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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 | |
 | Arcane Boots | 103 | 32.39% | 100.0 | 76.70% | +26.47% | +4.07% | +0.22% | -0.33% | 18:44 | 04:55 | 11:50 | 17:37 | 23:25 | 39:52 | 11:35 | 08:34 |
 | Ring of Health | 65 | 20.44% | 98.8 | 72.31% | +16.97% | -9.81% | -3.56% | 0.50% | 30:05 | 12:09 | 24:04 | 29:25 | 36:28 | 55:55 | 12:24 | 09:11 |
 | Void Stone | 176 | 55.35% | 97.6 | 65.34% | +14.64% | -6.25% | -3.98% | 0.17% | 22:23 | 08:17 | 14:22 | 20:28 | 27:24 | 55:56 | 13:02 | 09:39 |
 | Lotus Orb | 47 | 14.78% | 96.3 | 72.34% | +15.88% | -14.01% | -5.67% | 0.97% | 33:24 | 21:22 | 28:24 | 32:34 | 37:02 | 56:15 | 08:38 | 06:23 |
 | Eul's Scepter of Divinity | 132 | 41.51% | 95.1 | 65.15% | +10.85% | +7.58% | +1.52% | -0.75% | 22:34 | 13:06 | 18:05 | 20:48 | 26:07 | 48:20 | 08:02 | 05:57 |
 | Magic Wand | 238 | 74.84% | 93.9 | 61.34% | +10.09% | +3.66% | +6.46% | 0.44% | 09:01 | -01:29 | 05:08 | 08:38 | 11:27 | 31:32 | 06:19 | 04:40 |
 | Drum of Endurance | 26 | 8.18% | 92.7 | 76.92% | +19.73% | -5.49% | -26.92% | -2.25% | 25:04 | 16:08 | 19:16 | 23:42 | 28:47 | 49:47 | 09:31 | 07:02 |
 | Wind Lace | 197 | 61.95% | 91.5 | 60.91% | +5.54% | +0.31% | -3.77% | -0.40% | 17:03 | -01:28 | 10:46 | 15:38 | 21:00 | 55:38 | 10:14 | 07:34 |
 | Magic Stick | 285 | 89.62% | 90.2 | 59.30% | +4.75% | -5.78% | -4.37% | 0.20% | 04:38 | -01:29 | 00:42 | 04:20 | 07:38 | 25:50 | 06:56 | 05:08 |
 | Boots of Speed | 318 | 100.00% | 89.0 | 58.81% | +58.81% | -7.56% | +7.01% | 4.51% | 05:56 | -01:29 | 04:12 | 06:05 | 07:26 | 24:17 | 03:14 | 02:23 |
 | Aghanim's Scepter | 35 | 11.01% | 87.8 | 71.43% | +14.19% | -4.76% | -15.87% | -1.20% | 27:29 | 15:31 | 21:15 | 28:01 | 30:29 | 1:03:16 | 09:14 | 06:50 |
 | Crown | 59 | 18.55% | 86.6 | 64.41% | +6.88% | +2.26% | +2.26% | 0.00% | 24:34 | -01:29 | 17:00 | 23:52 | 30:53 | 55:38 | 13:53 | 10:17 |
 | Headdress | 45 | 14.15% | 85.4 | 66.67% | +9.16% | +6.06% | -12.12% | -1.90% | 18:19 | -01:29 | 13:36 | 18:06 | 23:09 | 52:13 | 09:33 | 07:04 |
 | Ring of Protection | 222 | 69.81% | 84.1 | 56.31% | -8.27% | -2.74% | +10.96% | 1.67% | 06:27 | -01:30 | 01:21 | 05:10 | 09:34 | 41:29 | 08:13 | 06:05 |
 | Force Staff | 86 | 27.04% | 82.9 | 60.47% | +2.28% | +7.71% | +1.43% | -0.83% | 27:36 | 17:13 | 23:16 | 27:18 | 30:52 | 41:55 | 07:36 | 05:37 |
 | Chainmail | 77 | 24.21% | 81.7 | 61.04% | +2.95% | +7.38% | -3.15% | -0.92% | 20:55 | 03:32 | 14:40 | 20:50 | 26:09 | 41:59 | 11:29 | 08:30 |
 | Blink Dagger | 32 | 10.06% | 80.5 | 68.75% | +11.06% | +6.25% | -18.75% | -2.28% | 31:36 | 19:21 | 24:23 | 31:11 | 35:21 | 51:43 | 10:58 | 08:07 |
 | Mekansm | 34 | 10.69% | 79.3 | 67.65% | +9.90% | -0.98% | +7.35% | 1.23% | 22:44 | 13:57 | 18:11 | 20:23 | 24:58 | 42:22 | 06:47 | 05:01 |
 | Wraith Pact | 29 | 9.12% | 78.0 | 68.97% | +11.18% | +31.03% | -11.83% | -3.31% | 30:00 | 19:09 | 22:00 | 27:53 | 34:58 | 49:30 | 12:58 | 09:36 |
 | Urn of Shadows | 191 | 60.06% | 76.8 | 54.45% | -10.90% | +5.97% | +1.80% | -0.90% | 07:22 | 01:10 | 05:00 | 07:08 | 09:39 | 18:06 | 04:39 | 03:26 |
 | Spirit Vessel | 130 | 40.88% | 75.6 | 56.15% | -4.49% | +16.58% | -15.52% | -8.27% | 18:01 | 11:38 | 15:39 | 17:14 | 19:32 | 35:57 | 03:53 | 02:52 |
 | Fluffy Hat | 109 | 34.28% | 74.4 | 56.88% | -2.93% | +6.08% | +6.08% | 0.00% | 21:48 | 03:05 | 15:24 | 21:39 | 28:14 | 41:21 | 12:50 | 09:30 |
 | Blight Stone | 61 | 19.18% | 73.2 | 59.02% | +0.27% | +7.65% | -5.69% | -0.53% | 16:02 | -01:29 | -01:29 | 17:45 | 26:35 | 55:38 | 28:04 | 20:47 |
 | Morbid Mask | 50 | 15.72% | 72.0 | 60.00% | +1.42% | +16.92% | -1.67% | -1.51% | 28:07 | 13:45 | 21:13 | 26:00 | 33:34 | 53:39 | 12:21 | 09:08 |
 | Ring of Basilius | 56 | 17.61% | 70.7 | 58.93% | +0.15% | +19.64% | -16.07% | -1.75% | 22:57 | 02:12 | 10:25 | 21:54 | 30:47 | 53:39 | 20:22 | 15:05 |
 | Solar Crest | 37 | 11.64% | 69.5 | 62.16% | +3.80% | -6.60% | -17.72% | -0.85% | 28:15 | 15:02 | 20:32 | 27:14 | 33:41 | 55:38 | 13:09 | 09:44 |
 | Buckler | 63 | 19.81% | 68.3 | 57.14% | -2.08% | +24.11% | -19.64% | -4.08% | 25:30 | 07:14 | 20:04 | 24:59 | 30:47 | 53:39 | 10:43 | 07:56 |
 | Wraith Band | 59 | 18.55% | 67.1 | 57.63% | -1.44% | -4.30% | +15.70% | 13.04% | 01:49 | -01:29 | -01:29 | 01:39 | 03:01 | 27:25 | 04:30 | 03:20 |
 | Medallion of Courage | 46 | 14.47% | 65.9 | 58.70% | -0.12% | -0.37% | -4.15% | -0.24% | 23:11 | 04:05 | 14:40 | 21:40 | 30:15 | 55:38 | 15:35 | 11:32 |
 | Vladmir's Offering | 44 | 13.84% | 64.6 | 59.09% | +0.33% | +22.73% | -13.64% | -2.74% | 28:56 | 15:25 | 20:51 | 27:01 | 34:07 | 53:39 | 13:16 | 09:49 |
 | Ethereal Blade | 10 | 3.14% | 63.4 | 80.00% | +21.88% | -13.33% | +20.00% | 4.05% | 39:29 | 27:13 | 35:24 | 40:58 | 43:38 | 45:45 | 08:14 | 06:05 |
 | Aeon Disk | 12 | 3.77% | 62.2 | 75.00% | +16.83% | +25.00% | -41.67% | -6.61% | 35:54 | 26:48 | 29:48 | 31:15 | 39:53 | 51:54 | 10:05 | 07:28 |
 | Bottle | 7 | 2.20% | 61.0 | 85.71% | +27.51% | +14.29% | +14.29% | 0.00% | 08:13 | 00:54 | 01:15 | 01:39 | 01:53 | 46:28 | 00:38 | 00:28 |
 | Kaya | 7 | 2.20% | 59.8 | 85.71% | +27.51% | +14.29% | +14.29% | 0.00% | 34:54 | 21:41 | 22:28 | 35:38 | 40:58 | 45:29 | 18:30 | 13:42 |
 | Linken's Sphere | 7 | 2.20% | 58.5 | 85.71% | +27.51% | +14.29% | -35.71% | 0.00% | 40:07 | 32:01 | 34:11 | 38:15 | 45:05 | 50:45 | 10:54 | 08:04 |
 | Boots of Bearing | 7 | 2.20% | 57.3 | 85.71% | +27.51% | +14.29% | +14.29% | 0.00% | 37:49 | 25:59 | 29:03 | 36:51 | 38:14 | 54:04 | 09:11 | 06:48 |
 | Tranquil Boots | 45 | 14.15% | 56.1 | 53.33% | -6.38% | +1.22% | +10.31% | 0.60% | 22:52 | 08:49 | 12:26 | 21:40 | 27:40 | 44:58 | 15:14 | 11:17 |
 | Ghost Scepter | 19 | 5.97% | 54.9 | 63.16% | +4.63% | -3.16% | +16.84% | 3.95% | 35:44 | 25:54 | 32:58 | 35:07 | 38:02 | 45:30 | 05:04 | 03:45 |
 | Power Treads | 15 | 4.72% | 53.7 | 66.67% | +8.25% | -16.67% | +8.33% | 8.29% | 09:48 | 05:37 | 07:08 | 08:52 | 10:09 | 23:26 | 03:01 | 02:14 |
 | Bracer | 14 | 4.40% | 52.4 | 64.29% | +5.74% | -14.29% | -30.96% | -8.00% | 10:09 | 02:46 | 08:35 | 09:15 | 10:40 | 20:32 | 02:05 | 01:32 |
 | Dragon Lance | 6 | 1.89% | 51.2 | 83.33% | +25.00% | -33.33% | +16.67% | 0.00% | 28:17 | 09:40 | 10:48 | 23:14 | 47:13 | 52:23 | 36:25 | 26:58 |
 | Javelin | 8 | 2.52% | 50.0 | 75.00% | +16.61% | -25.00% | +25.00% | 0.00% | 15:59 | 09:06 | 10:11 | 12:06 | 12:58 | 45:49 | 02:47 | 02:03 |
 | Black King Bar | 8 | 2.52% | 48.8 | 75.00% | +16.61% | -25.00% | -25.00% | 0.00% | 26:15 | 20:34 | 20:58 | 23:53 | 29:21 | 34:17 | 08:23 | 06:12 |
 | Helm of the Dominator | 8 | 2.52% | 47.6 | 75.00% | +16.61% | -25.00% | +25.00% | 0.00% | 30:27 | 24:08 | 25:15 | 28:25 | 31:33 | 41:01 | 06:18 | 04:40 |
 | Guardian Greaves | 13 | 4.09% | 46.3 | 61.54% | +2.85% | +5.13% | -28.21% | -4.53% | 29:09 | 21:34 | 22:34 | 27:48 | 29:56 | 48:06 | 07:22 | 05:27 |
 | Dagon | 3 | 0.94% | 45.1 | 100.00% | +41.59% | 0.00% | 0.00% | 0.00% | 36:01 | 29:58 | 29:58 | 35:03 | 43:01 | 43:01 | 13:03 | 09:40 |
 | Helm of Iron Will | 10 | 3.14% | 43.9 | 60.00% | +1.23% | +6.67% | -10.00% | -1.39% | 31:25 | 21:33 | 24:59 | 27:38 | 36:57 | 44:47 | 11:58 | 08:51 |
 | Maelstrom | 6 | 1.89% | 42.7 | 66.67% | +8.02% | -16.67% | -66.67% | 0.00% | 15:13 | 13:10 | 13:52 | 14:40 | 15:49 | 18:56 | 01:57 | 01:26 |
 | Scythe of Vyse | 6 | 1.89% | 41.5 | 66.67% | +8.02% | -16.67% | +33.33% | 0.00% | 45:10 | 34:22 | 44:22 | 44:45 | 47:22 | 53:23 | 03:00 | 02:13 |
 | Rod of Atos | 4 | 1.26% | 40.2 | 75.00% | +16.40% | +25.00% | -75.00% | 0.00% | 22:12 | 17:38 | 17:38 | 22:05 | 23:52 | 25:12 | 06:14 | 04:37 |
 | Gleipnir | 4 | 1.26% | 39.0 | 75.00% | +16.40% | +25.00% | -75.00% | 0.00% | 23:25 | 19:17 | 19:17 | 22:05 | 25:11 | 27:07 | 05:54 | 04:22 |
 | Hood of Defiance | 7 | 2.20% | 37.8 | 57.14% | -1.70% | +42.86% | -7.14% | 0.00% | 25:45 | 13:01 | 19:07 | 23:25 | 24:04 | 50:41 | 04:57 | 03:40 |
 | Falcon Blade | 7 | 2.20% | 36.6 | 57.14% | -1.70% | +42.86% | -57.14% | 0.00% | 06:47 | 05:26 | 05:26 | 06:07 | 06:18 | 11:31 | 00:52 | 00:38 |
 | Desolator | 2 | 0.63% | 35.4 | 100.00% | +41.46% | 0.00% | 0.00% | 0.00% | 21:46 | 17:51 | 17:51 | 25:40 | 25:40 | 25:40 | 07:49 | 05:47 |
 | Heaven's Halberd | 2 | 0.63% | 34.1 | 100.00% | +41.46% | 0.00% | 0.00% | 0.00% | 32:10 | 26:54 | 26:54 | 37:26 | 37:26 | 37:26 | 10:32 | 07:48 |
 | Hurricane Pike | 2 | 0.63% | 32.9 | 100.00% | +41.46% | 0.00% | 0.00% | 0.00% | 42:29 | 32:04 | 32:04 | 52:54 | 52:54 | 52:54 | 20:50 | 15:25 |
 | Monkey King Bar | 2 | 0.63% | 31.7 | 100.00% | +41.46% | 0.00% | 0.00% | 0.00% | 36:30 | 26:20 | 26:20 | 46:39 | 46:39 | 46:39 | 20:19 | 15:02 |
 | Veil of Discord | 8 | 2.52% | 30.5 | 50.00% | -9.03% | +50.00% | -50.00% | 0.00% | 16:50 | 12:39 | 13:20 | 14:35 | 15:35 | 31:14 | 02:15 | 01:40 |
 | Wind Waker | 5 | 1.57% | 29.3 | 60.00% | +1.21% | +40.00% | -60.00% | 0.00% | 42:31 | 30:23 | 30:23 | 46:04 | 46:54 | 47:03 | 16:31 | 12:14 |
 | Aghanim's Shard | 6 | 1.89% | 28.0 | 50.00% | -8.97% | 0.00% | +50.00% | 0.00% | 33:13 | 20:09 | 22:09 | 29:08 | 34:13 | 1:03:27 | 12:04 | 08:56 |
 | Pipe of Insight | 6 | 1.89% | 26.8 | 50.00% | -8.97% | +50.00% | -50.00% | 0.00% | 30:42 | 18:05 | 24:19 | 27:50 | 32:18 | 52:15 | 07:59 | 05:54 |
 | Diffusal Blade | 7 | 2.20% | 25.6 | 42.86% | -16.30% | +57.14% | -42.86% | 0.00% | 23:49 | 18:30 | 19:16 | 23:37 | 24:52 | 32:27 | 05:36 | 04:08 |
 | Sange | 4 | 1.26% | 24.4 | 50.00% | -8.92% | +50.00% | -50.00% | 0.00% | 34:21 | 26:54 | 26:54 | 34:58 | 36:25 | 39:07 | 09:31 | 07:02 |
 | Mjollnir | 1 | 0.31% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 00:00 | 00:00 |
 | Butterfly | 1 | 0.31% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:45 | 37:45 | 37:45 | 37:45 | 37:45 | 37:45 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.31% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.31% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:18 | 34:18 | 34:18 | 34:18 | 34:18 | 34:18 | 00:00 | 00:00 |
 | Satanic | 1 | 0.31% | 18.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.31% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 00:00 | 00:00 |
 | Yasha | 1 | 0.31% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:17 | 26:17 | 26:17 | 26:17 | 26:17 | 26:17 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.31% | 14.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:49 | 51:49 | 51:49 | 51:49 | 51:49 | 51:49 | 00:00 | 00:00 |
 | Quelling Blade | 4 | 1.26% | 13.4 | 25.00% | -34.24% | +75.00% | -25.00% | 0.00% | 25:59 | 08:24 | 08:24 | 11:27 | 35:33 | 48:30 | 27:09 | 20:06 |
 | Phase Boots | 1 | 0.31% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:10 | 45:10 | 45:10 | 45:10 | 45:10 | 45:10 | 00:00 | 00:00 |
 | Mage Slayer | 2 | 0.63% | 11.0 | 0.00% | -59.18% | 0.00% | 0.00% | 0.00% | 41:42 | 38:28 | 38:28 | 44:55 | 44:55 | 44:55 | 06:27 | 04:46 |
 | Orb of Venom | 1 | 0.31% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 00:00 | 00:00 |
 | Orchid Malevolence | 2 | 0.63% | 8.5 | 0.00% | -59.18% | 0.00% | 0.00% | 0.00% | 40:23 | 38:35 | 38:35 | 42:10 | 42:10 | 42:10 | 03:35 | 02:39 |
 | Heart of Tarrasque | 1 | 0.31% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:45 | 1:15:45 | 1:15:45 | 1:15:45 | 1:15:45 | 1:15:45 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.31% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 00:00 | 00:00 |
 | Vanguard | 2 | 0.63% | 4.9 | 0.00% | -59.18% | 0.00% | 0.00% | 0.00% | 42:22 | 41:41 | 41:41 | 43:03 | 43:03 | 43:03 | 01:22 | 01:00 |
 | Glimmer Cape | 1 | 0.31% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:24 | 26:24 | 26:24 | 26:24 | 26:24 | 26:24 | 00:00 | 00:00 |
 | Crimson Guard | 2 | 0.63% | 2.4 | 0.00% | -59.18% | 0.00% | 0.00% | 0.00% | 43:42 | 42:34 | 42:34 | 44:50 | 44:50 | 44:50 | 02:16 | 01:40 |
 | Bloodthorn | 1 | 0.31% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 00:00 | 00:00 |