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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 | |
 | Morbid Mask | 55 | 12.76% | 100.0 | 69.09% | +21.22% | +9.48% | -26.23% | -6.30% | 32:35 | 11:17 | 29:58 | 33:06 | 35:38 | 47:34 | 05:40 | 04:11 |
 | Buckler | 238 | 55.22% | 98.6 | 59.24% | +19.34% | +14.09% | -13.48% | -3.76% | 25:55 | 07:01 | 22:23 | 25:25 | 29:43 | 43:14 | 07:20 | 05:25 |
 | Ring of Protection | 263 | 61.02% | 97.1 | 57.79% | +18.50% | -1.73% | -12.34% | -1.28% | 23:34 | -01:29 | 20:12 | 24:28 | 28:29 | 43:14 | 08:17 | 06:08 |
 | Assault Cuirass | 224 | 51.97% | 95.7 | 57.59% | +14.59% | +22.77% | -14.73% | -5.81% | 28:14 | 19:56 | 24:34 | 27:44 | 31:01 | 43:40 | 06:27 | 04:46 |
 | Silver Edge | 124 | 28.77% | 94.2 | 58.87% | +11.64% | -0.81% | -0.81% | 0.00% | 27:42 | 14:55 | 24:27 | 26:34 | 30:44 | 47:31 | 06:17 | 04:39 |
 | Satanic | 44 | 10.21% | 92.8 | 65.91% | +17.07% | +6.82% | -20.46% | -4.84% | 35:47 | 24:37 | 32:34 | 34:48 | 38:12 | 50:18 | 05:38 | 04:10 |
 | Bracer | 264 | 61.25% | 91.3 | 54.55% | +10.24% | +7.57% | -7.58% | -6.23% | 03:23 | 00:43 | 01:42 | 03:09 | 04:08 | 13:54 | 02:26 | 01:48 |
 | Shadow Blade | 144 | 33.41% | 89.9 | 56.94% | +9.55% | -1.38% | -4.16% | -0.34% | 24:01 | 10:22 | 20:04 | 22:44 | 28:19 | 48:02 | 08:15 | 06:06 |
 | Phase Boots | 374 | 86.77% | 88.4 | 52.14% | +11.79% | +7.43% | -6.98% | -8.08% | 07:42 | 04:06 | 06:40 | 07:32 | 08:27 | 21:45 | 01:47 | 01:19 |
 | Chainmail | 374 | 86.77% | 87.0 | 52.14% | +11.79% | +6.37% | -2.68% | -5.22% | 07:01 | 02:15 | 06:02 | 06:52 | 07:46 | 21:25 | 01:44 | 01:17 |
 | Blink Dagger | 31 | 7.19% | 85.5 | 67.74% | +18.49% | +32.26% | -5.24% | -3.21% | 38:18 | 24:33 | 31:07 | 37:25 | 42:49 | 1:03:38 | 11:42 | 08:40 |
 | Magic Wand | 288 | 66.82% | 84.1 | 52.43% | +5.58% | -7.99% | +5.90% | 3.17% | 08:15 | -01:29 | 05:52 | 08:00 | 10:15 | 26:15 | 04:23 | 03:14 |
 | Crystalys | 163 | 37.82% | 82.6 | 54.60% | +6.47% | -0.94% | +3.94% | 0.64% | 26:45 | 10:23 | 22:51 | 26:01 | 30:25 | 47:42 | 07:34 | 05:36 |
 | Black King Bar | 402 | 93.27% | 81.2 | 51.24% | +9.86% | +14.11% | -9.24% | -5.41% | 18:06 | 12:18 | 15:35 | 17:16 | 19:54 | 33:33 | 04:19 | 03:11 |
 | Magic Stick | 312 | 72.39% | 79.7 | 51.92% | +4.86% | -1.92% | -1.92% | 0.00% | 05:11 | -01:30 | 02:18 | 04:35 | 07:57 | 24:55 | 05:39 | 04:11 |
 | Boots of Speed | 431 | 100.00% | 78.3 | 50.58% | +50.58% | +0.35% | -7.06% | -3.61% | 05:01 | 00:57 | 03:53 | 05:00 | 05:56 | 10:47 | 02:03 | 01:31 |
 | Quelling Blade | 428 | 99.30% | 76.8 | 50.47% | -16.20% | -12.15% | -2.81% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | 02:01 | 00:00 | 00:00 |
 | Bottle | 231 | 53.60% | 75.4 | 51.95% | +2.95% | -3.67% | +4.95% | 8.62% | 02:15 | 00:52 | 01:37 | 01:50 | 02:10 | 26:12 | 00:33 | 00:24 |
 | Scythe of Vyse | 59 | 13.69% | 73.9 | 57.63% | +8.17% | -4.30% | -4.30% | 0.00% | 35:47 | 22:30 | 31:18 | 34:20 | 39:14 | 59:49 | 07:56 | 05:52 |
 | Void Stone | 126 | 29.23% | 72.5 | 51.59% | +1.43% | +4.66% | -9.65% | -0.90% | 31:31 | 11:00 | 23:16 | 31:54 | 39:07 | 1:05:42 | 15:51 | 11:44 |
 | Aghanim's Scepter | 47 | 10.90% | 71.0 | 57.45% | +7.71% | +9.22% | -24.12% | -4.53% | 36:19 | 23:10 | 31:16 | 34:53 | 38:38 | 58:42 | 07:22 | 05:27 |
 | Helm of Iron Will | 167 | 38.75% | 69.6 | 48.50% | -3.39% | -8.02% | +6.26% | 2.24% | 08:08 | 02:20 | 03:12 | 05:50 | 09:34 | 56:25 | 06:22 | 04:42 |
 | Ring of Health | 61 | 14.15% | 68.1 | 54.10% | +4.10% | -0.77% | -0.77% | 0.00% | 38:30 | 03:36 | 32:33 | 39:10 | 46:58 | 1:12:18 | 14:25 | 10:40 |
 | Heaven's Halberd | 92 | 21.35% | 66.7 | 51.09% | +0.65% | +9.78% | -7.61% | -2.19% | 23:50 | 13:41 | 19:13 | 22:49 | 27:10 | 41:54 | 07:57 | 05:53 |
 | Sange | 131 | 30.39% | 65.2 | 48.85% | -2.48% | +17.82% | -3.40% | -2.56% | 21:03 | 10:15 | 16:13 | 20:27 | 24:30 | 38:44 | 08:17 | 06:08 |
 | Armlet of Mordiggian | 152 | 35.27% | 63.8 | 48.03% | -3.94% | +1.97% | -3.29% | -1.51% | 10:21 | 06:34 | 08:20 | 10:06 | 11:49 | 22:47 | 03:29 | 02:34 |
 | Daedalus | 19 | 4.41% | 62.3 | 63.16% | +13.16% | -3.16% | +36.84% | 0.00% | 39:55 | 30:51 | 35:31 | 39:20 | 42:06 | 1:07:04 | 06:35 | 04:52 |
 | Yasha | 24 | 5.57% | 60.9 | 58.33% | +8.21% | -8.33% | +25.00% | 6.87% | 24:06 | 15:36 | 20:44 | 24:11 | 25:35 | 37:12 | 04:51 | 03:35 |
 | Sange and Yasha | 23 | 5.34% | 59.4 | 56.52% | +6.27% | -6.52% | +10.15% | 3.05% | 24:47 | 17:40 | 21:02 | 24:11 | 26:30 | 37:16 | 05:28 | 04:02 |
 | Orchid Malevolence | 57 | 13.23% | 58.0 | 45.61% | -5.73% | -2.75% | -31.32% | -2.80% | 21:30 | 12:06 | 14:20 | 19:04 | 24:32 | 1:03:08 | 10:12 | 07:33 |
 | Linken's Sphere | 19 | 4.41% | 56.5 | 57.89% | +7.65% | +2.11% | +2.11% | 0.00% | 33:43 | 19:53 | 30:42 | 33:57 | 37:50 | 43:24 | 07:08 | 05:17 |
 | Soul Ring | 29 | 6.73% | 55.1 | 51.72% | +1.22% | +5.42% | +5.42% | 0.00% | 13:04 | 03:29 | 10:07 | 12:38 | 13:57 | 30:40 | 03:50 | 02:50 |
 | Refresher Orb | 32 | 7.42% | 53.6 | 50.00% | -0.63% | +12.50% | -12.50% | -2.65% | 47:07 | 33:32 | 40:37 | 45:51 | 50:03 | 1:12:18 | 09:26 | 06:59 |
 | Nullifier | 13 | 3.02% | 52.2 | 61.54% | +11.30% | -28.21% | -28.21% | 0.00% | 36:01 | 21:55 | 27:03 | 36:14 | 41:13 | 56:25 | 14:10 | 10:29 |
 | Overwhelming Blink | 7 | 1.62% | 50.7 | 71.43% | +21.19% | +28.57% | -21.43% | 0.00% | 48:40 | 42:08 | 43:58 | 47:37 | 47:42 | 1:03:51 | 03:44 | 02:45 |
 | Aghanim's Shard | 50 | 11.60% | 49.3 | 40.00% | -11.97% | -1.54% | +1.67% | 0.25% | 34:24 | 17:43 | 26:24 | 31:17 | 39:23 | 56:46 | 12:59 | 09:37 |
 | Eye of Skadi | 3 | 0.70% | 47.8 | 100.00% | +49.77% | 0.00% | 0.00% | 0.00% | 29:17 | 25:41 | 25:41 | 29:17 | 32:52 | 32:52 | 07:11 | 05:19 |
 | Mage Slayer | 8 | 1.86% | 46.4 | 62.50% | +12.15% | -12.50% | -12.50% | 0.00% | 37:08 | 20:32 | 26:05 | 31:17 | 42:13 | 58:22 | 16:08 | 11:57 |
 | Heart of Tarrasque | 6 | 1.39% | 44.9 | 66.67% | +16.32% | -66.67% | +33.33% | 0.00% | 22:06 | 16:55 | 17:25 | 18:01 | 23:47 | 36:33 | 06:22 | 04:42 |
 | Wind Lace | 25 | 5.80% | 43.5 | 40.00% | -11.23% | +10.00% | -23.33% | -4.95% | 09:49 | 02:36 | 05:19 | 07:50 | 12:03 | 38:59 | 06:44 | 04:59 |
 | Bloodthorn | 9 | 2.09% | 42.0 | 55.56% | +5.09% | -5.56% | -5.56% | 0.00% | 40:26 | 21:45 | 27:35 | 40:56 | 51:13 | 1:03:09 | 23:38 | 17:30 |
 | Moon Shard | 4 | 0.93% | 40.6 | 75.00% | +24.65% | +25.00% | +25.00% | 0.00% | 43:00 | 23:58 | 23:58 | 24:39 | 55:19 | 1:08:05 | 31:21 | 23:13 |
 | Swift Blink | 4 | 0.93% | 39.1 | 75.00% | +24.65% | +25.00% | +25.00% | 0.00% | 46:41 | 40:20 | 40:20 | 43:11 | 49:01 | 54:13 | 08:41 | 06:25 |
 | Skull Basher | 10 | 2.32% | 37.7 | 50.00% | -0.59% | +50.00% | 0.00% | 0.00% | 36:55 | 19:29 | 26:56 | 28:20 | 47:11 | 1:14:59 | 20:15 | 15:00 |
 | Fluffy Hat | 2 | 0.46% | 36.2 | 100.00% | +49.65% | 0.00% | 0.00% | 0.00% | 17:21 | 05:19 | 05:19 | 29:23 | 29:23 | 29:23 | 24:04 | 17:49 |
 | Wraith Pact | 2 | 0.46% | 34.8 | 100.00% | +49.65% | 0.00% | 0.00% | 0.00% | 19:39 | 16:47 | 16:47 | 22:30 | 22:30 | 22:30 | 05:43 | 04:14 |
 | Drum of Endurance | 2 | 0.46% | 33.3 | 100.00% | +49.65% | 0.00% | 0.00% | 0.00% | 11:54 | 11:31 | 11:31 | 12:16 | 12:16 | 12:16 | 00:45 | 00:33 |
 | Vladmir's Offering | 2 | 0.46% | 31.9 | 100.00% | +49.65% | 0.00% | 0.00% | 0.00% | 15:05 | 11:57 | 11:57 | 18:13 | 18:13 | 18:13 | 06:16 | 04:38 |
 | Ring of Basilius | 2 | 0.46% | 30.4 | 100.00% | +49.65% | 0.00% | 0.00% | 0.00% | 14:44 | 11:16 | 11:16 | 18:12 | 18:12 | 18:12 | 06:56 | 05:08 |
 | Vanguard | 7 | 1.62% | 29.0 | 42.86% | -7.85% | -42.86% | +7.14% | 0.00% | 39:34 | 07:52 | 31:23 | 38:02 | 39:51 | 1:15:11 | 08:28 | 06:16 |
 | Lotus Orb | 4 | 0.93% | 27.5 | 50.00% | -0.59% | +50.00% | -50.00% | 0.00% | 36:32 | 31:03 | 31:03 | 33:11 | 35:35 | 46:20 | 04:32 | 03:21 |
 | Blade Mail | 1 | 0.23% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:49 | 10:49 | 10:49 | 10:49 | 10:49 | 10:49 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.23% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:54 | 06:54 | 06:54 | 06:54 | 06:54 | 06:54 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.23% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:23 | 29:23 | 29:23 | 29:23 | 29:23 | 29:23 | 00:00 | 00:00 |
 | Abyssal Blade | 5 | 1.16% | 21.7 | 40.00% | -10.70% | -40.00% | -40.00% | 0.00% | 46:54 | 34:37 | 34:37 | 38:17 | 50:02 | 1:15:11 | 15:25 | 11:25 |
 | Aeon Disk | 5 | 1.16% | 20.3 | 40.00% | -10.70% | -40.00% | +60.00% | 0.00% | 46:02 | 23:47 | 23:47 | 49:22 | 56:31 | 59:14 | 32:44 | 24:14 |
 | Aghanim's Blessing | 7 | 1.62% | 18.8 | 28.57% | -22.37% | +21.43% | -28.57% | 0.00% | 54:41 | 50:57 | 53:36 | 54:03 | 55:49 | 58:44 | 02:13 | 01:38 |
 | Radiance | 7 | 1.62% | 17.4 | 28.57% | -22.37% | +71.43% | -28.57% | 0.00% | 31:17 | 22:07 | 22:30 | 25:00 | 32:42 | 57:42 | 10:12 | 07:33 |
 | Shiva's Guard | 8 | 1.86% | 15.9 | 25.00% | -26.06% | +25.00% | -25.00% | 0.00% | 37:37 | 25:50 | 31:02 | 37:22 | 39:01 | 54:37 | 07:59 | 05:54 |
 | Meteor Hammer | 2 | 0.46% | 14.5 | 50.00% | -0.58% | +50.00% | 0.00% | 0.00% | 11:22 | 11:06 | 11:06 | 11:37 | 11:37 | 11:37 | 00:31 | 00:22 |
 | Crown | 2 | 0.46% | 13.0 | 50.00% | -0.58% | -50.00% | 0.00% | 0.00% | 09:03 | 08:22 | 08:22 | 09:43 | 09:43 | 09:43 | 01:21 | 01:00 |
 | Ghost Scepter | 2 | 0.46% | 11.6 | 50.00% | -0.58% | +50.00% | 0.00% | 0.00% | 45:15 | 37:12 | 37:12 | 53:18 | 53:18 | 53:18 | 16:06 | 11:55 |
 | Spirit Vessel | 4 | 0.93% | 10.1 | 25.00% | -25.82% | -25.00% | +75.00% | 0.00% | 11:51 | 10:23 | 10:23 | 12:01 | 12:25 | 12:36 | 02:02 | 01:30 |
 | Urn of Shadows | 4 | 0.93% | 8.7 | 25.00% | -25.82% | -25.00% | -25.00% | 0.00% | 04:56 | 03:56 | 03:56 | 03:56 | 04:19 | 07:33 | 00:23 | 00:17 |
 | Power Treads | 1 | 0.23% | 7.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:49 | 09:49 | 09:49 | 09:49 | 09:49 | 09:49 | 00:00 | 00:00 |
 | Divine Rapier | 3 | 0.70% | 5.8 | 0.00% | -50.93% | 0.00% | 0.00% | 0.00% | 41:22 | 38:40 | 38:40 | 38:44 | 46:43 | 46:43 | 08:03 | 05:57 |
 | Crimson Guard | 1 | 0.23% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.23% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:01 | 52:01 | 52:01 | 52:01 | 52:01 | 52:01 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.23% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:11 | 11:11 | 11:11 | 11:11 | 11:11 | 11:11 | 00:00 | 00:00 |