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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 | |
 | Aghanim's Shard | 94 | 36.15% | 100.0 | 64.89% | +25.13% | -6.56% | -17.06% | -0.96% | 27:17 | 15:02 | 20:13 | 24:45 | 31:09 | 1:13:43 | 10:56 | 08:05 |
 | Solar Crest | 7 | 2.69% | 98.4 | 100.00% | +52.57% | 0.00% | 0.00% | 0.00% | 23:29 | 17:27 | 17:52 | 23:11 | 24:04 | 30:40 | 06:12 | 04:35 |
 | Medallion of Courage | 9 | 3.46% | 96.8 | 88.89% | +41.48% | +11.11% | +11.11% | 0.00% | 21:37 | 08:48 | 14:55 | 23:20 | 25:17 | 31:19 | 10:22 | 07:40 |
 | Chainmail | 9 | 3.46% | 95.2 | 88.89% | +41.48% | +11.11% | +11.11% | 0.00% | 21:07 | 07:54 | 13:38 | 22:05 | 24:55 | 31:19 | 11:17 | 08:21 |
 | Ring of Protection | 156 | 60.00% | 93.7 | 53.85% | +12.50% | +15.38% | -5.13% | -8.67% | 07:44 | -01:29 | 06:39 | 07:56 | 09:01 | 55:43 | 02:22 | 01:45 |
 | Blight Stone | 11 | 4.23% | 92.1 | 81.82% | +34.43% | -15.15% | +18.18% | 0.00% | 16:29 | -01:29 | 02:25 | 20:07 | 24:35 | 31:19 | 22:10 | 16:25 |
 | Urn of Shadows | 145 | 55.77% | 90.5 | 53.10% | +9.62% | +8.01% | +2.46% | -2.38% | 09:09 | 01:59 | 07:52 | 08:59 | 10:12 | 25:56 | 02:20 | 01:43 |
 | Aghanim's Scepter | 31 | 11.92% | 88.9 | 64.52% | +17.80% | -27.02% | +10.48% | 2.33% | 31:31 | 15:26 | 22:58 | 28:22 | 39:03 | 56:39 | 16:05 | 11:54 |
 | Void Stone | 115 | 44.23% | 87.3 | 53.91% | +9.08% | -2.19% | -2.19% | 0.00% | 25:59 | 09:11 | 16:54 | 26:15 | 31:26 | 1:07:19 | 14:32 | 10:45 |
 | Wind Lace | 223 | 85.77% | 85.7 | 50.67% | +12.83% | -4.24% | +6.47% | 1.64% | 06:04 | -01:30 | 02:28 | 06:01 | 09:01 | 24:58 | 06:33 | 04:51 |
 | Glimmer Cape | 60 | 23.08% | 84.1 | 56.67% | +10.17% | -23.34% | +3.33% | 3.17% | 24:19 | 11:11 | 18:46 | 23:08 | 27:11 | 54:49 | 08:25 | 06:14 |
 | Magic Stick | 140 | 53.85% | 82.5 | 51.43% | +5.60% | +2.86% | +2.86% | 0.00% | 02:37 | -01:30 | -01:29 | 01:25 | 05:46 | 15:15 | 07:15 | 05:22 |
 | Aether Lens | 46 | 17.69% | 81.0 | 58.70% | +11.97% | -8.70% | +4.94% | 1.16% | 30:23 | 16:00 | 24:10 | 29:07 | 35:54 | 1:13:00 | 11:44 | 08:41 |
 | Boots of Speed | 259 | 99.62% | 79.4 | 48.65% | -51.35% | -0.96% | +14.43% | 3.78% | 03:37 | -01:29 | 01:35 | 02:59 | 05:39 | 22:40 | 04:04 | 03:00 |
 | Drum of Endurance | 17 | 6.54% | 77.8 | 70.59% | +23.26% | +29.41% | -20.59% | 0.00% | 19:14 | 09:31 | 12:30 | 17:33 | 21:38 | 42:30 | 09:08 | 06:45 |
 | Spirit Vessel | 125 | 48.08% | 76.2 | 51.20% | +4.53% | -2.81% | +3.64% | 1.53% | 14:20 | 09:12 | 12:10 | 13:26 | 16:23 | 22:45 | 04:13 | 03:07 |
 | Tranquil Boots | 144 | 55.38% | 74.6 | 49.31% | +1.03% | -4.87% | +14.58% | 4.82% | 08:30 | 03:09 | 05:48 | 07:41 | 09:50 | 35:36 | 04:02 | 02:59 |
 | Crown | 50 | 19.23% | 73.0 | 56.00% | +8.86% | -9.85% | -14.33% | -0.33% | 24:15 | -01:29 | 16:51 | 22:29 | 30:31 | 54:36 | 13:40 | 10:07 |
 | Ethereal Blade | 36 | 13.85% | 71.4 | 58.33% | +11.01% | +19.45% | +8.34% | -1.63% | 26:07 | 17:49 | 21:25 | 24:22 | 28:15 | 50:39 | 06:50 | 05:03 |
 | Boots of Bearing | 7 | 2.69% | 69.8 | 85.71% | +37.88% | -35.71% | +14.29% | 0.00% | 27:32 | 24:28 | 24:52 | 26:48 | 27:40 | 35:36 | 02:48 | 02:04 |
 | Null Talisman | 42 | 16.15% | 68.3 | 54.76% | +7.05% | -0.21% | -4.76% | -4.14% | 01:28 | -01:29 | 00:40 | 01:14 | 01:46 | 07:55 | 01:06 | 00:48 |
 | Magic Wand | 118 | 45.38% | 66.7 | 47.46% | -2.54% | -4.13% | +0.82% | 0.77% | 08:16 | -01:29 | 04:43 | 08:28 | 11:09 | 25:42 | 06:26 | 04:45 |
 | Fluffy Hat | 161 | 61.92% | 65.1 | 45.96% | -7.58% | +4.04% | -3.46% | -0.86% | 14:50 | -01:29 | 09:26 | 13:25 | 18:07 | 41:01 | 08:41 | 06:25 |
 | Kaya | 40 | 15.38% | 63.5 | 55.00% | +7.27% | -5.00% | +5.00% | 1.24% | 23:13 | 12:01 | 17:24 | 21:36 | 25:27 | 50:39 | 08:03 | 05:57 |
 | Ring of Health | 38 | 14.62% | 61.9 | 55.26% | +7.51% | +24.74% | +0.30% | -1.53% | 30:17 | 15:24 | 21:12 | 27:24 | 37:10 | 1:13:26 | 15:58 | 11:49 |
 | Ghost Scepter | 68 | 26.15% | 60.3 | 50.00% | +1.56% | +8.82% | -8.82% | -1.88% | 25:56 | 12:53 | 20:35 | 24:59 | 29:58 | 49:44 | 09:23 | 06:57 |
 | Octarine Core | 32 | 12.31% | 58.7 | 56.25% | +8.44% | +6.25% | -6.25% | -1.09% | 34:08 | 20:17 | 26:55 | 31:56 | 38:22 | 1:13:00 | 11:27 | 08:28 |
 | Force Staff | 149 | 57.31% | 57.1 | 44.30% | -10.65% | -1.06% | -3.76% | -0.33% | 20:31 | 11:51 | 15:57 | 18:36 | 24:02 | 41:01 | 08:05 | 05:59 |
 | Scythe of Vyse | 56 | 21.54% | 55.6 | 50.00% | +1.47% | +28.57% | -7.14% | -3.51% | 35:20 | 24:27 | 28:28 | 31:58 | 38:39 | 1:07:26 | 10:11 | 07:32 |
 | Black King Bar | 60 | 23.08% | 54.0 | 48.33% | -0.67% | +11.67% | -1.66% | -2.28% | 24:11 | 17:00 | 19:25 | 21:14 | 25:16 | 48:49 | 05:51 | 04:20 |
 | Aeon Disk | 20 | 7.69% | 52.4 | 60.00% | +12.08% | 0.00% | 0.00% | 0.00% | 38:39 | 26:22 | 33:20 | 36:06 | 41:31 | 58:39 | 08:11 | 06:03 |
 | Eul's Scepter of Divinity | 6 | 2.31% | 50.8 | 83.33% | +35.30% | +16.67% | +16.67% | 0.00% | 25:47 | 15:58 | 17:37 | 18:53 | 34:29 | 48:04 | 16:52 | 12:29 |
 | Headdress | 20 | 7.69% | 49.2 | 55.00% | +6.67% | +25.00% | +5.00% | -20.00% | 02:59 | -01:29 | -01:29 | -01:29 | -01:28 | 31:41 | 00:01 | 00:00 |
 | Linken's Sphere | 13 | 5.00% | 47.6 | 61.54% | +13.36% | -28.21% | +5.13% | 0.00% | 31:30 | 19:43 | 24:56 | 30:12 | 37:06 | 42:58 | 12:10 | 09:00 |
 | Helm of Iron Will | 9 | 3.46% | 46.0 | 66.67% | +18.46% | -66.67% | -16.67% | 0.00% | 28:32 | 13:32 | 16:45 | 24:57 | 35:14 | 51:02 | 18:29 | 13:41 |
 | Pipe of Insight | 3 | 1.15% | 44.4 | 100.00% | +51.75% | 0.00% | 0.00% | 0.00% | 27:12 | 20:25 | 20:25 | 29:06 | 32:06 | 32:06 | 11:41 | 08:39 |
 | Orchid Malevolence | 26 | 10.00% | 42.9 | 46.15% | -3.00% | -3.29% | -12.82% | -2.35% | 16:18 | 11:51 | 14:22 | 16:13 | 18:25 | 22:51 | 04:03 | 03:00 |
 | Dagon | 29 | 11.15% | 41.3 | 44.83% | -4.52% | -16.26% | -16.26% | 0.00% | 27:53 | 08:05 | 18:27 | 28:12 | 34:13 | 54:36 | 15:46 | 11:40 |
 | Dagon (level 2) | 21 | 8.08% | 39.7 | 47.62% | -1.33% | +12.38% | -27.62% | -3.11% | 34:50 | 13:12 | 28:09 | 32:57 | 41:01 | 54:36 | 12:52 | 09:31 |
 | Blink Dagger | 13 | 5.00% | 38.1 | 53.85% | +5.27% | +12.82% | -20.52% | 0.00% | 29:33 | 21:27 | 22:06 | 24:57 | 36:43 | 55:16 | 14:37 | 10:49 |
 | Lotus Orb | 16 | 6.15% | 36.5 | 50.00% | +1.23% | +25.00% | 0.00% | 0.00% | 28:38 | 17:31 | 21:07 | 27:29 | 31:38 | 44:22 | 10:31 | 07:47 |
 | Helm of the Dominator | 8 | 3.08% | 34.9 | 62.50% | +14.09% | -12.50% | -12.50% | 0.00% | 27:32 | 16:38 | 20:25 | 25:35 | 29:15 | 45:26 | 08:50 | 06:32 |
 | Dagon (level 4) | 17 | 6.54% | 33.3 | 47.06% | -1.91% | +27.94% | -22.06% | 0.00% | 39:45 | 17:32 | 31:29 | 38:34 | 46:21 | 56:04 | 14:52 | 11:00 |
 | Dagon (level 5) | 12 | 4.62% | 31.7 | 50.00% | +1.21% | +16.67% | -50.00% | 0.00% | 41:03 | 20:15 | 32:43 | 39:28 | 47:51 | 58:11 | 15:08 | 11:12 |
 | Dagon (level 3) | 19 | 7.31% | 30.2 | 42.11% | -7.27% | +17.89% | -22.11% | -3.53% | 36:58 | 15:23 | 30:13 | 36:01 | 41:33 | 54:37 | 11:20 | 08:23 |
 | Hood of Defiance | 4 | 1.54% | 28.6 | 75.00% | +26.56% | +25.00% | +25.00% | 0.00% | 25:23 | 20:25 | 20:25 | 21:23 | 27:39 | 32:06 | 07:14 | 05:21 |
 | Buckler | 7 | 2.69% | 27.0 | 57.14% | +8.52% | -7.14% | -7.14% | 0.00% | 26:45 | 11:04 | 18:05 | 21:11 | 23:07 | 55:43 | 05:02 | 03:43 |
 | Aghanim's Blessing | 2 | 0.77% | 25.4 | 100.00% | +51.55% | 0.00% | 0.00% | 0.00% | 55:22 | 46:25 | 46:25 | 1:04:18 | 1:04:18 | 1:04:18 | 17:53 | 13:14 |
 | Wind Waker | 2 | 0.77% | 23.8 | 100.00% | +51.55% | 0.00% | 0.00% | 0.00% | 41:55 | 35:45 | 35:45 | 48:04 | 48:04 | 48:04 | 12:19 | 09:07 |
 | Quelling Blade | 28 | 10.77% | 22.2 | 32.14% | -18.72% | -3.57% | +10.72% | 1.64% | 07:09 | -01:29 | -01:29 | 05:58 | 10:11 | 48:02 | 11:40 | 08:38 |
 | Ring of Basilius | 8 | 3.08% | 20.6 | 50.00% | +1.19% | 0.00% | 0.00% | 0.00% | 20:58 | 08:23 | 12:24 | 17:54 | 19:36 | 55:47 | 07:12 | 05:20 |
 | Wraith Pact | 5 | 1.92% | 19.0 | 60.00% | +11.37% | +40.00% | +40.00% | 0.00% | 27:40 | 25:43 | 25:43 | 26:40 | 29:05 | 30:21 | 03:22 | 02:29 |
 | Vladmir's Offering | 6 | 2.31% | 17.5 | 50.00% | +1.18% | 0.00% | -50.00% | 0.00% | 28:40 | 21:12 | 21:43 | 21:53 | 26:11 | 55:47 | 04:28 | 03:18 |
 | Morbid Mask | 6 | 2.31% | 15.9 | 50.00% | +1.18% | 0.00% | -50.00% | 0.00% | 27:46 | 19:46 | 20:49 | 20:57 | 25:08 | 55:45 | 04:19 | 03:11 |
 | Nullifier | 1 | 0.38% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.38% | 12.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.38% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:05 | 40:05 | 40:05 | 40:05 | 40:05 | 40:05 | 00:00 | 00:00 |
 | Bracer | 5 | 1.92% | 9.5 | 40.00% | -9.02% | -40.00% | -40.00% | 0.00% | 13:37 | -01:28 | -01:28 | 15:34 | 16:25 | 23:47 | 17:53 | 13:14 |
 | Veil of Discord | 2 | 0.77% | 7.9 | 50.00% | +1.16% | +50.00% | 0.00% | 0.00% | 15:38 | 11:09 | 11:09 | 20:06 | 20:06 | 20:06 | 08:57 | 06:37 |
 | Refresher Orb | 2 | 0.77% | 6.3 | 50.00% | +1.16% | +50.00% | 0.00% | 0.00% | 44:20 | 41:16 | 41:16 | 47:23 | 47:23 | 47:23 | 06:07 | 04:31 |
 | Bottle | 1 | 0.38% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.38% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 00:00 | 00:00 |
 | Sange | 1 | 0.38% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |