07 | 02:13 | 01:38 |
 | Magic Stick | 52 | 88.14% | 72.2 | 44.23% | -12.91% | +1.92% | +1.92% | 0.00% | 03:47 | -00:28 | 02:12 | 02:53 | 04:56 | 12:32 | 02:44 | 02:01 |
 | Dagon (level 2) | 7 | 11.86% | 70.4 | 71.43% | +29.12% | +28.57% | -21.43% | -23.08% | 34:13 | 30:13 | 31:04 | 32:30 | 33:14 | 43:01 | 02:10 | 01:36 |
 | Dagon | 7 | 11.86% | 68.5 | 71.43% | +29.12% | +28.57% | -21.43% | -8.26% | 31:22 | 23:26 | 27:07 | 31:21 | 33:10 | 39:51 | 06:03 | 04:28 |
 | Dagon (level 3) | 5 | 8.47% | 66.7 | 80.00% | +37.41% | +20.00% | -80.00% | 0.00% | 37:00 | 31:12 | 31:12 | 36:47 | 38:50 | 46:14 | 07:38 | 05:39 |
 | Void Stone | 35 | 59.32% | 64.8 | 45.71% | -0.12% | +9.85% | -1.27% | -1.28% | 24:35 | 11:09 | 18:24 | 24:21 | 27:04 | 45:12 | 08:40 | 06:25 |
 | Linken's Sphere | 18 | 30.51% | 63.0 | 50.00% | +6.10% | +10.00% | 0.00% | -1.56% | 27:07 | 21:53 | 23:49 | 25:16 | 30:14 | 36:56 | 06:25 | 04:45 |
 | Ring of Health | 19 | 32.20% | 61.1 | 47.37% | +2.37% | +12.63% | -7.37% | -2.31% | 26:56 | 17:56 | 21:34 | 25:43 | 30:13 | 45:12 | 08:39 | 06:24 |
 | Aeon Disk | 15 | 25.42% | 59.3 | 46.67% | +1.22% | +3.33% | -21.67% | -3.25% | 33:33 | 21:23 | 25:20 | 28:13 | 33:02 | 1:11:49 | 07:42 | 05:42 |
 | Dagon (level 4) | 4 | 6.78% | 57.4 | 75.00% | +31.36% | +25.00% | -75.00% | 0.00% | 39:41 | 33:38 | 33:38 | 38:32 | 40:19 | 46:14 | 06:41 | 04:57 |
 | Arcane Boots | 4 | 6.78% | 55.6 | 75.00% | +31.36% | +25.00% | +25.00% | 0.00% | 24:55 | 19:57 | 19:57 | 22:59 | 28:08 | 28:35 | 08:11 | 06:03 |
 | Overwhelming Blink | 2 | 3.39% | 53.7 | 100.00% | +56.14% | 0.00% | 0.00% | 0.00% | 48:53 | 42:54 | 42:54 | 54:52 | 54:52 | 54:52 | 11:58 | 08:51 |
 | Aghanim's Blessing | 2 | 3.39% | 51.9 | 100.00% | +56.14% | 0.00% | 0.00% | 0.00% | 42:15 | 36:15 | 36:15 | 48:14 | 48:14 | 48:14 | 11:59 | 08:52 |
 | Revenant's Brooch | 2 | 3.39% | 50.0 | 100.00% | +56.14% | 0.00% | 0.00% | 0.00% | 47:47 | 38:20 | 38:20 | 57:13 | 57:13 | 57:13 | 18:53 | 13:59 |
 | Eul's Scepter of Divinity | 14 | 23.73% | 48.1 | 42.86% | -3.81% | +32.14% | -42.86% | -11.22% | 20:46 | 14:13 | 18:04 | 20:13 | 24:45 | 25:57 | 06:41 | 04:57 |
 | Wind Lace | 14 | 23.73% | 46.3 | 42.86% | -3.81% | +32.14% | -42.86% | -9.76% | 19:41 | 12:50 | 16:31 | 19:28 | 24:12 | 25:47 | 07:41 | 05:41 |
 | Power Treads | 11 | 18.64% | 44.4 | 45.45% | -0.38% | +21.22% | -12.12% | -22.73% | 10:45 | 06:46 | 08:02 | 09:09 | 09:30 | 17:03 | 01:28 | 01:05 |
 | Aghanim's Scepter | 5 | 8.47% | 42.6 | 60.00% | +15.56% | +40.00% | +40.00% | 0.00% | 34:46 | 27:47 | 27:47 | 32:35 | 34:59 | 48:14 | 07:12 | 05:20 |
 | Aghanim's Shard | 3 | 5.08% | 40.7 | 66.67% | +22.03% | +33.33% | 0.00% | 0.00% | 47:03 | 41:39 | 41:39 | 49:35 | 49:55 | 49:55 | 08:16 | 06:07 |
 | Dagon (level 5) | 3 | 5.08% | 38.9 | 66.67% | +22.03% | +33.33% | 0.00% | 0.00% | 42:49 | 39:52 | 39:52 | 42:17 | 46:17 | 46:17 | 06:25 | 04:45 |
 | Black King Bar | 7 | 11.86% | 37.0 | 42.86% | -3.29% | +7.14% | +7.14% | 0.00% | 31:50 | 23:11 | 26:56 | 31:12 | 34:53 | 39:12 | 07:57 | 05:53 |
 | Hurricane Pike | 1 | 1.69% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.69% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:44 | 52:44 | 52:44 | 52:44 | 52:44 | 52:44 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 1.69% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:13 | 52:13 | 52:13 | 52:13 | 52:13 | 52:13 | 00:00 | 00:00 |
 | Javelin | 1 | 1.69% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.69% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.69% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:48 | 05:48 | 05:48 | 05:48 | 05:48 | 05:48 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.69% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 1.69% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.69% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 1.69% | 18.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:19 | 08:19 | 08:19 | 08:19 | 08:19 | 08:19 | 00:00 | 00:00 |
 | Ring of Protection | 4 | 6.78% | 16.7 | 25.00% | -22.27% | +75.00% | -25.00% | 0.00% | 06:16 | 02:09 | 02:09 | 04:07 | 07:17 | 11:29 | 05:08 | 03:48 |
 | Shiva's Guard | 4 | 6.78% | 14.8 | 25.00% | -22.27% | -25.00% | +75.00% | 0.00% | 30:59 | 30:45 | 30:45 | 30:50 | 31:06 | 31:15 | 00:21 | 00:15 |
 | Urn of Shadows | 3 | 5.08% | 13.0 | 0.00% | -48.21% | 0.00% | 0.00% | 0.00% | 08:55 | 07:00 | 07:00 | 08:16 | 11:30 | 11:30 | 04:30 | 03:20 |
 | Spirit Vessel | 3 | 5.08% | 11.1 | 0.00% | -48.21% | 0.00% | 0.00% | 0.00% | 13:55 | 11:23 | 11:23 | 14:45 | 15:36 | 15:36 | 04:13 | 03:07 |
 | Crystalys | 1 | 1.69% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:06 | 42:06 | 42:06 | 42:06 | 42:06 | 42:06 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.69% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.69% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:12 | 45:12 | 45:12 | 45:12 | 45:12 | 45:12 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.69% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 00:00 | 00:00 |
 | Desolator | 1 | 1.69% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 00:00 | 00:00 |