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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 | |
 | Linken's Sphere | 19 | 13.19% | 100.0 | 84.21% | +38.61% | -24.21% | -4.21% | 3.87% | 30:35 | 24:54 | 26:56 | 28:32 | 32:06 | 45:10 | 05:10 | 03:49 |
 | Satanic | 19 | 13.19% | 98.5 | 78.95% | +32.55% | +21.05% | -38.95% | -8.51% | 27:04 | 18:04 | 21:12 | 25:30 | 28:15 | 49:24 | 07:03 | 05:13 |
 | Cornucopia | 27 | 18.75% | 97.1 | 74.07% | +28.77% | -2.64% | -16.93% | -1.71% | 33:39 | 21:22 | 27:24 | 31:53 | 35:44 | 57:07 | 08:20 | 06:10 |
 | Morbid Mask | 28 | 19.44% | 95.6 | 71.43% | +25.74% | -14.29% | 0.00% | 7.79% | 08:56 | 05:17 | 07:08 | 08:11 | 08:58 | 18:57 | 01:50 | 01:21 |
 | Bracer | 47 | 32.64% | 94.1 | 63.83% | +19.50% | -5.50% | +19.50% | 15.15% | 03:01 | -00:17 | 01:49 | 02:15 | 03:28 | 11:46 | 01:39 | 01:13 |
 | Refresher Orb | 11 | 7.64% | 92.6 | 81.82% | +33.70% | -15.15% | -15.15% | 0.00% | 44:13 | 33:04 | 40:13 | 44:26 | 45:42 | 57:22 | 05:29 | 04:03 |
 | Yasha | 23 | 15.97% | 91.2 | 69.57% | +22.46% | -2.90% | +30.43% | 3.60% | 22:36 | 13:51 | 17:21 | 21:36 | 26:36 | 34:18 | 09:15 | 06:51 |
 | Harpoon | 117 | 81.25% | 89.7 | 55.56% | +25.93% | +23.75% | -7.28% | -5.43% | 19:07 | 11:51 | 15:37 | 17:36 | 21:20 | 39:35 | 05:43 | 04:14 |
 | Mask of Madness | 25 | 17.36% | 88.2 | 68.00% | +20.94% | -1.33% | -1.33% | 0.00% | 09:52 | 08:06 | 09:19 | 09:47 | 10:29 | 12:33 | 01:10 | 00:51 |
 | Diadem | 118 | 81.94% | 86.8 | 55.08% | +24.31% | +18.25% | -13.70% | -5.81% | 17:48 | 09:52 | 14:14 | 16:28 | 19:44 | 39:30 | 05:30 | 04:04 |
 | Magic Stick | 74 | 51.39% | 85.3 | 56.76% | +12.47% | +6.40% | -17.87% | -8.62% | 02:15 | -01:29 | -01:29 | 01:27 | 04:18 | 17:27 | 05:47 | 04:17 |
 | Sange | 17 | 11.81% | 83.8 | 70.59% | +22.56% | +29.41% | -45.59% | -12.36% | 26:47 | 16:09 | 23:11 | 24:44 | 29:15 | 43:23 | 06:04 | 04:29 |
 | Magic Wand | 122 | 84.72% | 82.4 | 52.46% | +11.55% | -0.85% | -9.13% | -1.88% | 02:51 | -01:29 | -01:29 | 02:16 | 05:53 | 17:27 | 07:22 | 05:27 |
 | Echo Sabre | 126 | 87.50% | 80.9 | 51.59% | +7.15% | +17.16% | -9.65% | -9.63% | 14:03 | 09:06 | 12:21 | 13:41 | 15:08 | 31:43 | 02:47 | 02:03 |
 | Manta Style | 21 | 14.58% | 79.4 | 66.67% | +18.70% | +13.33% | +33.33% | 2.52% | 25:58 | 17:08 | 21:22 | 24:00 | 29:18 | 39:36 | 07:56 | 05:52 |
 | Blink Dagger | 120 | 83.33% | 77.9 | 51.67% | +5.84% | +1.66% | -1.67% | -0.36% | 20:38 | 10:30 | 15:53 | 18:46 | 25:13 | 40:31 | 09:20 | 06:54 |
 | Boots of Speed | 144 | 100.00% | 76.5 | 50.69% | +50.69% | -0.69% | -9.02% | -2.72% | 05:45 | 01:26 | 04:11 | 05:44 | 07:15 | 10:43 | 03:04 | 02:16 |
 | Black King Bar | 72 | 50.00% | 75.0 | 54.17% | +6.95% | +23.61% | -4.17% | -3.08% | 26:55 | 15:15 | 21:54 | 26:07 | 30:55 | 37:56 | 09:01 | 06:40 |
 | Power Treads | 137 | 95.14% | 73.5 | 50.36% | -6.78% | +8.46% | -3.30% | -3.75% | 08:27 | 04:05 | 06:46 | 08:32 | 09:54 | 12:33 | 03:08 | 02:19 |
 | Assault Cuirass | 7 | 4.86% | 72.1 | 85.71% | +36.80% | +14.29% | -35.71% | 0.00% | 31:56 | 24:10 | 27:10 | 33:46 | 34:45 | 36:04 | 07:35 | 05:37 |
 | Bottle | 9 | 6.25% | 70.6 | 77.78% | +28.89% | +22.22% | -27.78% | 0.00% | 03:20 | 00:52 | 01:16 | 01:38 | 02:02 | 17:26 | 00:46 | 00:34 |
 | Ring of Protection | 11 | 7.64% | 69.1 | 72.73% | +23.86% | +27.27% | -39.40% | -6.96% | 26:52 | 03:24 | 22:44 | 27:26 | 32:19 | 35:51 | 09:35 | 07:05 |
 | Heaven's Halberd | 13 | 9.03% | 67.6 | 69.23% | +20.38% | +30.77% | -69.23% | -20.07% | 28:18 | 24:19 | 24:56 | 25:51 | 29:55 | 39:01 | 04:59 | 03:41 |
 | Ring of Health | 96 | 66.67% | 66.2 | 46.88% | -11.45% | -9.38% | +3.12% | 10.42% | 03:43 | 01:16 | 02:28 | 03:06 | 03:40 | 34:19 | 01:12 | 00:53 |
 | Helm of Iron Will | 35 | 24.31% | 64.7 | 54.29% | +4.75% | +12.38% | -32.07% | -5.27% | 22:27 | 09:44 | 17:28 | 21:27 | 25:54 | 37:59 | 08:26 | 06:14 |
 | Headdress | 22 | 15.28% | 63.2 | 59.09% | +9.91% | +24.24% | +20.91% | -0.77% | 17:21 | 09:19 | 14:38 | 18:18 | 18:56 | 24:58 | 04:18 | 03:11 |
 | Pipe of Insight | 18 | 12.50% | 61.8 | 61.11% | +11.90% | +18.89% | +13.89% | -1.45% | 19:57 | 11:55 | 18:30 | 19:44 | 21:57 | 28:21 | 03:27 | 02:33 |
 | Quelling Blade | 32 | 22.22% | 60.3 | 53.13% | +3.13% | +9.37% | +9.37% | 0.00% | 00:07 | -01:29 | -01:29 | -01:29 | -01:28 | 36:57 | 00:01 | 00:00 |
 | Octarine Core | 6 | 4.17% | 58.8 | 83.33% | +34.05% | +16.67% | -83.33% | 0.00% | 33:50 | 24:32 | 28:27 | 28:45 | 40:21 | 46:11 | 11:54 | 08:48 |
 | Wraith Band | 22 | 15.28% | 57.4 | 54.55% | +4.55% | +12.12% | -14.55% | -14.82% | 05:06 | -01:29 | 02:23 | 02:56 | 04:11 | 30:21 | 01:48 | 01:20 |
 | Crimson Guard | 27 | 18.75% | 55.9 | 51.85% | +1.42% | +19.58% | -51.85% | -12.21% | 22:50 | 12:35 | 19:24 | 23:18 | 25:15 | 36:28 | 05:51 | 04:20 |
 | Vanguard | 79 | 54.86% | 54.4 | 40.51% | -22.57% | -10.51% | -10.51% | 0.00% | 07:39 | 04:39 | 05:45 | 06:16 | 07:54 | 34:19 | 02:09 | 01:35 |
 | Buckler | 9 | 6.25% | 52.9 | 66.67% | +17.04% | +33.33% | -16.67% | 0.00% | 30:45 | 22:44 | 25:50 | 31:56 | 34:26 | 35:51 | 08:36 | 06:22 |
 | Skull Basher | 3 | 2.08% | 51.5 | 100.00% | +50.35% | 0.00% | 0.00% | 0.00% | 33:10 | 30:39 | 30:39 | 34:18 | 34:33 | 34:33 | 03:54 | 02:53 |
 | Abyssal Blade | 3 | 2.08% | 50.0 | 100.00% | +50.35% | 0.00% | 0.00% | 0.00% | 34:19 | 32:00 | 32:00 | 35:04 | 35:54 | 35:54 | 03:54 | 02:53 |
 | Swift Blink | 5 | 3.47% | 48.5 | 80.00% | +30.36% | +20.00% | -80.00% | 0.00% | 37:05 | 23:35 | 23:35 | 37:59 | 38:31 | 49:34 | 14:56 | 11:03 |
 | Shiva's Guard | 5 | 3.47% | 47.1 | 80.00% | +30.36% | +20.00% | +20.00% | 0.00% | 35:16 | 22:11 | 22:11 | 40:59 | 41:00 | 45:36 | 18:49 | 13:56 |
 | Nullifier | 6 | 4.17% | 45.6 | 66.67% | +16.67% | +33.33% | -66.67% | 0.00% | 33:34 | 22:10 | 23:57 | 33:40 | 38:17 | 48:16 | 14:20 | 10:37 |
 | Arcane Boots | 6 | 4.17% | 44.1 | 66.67% | +16.67% | +33.33% | +33.33% | 0.00% | 06:49 | 04:42 | 05:03 | 05:08 | 08:55 | 09:26 | 03:52 | 02:51 |
 | Void Stone | 19 | 13.19% | 42.6 | 42.11% | -9.89% | +37.89% | -42.11% | -4.04% | 34:18 | 19:15 | 24:19 | 34:35 | 44:07 | 47:06 | 19:48 | 14:40 |
 | Overwhelming Blink | 4 | 2.78% | 41.2 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 42:45 | 34:13 | 34:13 | 39:14 | 43:34 | 53:59 | 09:21 | 06:55 |
 | Crystalys | 11 | 7.64% | 39.7 | 45.45% | -5.68% | -12.12% | +21.22% | 7.88% | 30:16 | 21:44 | 27:28 | 30:46 | 31:42 | 37:25 | 04:14 | 03:08 |
 | Shadow Blade | 15 | 10.42% | 38.2 | 40.00% | -11.94% | -40.00% | +10.00% | 7.61% | 31:27 | 19:43 | 26:39 | 28:53 | 33:13 | 54:51 | 06:34 | 04:51 |
 | Silver Edge | 9 | 6.25% | 36.8 | 44.44% | -6.67% | -44.44% | +5.56% | 0.00% | 33:24 | 22:28 | 25:41 | 34:24 | 37:41 | 42:05 | 12:00 | 08:53 |
 | Wind Lace | 14 | 9.72% | 35.3 | 35.71% | -16.60% | -10.71% | +30.96% | 3.36% | 10:35 | -01:29 | 05:44 | 09:56 | 18:08 | 20:36 | 12:24 | 09:11 |
 | Butterfly | 3 | 2.08% | 33.8 | 66.67% | +16.32% | -66.67% | 0.00% | 0.00% | 36:39 | 32:37 | 32:37 | 35:34 | 41:45 | 41:45 | 09:08 | 06:45 |
 | Aghanim's Scepter | 4 | 2.78% | 32.4 | 50.00% | -0.71% | +50.00% | -50.00% | 0.00% | 29:07 | 19:37 | 19:37 | 27:20 | 30:48 | 38:43 | 11:11 | 08:17 |
 | Javelin | 1 | 0.69% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:54 | 28:54 | 28:54 | 28:54 | 28:54 | 28:54 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.69% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.69% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.69% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.69% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:25 | 16:25 | 16:25 | 16:25 | 16:25 | 16:25 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.69% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 00:00 | 00:00 |
 | Boots of Travel 2 | 2 | 1.39% | 22.1 | 50.00% | -0.70% | +50.00% | 0.00% | 0.00% | 60:17 | 54:16 | 54:16 | 1:06:17 | 1:06:17 | 1:06:17 | 12:01 | 08:54 |
 | Mekansm | 2 | 1.39% | 20.6 | 50.00% | -0.70% | +50.00% | 0.00% | 0.00% | 16:03 | 13:26 | 13:26 | 18:39 | 18:39 | 18:39 | 05:13 | 03:51 |
 | Scythe of Vyse | 2 | 1.39% | 19.1 | 50.00% | -0.70% | +50.00% | 0.00% | 0.00% | 41:41 | 39:15 | 39:15 | 44:07 | 44:07 | 44:07 | 04:52 | 03:36 |
 | Orchid Malevolence | 2 | 1.39% | 17.6 | 50.00% | -0.70% | +50.00% | 0.00% | 0.00% | 41:29 | 35:22 | 35:22 | 47:36 | 47:36 | 47:36 | 12:14 | 09:03 |
 | Mage Slayer | 2 | 1.39% | 16.2 | 50.00% | -0.70% | +50.00% | 0.00% | 0.00% | 42:53 | 38:06 | 38:06 | 47:39 | 47:39 | 47:39 | 09:33 | 07:04 |
 | Bloodthorn | 2 | 1.39% | 14.7 | 50.00% | -0.70% | +50.00% | 0.00% | 0.00% | 43:01 | 38:22 | 38:22 | 47:39 | 47:39 | 47:39 | 09:17 | 06:52 |
 | Ghost Scepter | 2 | 1.39% | 13.2 | 50.00% | -0.70% | +50.00% | 0.00% | 0.00% | 31:04 | 28:33 | 28:33 | 33:35 | 33:35 | 33:35 | 05:02 | 03:43 |
 | Chainmail | 2 | 1.39% | 11.8 | 50.00% | -0.70% | +50.00% | 0.00% | 0.00% | 13:48 | 11:37 | 11:37 | 15:58 | 15:58 | 15:58 | 04:21 | 03:13 |
 | Lotus Orb | 5 | 3.47% | 10.3 | 20.00% | -31.80% | -20.00% | -20.00% | 0.00% | 32:48 | 25:03 | 25:03 | 29:43 | 31:56 | 52:13 | 06:53 | 05:05 |
 | Fluffy Hat | 6 | 4.17% | 8.8 | 16.67% | -35.50% | -16.67% | -16.67% | 0.00% | 25:46 | 18:07 | 18:35 | 21:04 | 26:05 | 46:38 | 07:30 | 05:33 |
 | Force Staff | 6 | 4.17% | 7.4 | 16.67% | -35.50% | +33.33% | -16.67% | 0.00% | 28:09 | 21:04 | 21:31 | 24:04 | 29:20 | 46:38 | 07:49 | 05:47 |
 | Aether Lens | 6 | 4.17% | 5.9 | 16.67% | -35.50% | +33.33% | -16.67% | 0.00% | 40:02 | 23:17 | 32:52 | 44:26 | 46:37 | 47:10 | 13:45 | 10:11 |
 | Tranquil Boots | 1 | 0.69% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:32 | 24:32 | 24:32 | 24:32 | 24:32 | 24:32 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.69% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.69% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:59 | 27:59 | 27:59 | 27:59 | 27:59 | 27:59 | 00:00 | 00:00 |