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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 | |
 | Aether Lens | 11 | 7.59% | 100.0 | 81.82% | +44.51% | +18.18% | -15.15% | -5.48% | 39:15 | 32:15 | 34:32 | 36:54 | 40:37 | 49:33 | 06:05 | 04:30 |
 | Kaya and Sange | 46 | 31.72% | 97.9 | 54.35% | +20.01% | -12.68% | +0.20% | 1.32% | 27:20 | 17:01 | 21:39 | 26:36 | 31:23 | 41:40 | 09:44 | 07:12 |
 | Kaya | 53 | 36.55% | 95.7 | 52.83% | +19.13% | -14.37% | +1.02% | 1.46% | 25:17 | 13:17 | 19:18 | 25:49 | 29:52 | 41:34 | 10:34 | 07:49 |
 | Sange | 49 | 33.79% | 93.6 | 53.06% | +18.68% | -11.39% | -11.39% | 0.00% | 25:49 | 11:58 | 20:02 | 25:48 | 29:46 | 40:25 | 09:44 | 07:12 |
 | Aghanim's Scepter | 105 | 72.41% | 91.5 | 45.71% | +18.21% | +4.29% | -3.40% | -1.53% | 23:45 | 14:59 | 21:09 | 23:41 | 26:10 | 34:34 | 05:01 | 03:42 |
 | Chainmail | 83 | 57.24% | 89.4 | 46.99% | +14.73% | -4.13% | +5.39% | 4.92% | 08:43 | 05:02 | 07:10 | 08:11 | 09:06 | 25:31 | 01:56 | 01:25 |
 | Phase Boots | 83 | 57.24% | 87.2 | 46.99% | +14.73% | -4.13% | -4.13% | 0.00% | 09:25 | 06:03 | 07:51 | 09:01 | 10:05 | 25:57 | 02:14 | 01:39 |
 | Null Talisman | 115 | 79.31% | 85.1 | 44.35% | +17.68% | -2.97% | -2.97% | 0.00% | 04:36 | 02:06 | 03:37 | 04:08 | 05:16 | 10:42 | 01:39 | 01:13 |
 | Void Stone | 105 | 72.41% | 83.0 | 44.76% | +14.76% | +1.39% | -2.45% | -0.94% | 14:45 | 07:54 | 11:24 | 12:57 | 15:30 | 48:48 | 04:06 | 03:02 |
 | Magic Stick | 130 | 89.66% | 80.9 | 42.31% | +15.64% | +6.17% | +4.57% | -0.42% | 04:18 | -01:29 | 02:21 | 04:00 | 06:10 | 15:49 | 03:49 | 02:49 |
 | Octarine Core | 8 | 5.52% | 78.7 | 75.00% | +36.31% | +25.00% | -75.00% | 0.00% | 40:43 | 32:27 | 34:32 | 35:48 | 47:17 | 50:28 | 12:45 | 09:26 |
 | Boots of Speed | 145 | 100.00% | 76.6 | 40.69% | +40.69% | -10.13% | +9.31% | 11.22% | 04:50 | -01:29 | 03:57 | 04:46 | 05:41 | 10:54 | 01:44 | 01:17 |
 | Wind Lace | 104 | 71.72% | 74.5 | 42.31% | +5.72% | -11.54% | 0.00% | 2.47% | 11:53 | 04:26 | 09:07 | 11:21 | 13:47 | 29:17 | 04:40 | 03:27 |
 | Eul's Scepter of Divinity | 99 | 68.28% | 72.3 | 42.42% | +5.46% | +5.58% | -10.42% | -4.95% | 15:29 | 09:43 | 13:23 | 15:16 | 16:37 | 27:33 | 03:14 | 02:23 |
 | Quelling Blade | 142 | 97.93% | 70.2 | 40.14% | -26.53% | +12.64% | +2.72% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | -00:48 | 00:00 | 00:00 |
 | Bottle | 138 | 95.17% | 68.1 | 39.86% | -17.28% | -2.72% | -13.39% | -10.67% | 01:52 | 00:49 | 01:30 | 01:43 | 02:02 | 07:17 | 00:32 | 00:23 |
 | Aghanim's Shard | 22 | 15.17% | 66.0 | 54.55% | +16.34% | +28.78% | -34.55% | -9.48% | 29:45 | 20:10 | 26:25 | 27:05 | 33:06 | 40:18 | 06:41 | 04:57 |
 | Magic Wand | 121 | 83.45% | 63.8 | 40.50% | -1.17% | +9.50% | -3.83% | -3.52% | 06:57 | 01:04 | 04:38 | 06:10 | 08:25 | 28:03 | 03:47 | 02:48 |
 | Aeon Disk | 18 | 12.41% | 61.7 | 55.56% | +16.98% | -15.56% | -5.56% | 0.93% | 37:42 | 25:09 | 31:55 | 38:21 | 42:38 | 51:31 | 10:43 | 07:56 |
 | Black King Bar | 26 | 17.93% | 59.6 | 50.00% | +11.34% | +21.43% | -33.33% | -11.41% | 31:36 | 23:22 | 28:52 | 31:22 | 33:40 | 49:33 | 04:48 | 03:33 |
 | Scythe of Vyse | 2 | 1.38% | 57.4 | 100.00% | +60.14% | 0.00% | 0.00% | 0.00% | 35:08 | 34:12 | 34:12 | 36:04 | 36:04 | 36:04 | 01:52 | 01:22 |
 | Dagon (level 2) | 3 | 2.07% | 55.3 | 66.67% | +26.53% | -66.67% | 0.00% | 0.00% | 37:25 | 30:33 | 30:33 | 37:00 | 44:43 | 44:43 | 14:10 | 10:29 |
 | Dagon | 3 | 2.07% | 53.2 | 66.67% | +26.53% | -66.67% | 0.00% | 0.00% | 35:05 | 29:15 | 29:15 | 34:11 | 41:50 | 41:50 | 12:35 | 09:19 |
 | Crown | 3 | 2.07% | 51.1 | 66.67% | +26.53% | -66.67% | 0.00% | 0.00% | 35:05 | 29:15 | 29:15 | 34:11 | 41:50 | 41:50 | 12:35 | 09:19 |
 | Dagon (level 3) | 3 | 2.07% | 48.9 | 66.67% | +26.53% | -66.67% | 0.00% | 0.00% | 38:46 | 32:29 | 32:29 | 37:00 | 46:48 | 46:48 | 14:19 | 10:36 |
 | Shiva's Guard | 8 | 5.52% | 46.8 | 37.50% | -3.38% | +12.50% | -37.50% | 0.00% | 37:47 | 27:06 | 33:21 | 38:31 | 40:14 | 42:32 | 06:53 | 05:05 |
 | Tranquil Boots | 1 | 0.69% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:40 | 16:40 | 16:40 | 16:40 | 16:40 | 16:40 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 0.69% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.69% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 00:00 | 00:00 |
 | Urn of Shadows | 13 | 8.97% | 38.3 | 23.08% | -19.34% | +43.59% | +10.25% | -5.99% | 07:29 | 02:41 | 03:44 | 06:39 | 09:18 | 15:40 | 05:34 | 04:07 |
 | Ring of Protection | 13 | 8.97% | 36.2 | 23.08% | -19.34% | +43.59% | +10.25% | -5.00% | 06:32 | 00:24 | 01:53 | 06:11 | 08:33 | 15:01 | 06:40 | 04:56 |
 | Orchid Malevolence | 7 | 4.83% | 34.0 | 28.57% | -12.73% | -28.57% | +21.43% | 0.00% | 15:34 | 12:57 | 14:22 | 15:18 | 17:08 | 17:17 | 02:46 | 02:02 |
 | Power Treads | 8 | 5.52% | 31.9 | 25.00% | -16.61% | +25.00% | +25.00% | 0.00% | 09:53 | 07:54 | 08:09 | 09:42 | 10:17 | 12:58 | 02:08 | 01:34 |
 | Ring of Health | 2 | 1.38% | 29.8 | 50.00% | +9.44% | +50.00% | 0.00% | 0.00% | 32:32 | 31:45 | 31:45 | 33:19 | 33:19 | 33:19 | 01:34 | 01:09 |
 | Desolator | 2 | 1.38% | 27.7 | 50.00% | +9.44% | +50.00% | 0.00% | 0.00% | 44:45 | 29:45 | 29:45 | 59:45 | 59:45 | 59:45 | 30:00 | 22:13 |
 | Linken's Sphere | 2 | 1.38% | 25.5 | 50.00% | +9.44% | +50.00% | 0.00% | 0.00% | 33:31 | 32:58 | 32:58 | 34:04 | 34:04 | 34:04 | 01:06 | 00:48 |
 | Dagon (level 4) | 2 | 1.38% | 23.4 | 50.00% | +9.44% | -50.00% | 0.00% | 0.00% | 37:14 | 35:52 | 35:52 | 38:35 | 38:35 | 38:35 | 02:43 | 02:00 |
 | Blight Stone | 3 | 2.07% | 21.3 | 33.33% | -7.52% | -33.33% | 0.00% | 0.00% | 29:20 | -01:29 | -01:29 | 29:45 | 59:45 | 59:45 | 1:01:14 | 45:21 |
 | Spirit Vessel | 7 | 4.83% | 19.1 | 14.29% | -27.74% | -14.29% | +35.71% | 0.00% | 18:21 | 13:51 | 14:42 | 15:43 | 16:07 | 35:34 | 01:25 | 01:02 |
 | Force Staff | 1 | 0.69% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.69% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:52 | 1:04:52 | 1:04:52 | 1:04:52 | 1:04:52 | 1:04:52 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.69% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:21 | 39:21 | 39:21 | 39:21 | 39:21 | 39:21 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.69% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:51 | 1:05:51 | 1:05:51 | 1:05:51 | 1:05:51 | 1:05:51 | 00:00 | 00:00 |
 | Witch Blade | 1 | 0.69% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 00:00 | 00:00 |
 | Fluffy Hat | 3 | 2.07% | 6.4 | 0.00% | -41.55% | 0.00% | 0.00% | 0.00% | 09:48 | 03:05 | 03:05 | 05:10 | 21:08 | 21:08 | 18:03 | 13:22 |
 | Falcon Blade | 1 | 0.69% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:01 | 09:01 | 09:01 | 09:01 | 09:01 | 09:01 | 00:00 | 00:00 |
 | Arcane Boots | 2 | 1.38% | 2.1 | 0.00% | -41.26% | 0.00% | 0.00% | 0.00% | 32:45 | 27:05 | 27:05 | 38:24 | 38:24 | 38:24 | 11:19 | 08:22 |