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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 | 48 | 17.71% | 100.0 | 75.00% | +34.19% | +8.33% | -8.33% | -1.89% | 33:03 | 20:38 | 27:35 | 31:55 | 36:23 | 1:13:34 | 08:48 | 06:31 |
 | Cornucopia | 57 | 21.03% | 98.8 | 68.42% | +27.30% | +17.29% | -18.42% | -4.07% | 34:06 | 18:48 | 28:09 | 32:50 | 36:56 | 1:13:16 | 08:47 | 06:30 |
 | Refresher Orb | 28 | 10.33% | 97.6 | 67.86% | +23.42% | +17.85% | -25.00% | -6.12% | 45:03 | 32:15 | 39:14 | 42:58 | 46:14 | 1:34:24 | 07:00 | 05:11 |
 | Satanic | 23 | 8.49% | 96.3 | 69.57% | +24.81% | +13.76% | -36.24% | -6.64% | 26:29 | 18:04 | 20:43 | 24:43 | 28:15 | 49:24 | 07:32 | 05:34 |
 | Morbid Mask | 36 | 13.28% | 95.1 | 63.89% | +19.63% | +2.78% | +13.89% | 4.53% | 10:03 | 05:17 | 07:12 | 08:33 | 09:39 | 30:32 | 02:27 | 01:48 |
 | Octarine Core | 11 | 4.06% | 93.9 | 81.82% | +36.44% | +18.18% | -15.15% | 0.00% | 36:23 | 24:32 | 28:45 | 34:44 | 41:00 | 47:52 | 12:15 | 09:04 |
 | Harpoon | 155 | 57.20% | 92.7 | 52.26% | +12.60% | +16.97% | -3.54% | -3.42% | 19:33 | 11:51 | 15:38 | 17:55 | 21:38 | 39:35 | 06:00 | 04:26 |
 | Diadem | 156 | 57.56% | 91.5 | 51.92% | +11.92% | +14.75% | -3.20% | -2.86% | 18:11 | 09:52 | 14:15 | 16:43 | 20:32 | 39:30 | 06:17 | 04:39 |
 | Yasha | 32 | 11.81% | 90.2 | 62.50% | +17.73% | 0.00% | +25.00% | 3.19% | 22:40 | 13:51 | 17:54 | 21:53 | 25:44 | 34:18 | 07:50 | 05:48 |
 | Magic Stick | 171 | 63.10% | 89.0 | 49.12% | +6.12% | +6.69% | -7.26% | -3.26% | 02:35 | -01:29 | -01:29 | 01:40 | 05:46 | 17:27 | 07:15 | 05:22 |
 | Sange | 23 | 8.49% | 87.8 | 65.22% | +20.06% | +18.11% | -31.89% | -8.11% | 27:41 | 16:09 | 23:26 | 25:39 | 29:36 | 43:23 | 06:10 | 04:34 |
 | Bracer | 73 | 26.94% | 86.6 | 53.42% | +8.98% | +2.14% | +13.25% | 6.60% | 03:04 | -00:17 | 01:51 | 02:26 | 03:32 | 11:46 | 01:41 | 01:14 |
 | Magic Wand | 236 | 87.08% | 85.4 | 47.46% | +4.60% | -6.78% | -8.48% | -0.26% | 04:20 | -01:29 | -01:29 | 04:00 | 08:02 | 30:48 | 09:31 | 07:02 |
 | Boots of Speed | 271 | 100.00% | 84.1 | 46.86% | +46.86% | -5.68% | -1.27% | 1.23% | 05:20 | -01:29 | 03:33 | 05:19 | 07:09 | 10:43 | 03:36 | 02:40 |
 | Echo Sabre | 173 | 63.84% | 82.9 | 48.55% | +4.67% | +9.59% | -6.69% | -5.71% | 14:08 | 09:06 | 12:17 | 13:44 | 15:08 | 33:35 | 02:51 | 02:06 |
 | Helm of Iron Will | 46 | 16.97% | 81.7 | 56.52% | +11.63% | +18.48% | -29.25% | -5.12% | 22:10 | 09:44 | 16:35 | 21:07 | 25:54 | 41:13 | 09:19 | 06:54 |
 | Blink Dagger | 242 | 89.30% | 80.5 | 46.69% | -1.59% | +7.41% | +4.98% | -0.33% | 18:56 | 10:19 | 14:11 | 17:20 | 21:28 | 45:49 | 07:17 | 05:23 |
 | Mask of Madness | 30 | 11.07% | 79.3 | 60.00% | +14.77% | +2.50% | -2.86% | -5.10% | 09:59 | 08:06 | 09:27 | 10:00 | 10:30 | 12:33 | 01:03 | 00:46 |
 | Headdress | 80 | 29.52% | 78.0 | 51.25% | +6.22% | -11.25% | -11.25% | 0.00% | 11:55 | 01:31 | 06:39 | 10:15 | 16:58 | 38:48 | 10:19 | 07:38 |
 | Pipe of Insight | 28 | 10.33% | 76.8 | 60.71% | +15.44% | +39.29% | -3.57% | -11.43% | 20:31 | 11:55 | 18:29 | 19:49 | 22:14 | 39:08 | 03:45 | 02:46 |
 | Power Treads | 193 | 71.22% | 75.6 | 46.63% | -0.81% | +7.54% | -4.96% | -4.12% | 08:28 | 04:05 | 06:55 | 08:30 | 09:57 | 12:55 | 03:02 | 02:14 |
 | Ring of Protection | 50 | 18.45% | 74.4 | 54.00% | +8.75% | -15.54% | -20.67% | -0.48% | 21:09 | -01:29 | 15:48 | 21:19 | 26:26 | 35:51 | 10:38 | 07:52 |
 | Ring of Health | 153 | 56.46% | 73.2 | 46.41% | -1.05% | -1.67% | +0.96% | 1.49% | 06:48 | 01:16 | 02:31 | 03:09 | 04:17 | 47:57 | 01:46 | 01:18 |
 | Manta Style | 29 | 10.70% | 72.0 | 58.62% | +13.17% | +27.09% | +27.09% | 0.00% | 26:10 | 17:08 | 21:42 | 25:03 | 29:18 | 39:36 | 07:36 | 05:37 |
 | Black King Bar | 121 | 44.65% | 70.7 | 47.11% | +0.44% | +6.22% | -10.44% | -1.78% | 28:08 | 15:15 | 22:34 | 26:42 | 31:56 | 1:07:14 | 09:22 | 06:56 |
 | Crimson Guard | 36 | 13.28% | 69.5 | 55.56% | +10.03% | +11.11% | -33.34% | -6.19% | 22:13 | 12:35 | 18:03 | 21:28 | 25:14 | 36:28 | 07:11 | 05:19 |
 | Quelling Blade | 101 | 37.27% | 68.3 | 47.52% | +1.05% | +4.48% | +12.48% | 0.00% | -00:53 | -01:30 | -01:29 | -01:29 | -01:29 | 36:57 | 00:00 | 00:00 |
 | Heaven's Halberd | 19 | 7.01% | 67.1 | 63.16% | +17.53% | +16.84% | -43.16% | 0.00% | 29:58 | 24:19 | 24:57 | 26:30 | 30:25 | 44:39 | 05:28 | 04:02 |
 | Buckler | 48 | 17.71% | 65.9 | 52.08% | +6.34% | -10.41% | -18.75% | -0.96% | 23:18 | 09:26 | 18:33 | 22:44 | 27:12 | 35:51 | 08:39 | 06:24 |
 | Chainmail | 53 | 19.56% | 64.6 | 50.94% | +5.07% | -4.79% | +10.60% | 2.82% | 11:31 | 05:42 | 08:21 | 09:53 | 13:48 | 41:04 | 05:27 | 04:02 |
 | Arcane Boots | 75 | 27.68% | 63.4 | 48.00% | +1.57% | -0.63% | -5.89% | -1.37% | 07:16 | 03:27 | 04:59 | 06:24 | 08:49 | 24:56 | 03:50 | 02:50 |
 | Wraith Band | 50 | 18.45% | 62.2 | 50.00% | +3.85% | +3.85% | -8.33% | -7.77% | 04:21 | -01:29 | 02:05 | 02:42 | 03:39 | 30:21 | 01:34 | 01:09 |
 | Mekansm | 51 | 18.82% | 61.0 | 49.02% | +2.66% | +4.83% | +4.83% | 0.00% | 12:32 | 08:37 | 10:08 | 11:06 | 13:57 | 20:43 | 03:49 | 02:49 |
 | Assault Cuirass | 14 | 5.17% | 59.8 | 64.29% | +18.38% | +10.71% | +2.38% | 0.00% | 33:10 | 24:10 | 27:13 | 32:12 | 34:45 | 1:02:26 | 07:32 | 05:34 |
 | Guardian Greaves | 33 | 12.18% | 58.5 | 51.52% | +5.30% | -14.02% | -1.52% | 2.41% | 22:16 | 14:53 | 19:15 | 22:16 | 24:26 | 33:27 | 05:11 | 03:50 |
 | Vanguard | 106 | 39.11% | 57.3 | 41.51% | -8.79% | -0.77% | -10.74% | -6.43% | 07:31 | 04:39 | 05:49 | 06:16 | 07:22 | 34:19 | 01:33 | 01:08 |
 | Void Stone | 63 | 23.25% | 56.1 | 44.44% | -3.16% | -0.69% | -0.69% | 0.00% | 28:01 | 03:36 | 21:26 | 27:44 | 34:35 | 47:06 | 13:09 | 09:44 |
 | Aghanim's Shard | 32 | 11.81% | 54.9 | 50.00% | +3.56% | +37.50% | -12.50% | -7.69% | 29:57 | 21:34 | 26:02 | 28:43 | 32:32 | 48:25 | 06:30 | 04:48 |
 | Force Staff | 40 | 14.76% | 53.7 | 47.50% | +0.75% | +2.50% | -7.50% | -1.20% | 26:25 | 15:57 | 21:15 | 24:15 | 29:34 | 46:38 | 08:19 | 06:09 |
 | Bottle | 23 | 8.49% | 52.4 | 52.17% | +5.80% | -2.17% | -2.17% | 0.00% | 02:28 | 00:52 | 01:31 | 01:42 | 02:00 | 17:26 | 00:29 | 00:21 |
 | Aether Lens | 38 | 14.02% | 51.2 | 44.74% | -2.47% | +5.26% | -11.41% | -1.50% | 31:14 | 17:06 | 25:19 | 29:08 | 36:28 | 47:10 | 11:09 | 08:15 |
 | Fluffy Hat | 43 | 15.87% | 50.0 | 41.86% | -5.95% | -23.68% | -5.50% | 2.50% | 22:46 | 05:50 | 18:35 | 21:24 | 25:52 | 46:38 | 07:17 | 05:23 |
 | Boots of Travel | 3 | 1.11% | 48.8 | 100.00% | +53.73% | 0.00% | 0.00% | 0.00% | 38:36 | 34:54 | 34:54 | 36:07 | 44:48 | 44:48 | 09:54 | 07:20 |
 | Abyssal Blade | 3 | 1.11% | 47.6 | 100.00% | +53.73% | 0.00% | 0.00% | 0.00% | 34:19 | 32:00 | 32:00 | 35:04 | 35:54 | 35:54 | 03:54 | 02:53 |
 | Skull Basher | 3 | 1.11% | 46.3 | 100.00% | +53.73% | 0.00% | 0.00% | 0.00% | 33:10 | 30:39 | 30:39 | 34:18 | 34:33 | 34:33 | 03:54 | 02:53 |
 | Shiva's Guard | 5 | 1.85% | 45.1 | 80.00% | +33.76% | +20.00% | +20.00% | 0.00% | 35:16 | 22:11 | 22:11 | 40:59 | 41:00 | 45:36 | 18:49 | 13:56 |
 | Nullifier | 8 | 2.95% | 43.9 | 62.50% | +16.11% | +37.50% | -62.50% | 0.00% | 33:39 | 22:10 | 23:57 | 33:40 | 38:17 | 48:16 | 14:20 | 10:37 |
 | Hood of Defiance | 6 | 2.21% | 42.7 | 66.67% | +20.25% | -16.67% | +33.33% | 0.00% | 22:49 | 08:48 | 21:16 | 23:28 | 29:34 | 30:04 | 08:18 | 06:08 |
 | Swift Blink | 6 | 2.21% | 41.5 | 66.67% | +20.25% | +33.33% | -66.67% | 0.00% | 39:01 | 23:35 | 35:48 | 37:59 | 48:39 | 49:34 | 12:51 | 09:31 |
 | Wind Lace | 36 | 13.28% | 40.2 | 36.11% | -12.40% | +8.33% | -2.78% | -0.85% | 12:22 | -01:29 | 05:03 | 10:10 | 18:08 | 49:57 | 13:05 | 09:41 |
 | Overwhelming Blink | 4 | 1.48% | 39.0 | 75.00% | +28.56% | +25.00% | -75.00% | 0.00% | 42:45 | 34:13 | 34:13 | 39:14 | 43:34 | 53:59 | 09:21 | 06:55 |
 | Aeon Disk | 4 | 1.48% | 37.8 | 75.00% | +28.56% | -75.00% | +25.00% | 0.00% | 39:54 | 35:41 | 35:41 | 37:43 | 42:53 | 43:20 | 07:12 | 05:20 |
 | Shadow Blade | 24 | 8.86% | 36.6 | 37.50% | -10.27% | -4.17% | -20.83% | -1.53% | 34:32 | 19:43 | 26:39 | 30:01 | 37:34 | 1:24:01 | 10:55 | 08:05 |
 | Blight Stone | 2 | 0.74% | 35.4 | 100.00% | +53.53% | 0.00% | 0.00% | 0.00% | 30:20 | 19:36 | 19:36 | 41:04 | 41:04 | 41:04 | 21:28 | 15:54 |
 | Javelin | 2 | 0.74% | 34.1 | 100.00% | +53.53% | 0.00% | 0.00% | 0.00% | 31:33 | 28:54 | 28:54 | 34:11 | 34:11 | 34:11 | 05:17 | 03:54 |
 | Solar Crest | 2 | 0.74% | 32.9 | 100.00% | +53.53% | 0.00% | 0.00% | 0.00% | 32:00 | 22:55 | 22:55 | 41:04 | 41:04 | 41:04 | 18:09 | 13:26 |
 | Soul Ring | 2 | 0.74% | 31.7 | 100.00% | +53.53% | 0.00% | 0.00% | 0.00% | 11:13 | 06:26 | 06:26 | 15:59 | 15:59 | 15:59 | 09:33 | 07:04 |
 | Monkey King Bar | 2 | 0.74% | 30.5 | 100.00% | +53.53% | 0.00% | 0.00% | 0.00% | 32:14 | 29:46 | 29:46 | 34:41 | 34:41 | 34:41 | 04:55 | 03:38 |
 | Medallion of Courage | 2 | 0.74% | 29.3 | 100.00% | +53.53% | 0.00% | 0.00% | 0.00% | 30:20 | 19:36 | 19:36 | 41:04 | 41:04 | 41:04 | 21:28 | 15:54 |
 | Silver Edge | 14 | 5.17% | 28.0 | 42.86% | -4.22% | -17.86% | -9.53% | 0.00% | 39:45 | 22:28 | 32:11 | 34:24 | 37:55 | 1:28:55 | 05:44 | 04:14 |
 | Crystalys | 15 | 5.54% | 26.8 | 40.00% | -7.27% | +10.00% | -15.00% | 0.00% | 34:38 | 21:44 | 27:54 | 31:11 | 34:05 | 1:28:53 | 06:11 | 04:34 |
 | Hand of Midas | 6 | 2.21% | 25.6 | 50.00% | +3.21% | -50.00% | +50.00% | 0.00% | 22:02 | 08:36 | 15:02 | 16:06 | 16:26 | 59:47 | 01:24 | 01:02 |
 | Scythe of Vyse | 3 | 1.11% | 24.4 | 66.67% | +20.03% | +33.33% | 0.00% | 0.00% | 42:13 | 39:15 | 39:15 | 43:16 | 44:07 | 44:07 | 04:52 | 03:36 |
 | Butterfly | 3 | 1.11% | 23.2 | 66.67% | +20.03% | -66.67% | 0.00% | 0.00% | 36:39 | 32:37 | 32:37 | 35:34 | 41:45 | 41:45 | 09:08 | 06:45 |
 | Ring of Basilius | 3 | 1.11% | 22.0 | 66.67% | +20.03% | +33.33% | 0.00% | 0.00% | 24:50 | 18:41 | 18:41 | 21:14 | 34:36 | 34:36 | 15:55 | 11:47 |
 | Arcane Blink | 3 | 1.11% | 20.7 | 66.67% | +20.03% | +33.33% | 0.00% | 0.00% | 47:00 | 41:22 | 41:22 | 42:49 | 56:49 | 56:49 | 15:27 | 11:26 |
 | Aghanim's Scepter | 7 | 2.58% | 19.5 | 42.86% | -4.11% | +57.14% | -42.86% | 0.00% | 35:28 | 19:37 | 27:20 | 32:53 | 37:48 | 1:01:10 | 10:28 | 07:45 |
 | Crown | 7 | 2.58% | 18.3 | 42.86% | -4.11% | +7.14% | +57.14% | 0.00% | 12:52 | 02:58 | 04:46 | 06:18 | 06:29 | 41:04 | 01:43 | 01:16 |
 | Drum of Endurance | 1 | 0.37% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:21 | 16:21 | 16:21 | 16:21 | 16:21 | 16:21 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.37% | 15.9 | 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 |
 | Vladmir's Offering | 1 | 0.37% | 14.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:03 | 22:03 | 22:03 | 22:03 | 22:03 | 22:03 | 00:00 | 00:00 |
 | Lotus Orb | 10 | 3.69% | 13.4 | 30.00% | -17.51% | +3.33% | +20.00% | 0.00% | 30:29 | 14:06 | 25:07 | 29:43 | 31:56 | 52:13 | 06:49 | 05:02 |
 | Ghost Scepter | 5 | 1.85% | 12.2 | 40.00% | -6.99% | +60.00% | -40.00% | 0.00% | 33:02 | 28:33 | 28:33 | 31:35 | 33:35 | 39:57 | 05:02 | 03:43 |
 | Tranquil Boots | 2 | 0.74% | 11.0 | 50.00% | +3.16% | +50.00% | 0.00% | 0.00% | 15:11 | 05:50 | 05:50 | 24:32 | 24:32 | 24:32 | 18:42 | 13:51 |
 | Boots of Travel 2 | 2 | 0.74% | 9.8 | 50.00% | +3.16% | +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 |
 | Bloodthorn | 4 | 1.48% | 8.5 | 25.00% | -22.19% | -25.00% | -25.00% | 0.00% | 36:06 | 25:58 | 25:58 | 32:24 | 38:22 | 47:39 | 12:24 | 09:11 |
 | Eul's Scepter of Divinity | 5 | 1.85% | 7.3 | 20.00% | -27.37% | +80.00% | -20.00% | 0.00% | 26:22 | 20:34 | 20:34 | 21:47 | 33:07 | 34:39 | 12:33 | 09:17 |
 | Orchid Malevolence | 5 | 1.85% | 6.1 | 20.00% | -27.37% | -20.00% | -20.00% | 0.00% | 33:20 | 20:16 | 20:16 | 34:00 | 35:22 | 47:36 | 15:06 | 11:11 |
 | Mage Slayer | 5 | 1.85% | 4.9 | 20.00% | -27.37% | -20.00% | -20.00% | 0.00% | 33:52 | 25:21 | 25:21 | 31:55 | 38:06 | 47:39 | 12:45 | 09:26 |
 | Meteor Hammer | 5 | 1.85% | 3.7 | 20.00% | -27.37% | +80.00% | -20.00% | 0.00% | 07:29 | 06:01 | 06:01 | 07:40 | 07:51 | 08:25 | 01:50 | 01:21 |
 | Falcon Blade | 1 | 0.37% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:37 | 06:37 | 06:37 | 06:37 | 06:37 | 06:37 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.37% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 00:00 | 00:00 |