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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 | |
 | Blight Stone | 21 | 6.44% | 100.0 | 85.71% | +42.43% | -5.71% | -5.71% | 0.00% | 11:07 | -01:29 | 04:02 | 12:33 | 16:00 | 22:46 | 11:58 | 08:51 |
 | Medallion of Courage | 11 | 3.37% | 98.5 | 90.91% | +46.47% | +9.09% | +9.09% | 0.00% | 15:28 | 09:24 | 11:29 | 15:42 | 17:38 | 20:14 | 06:09 | 04:33 |
 | Aghanim's Scepter | 123 | 37.73% | 97.0 | 53.66% | +12.28% | -8.50% | +1.18% | 1.24% | 25:07 | 15:49 | 20:46 | 24:56 | 28:33 | 44:18 | 07:47 | 05:45 |
 | Chainmail | 253 | 77.61% | 95.5 | 49.80% | +16.92% | -2.18% | +8.93% | 3.62% | 08:07 | 02:13 | 06:25 | 07:56 | 09:29 | 18:20 | 03:04 | 02:16 |
 | Void Stone | 138 | 42.33% | 93.9 | 52.17% | +10.68% | +4.97% | +3.71% | -0.10% | 30:28 | 06:08 | 24:17 | 29:33 | 36:34 | 55:08 | 12:17 | 09:05 |
 | Phase Boots | 246 | 75.46% | 92.4 | 48.78% | +11.28% | -2.01% | +3.68% | 2.08% | 09:25 | 04:16 | 08:03 | 09:21 | 10:47 | 18:44 | 02:44 | 02:01 |
 | Solar Crest | 8 | 2.45% | 90.9 | 87.50% | +42.53% | +12.50% | -37.50% | 0.00% | 22:05 | 14:58 | 19:00 | 20:42 | 23:34 | 30:01 | 04:34 | 03:22 |
 | Aghanim's Shard | 17 | 5.21% | 89.4 | 70.59% | +25.93% | -45.59% | +29.41% | 0.00% | 30:34 | 18:49 | 23:47 | 31:02 | 36:43 | 40:07 | 12:56 | 09:34 |
 | Ring of Health | 262 | 80.37% | 87.9 | 47.33% | +6.70% | -4.91% | +3.44% | 0.98% | 10:37 | 02:06 | 03:19 | 04:55 | 11:52 | 45:58 | 08:33 | 06:20 |
 | Headdress | 31 | 9.51% | 86.4 | 61.29% | +16.88% | +13.71% | -11.29% | -4.95% | 17:49 | 09:47 | 15:06 | 16:55 | 20:09 | 36:45 | 05:03 | 03:44 |
 | Refresher Orb | 86 | 26.38% | 84.8 | 52.33% | +8.58% | +15.85% | -4.71% | -1.80% | 37:28 | 24:26 | 31:50 | 36:34 | 43:16 | 55:11 | 11:26 | 08:28 |
 | Ring of Protection | 289 | 88.65% | 83.3 | 46.71% | +6.17% | -3.65% | -2.27% | 0.24% | 03:28 | -01:30 | -01:29 | 03:37 | 07:09 | 20:07 | 08:38 | 06:23 |
 | Magic Stick | 306 | 93.87% | 81.8 | 46.41% | +6.41% | -2.25% | +4.91% | 0.93% | 04:12 | -01:30 | 00:16 | 03:21 | 07:58 | 21:29 | 07:42 | 05:42 |
 | Blink Dagger | 297 | 91.10% | 80.3 | 46.46% | +5.08% | -0.51% | -5.92% | -0.82% | 19:47 | 11:11 | 15:40 | 18:08 | 22:17 | 45:45 | 06:37 | 04:54 |
 | Boots of Speed | 326 | 100.00% | 78.8 | 46.01% | +46.01% | +3.99% | -6.50% | -3.03% | 05:56 | -01:29 | 04:19 | 05:55 | 07:47 | 17:50 | 03:28 | 02:34 |
 | Magic Wand | 256 | 78.53% | 77.3 | 46.48% | +2.19% | -2.73% | +0.40% | 0.70% | 09:27 | -01:29 | 07:05 | 09:37 | 11:35 | 26:00 | 04:30 | 03:20 |
 | Soul Ring | 263 | 80.67% | 75.8 | 46.01% | -0.02% | -0.56% | -2.07% | -0.46% | 07:04 | 01:44 | 05:15 | 06:50 | 08:31 | 17:57 | 03:16 | 02:25 |
 | Quelling Blade | 274 | 84.05% | 74.2 | 45.62% | -2.46% | -3.59% | +1.44% | 0.00% | -01:19 | -01:30 | -01:29 | -01:29 | -01:29 | 15:21 | 00:00 | 00:00 |
 | Pipe of Insight | 30 | 9.20% | 72.7 | 60.00% | +15.41% | +15.00% | -31.43% | -7.07% | 19:24 | 13:18 | 15:52 | 17:37 | 22:26 | 37:44 | 06:34 | 04:51 |
 | Wind Lace | 73 | 22.39% | 71.2 | 50.68% | +6.02% | -17.35% | +4.88% | 2.17% | 12:31 | -01:26 | 06:14 | 10:49 | 16:30 | 56:51 | 10:16 | 07:36 |
 | Hood of Defiance | 196 | 60.12% | 69.7 | 45.41% | -1.51% | -4.59% | -4.59% | 0.00% | 10:33 | 05:11 | 08:17 | 10:27 | 11:52 | 34:19 | 03:35 | 02:39 |
 | Morbid Mask | 47 | 14.42% | 68.2 | 53.19% | +8.39% | +21.81% | -3.19% | -3.42% | 13:43 | 02:55 | 10:34 | 13:32 | 17:53 | 35:03 | 07:19 | 05:25 |
 | Shiva's Guard | 19 | 5.83% | 66.7 | 63.16% | +18.21% | +16.84% | -3.16% | -2.26% | 36:27 | 28:45 | 31:38 | 34:52 | 40:30 | 54:14 | 08:52 | 06:34 |
 | Sange | 66 | 20.25% | 65.2 | 48.48% | +3.10% | -7.30% | -10.98% | -0.53% | 22:19 | 11:14 | 18:49 | 21:04 | 25:47 | 40:28 | 06:58 | 05:09 |
 | Heaven's Halberd | 64 | 19.63% | 63.6 | 48.44% | +3.02% | -4.69% | -17.19% | -1.74% | 24:56 | 15:26 | 21:00 | 24:07 | 28:11 | 41:47 | 07:11 | 05:19 |
 | Bracer | 77 | 23.62% | 62.1 | 46.75% | +0.97% | +5.88% | -4.64% | -7.01% | 02:45 | 01:25 | 01:52 | 02:32 | 03:22 | 05:28 | 01:30 | 01:06 |
 | Lotus Orb | 30 | 9.20% | 60.6 | 53.33% | +8.06% | -3.33% | +3.81% | 0.83% | 30:05 | 14:50 | 24:26 | 28:29 | 33:04 | 51:16 | 08:38 | 06:23 |
 | Fluffy Hat | 41 | 12.58% | 59.1 | 48.78% | +3.17% | -18.78% | -8.78% | 0.67% | 18:59 | -01:29 | 10:25 | 19:02 | 25:20 | 37:27 | 14:55 | 11:02 |
 | Buckler | 41 | 12.58% | 57.6 | 48.78% | +3.17% | -8.78% | +11.22% | 2.80% | 14:37 | 06:36 | 10:41 | 12:37 | 17:49 | 35:03 | 07:08 | 05:17 |
 | Arcane Blink | 8 | 2.45% | 56.1 | 75.00% | +29.72% | +25.00% | -75.00% | 0.00% | 46:29 | 43:27 | 43:54 | 46:26 | 46:55 | 52:57 | 03:01 | 02:14 |
 | Ring of Basilius | 42 | 12.88% | 54.5 | 47.62% | +1.85% | +16.02% | -7.62% | -5.89% | 12:08 | 05:56 | 08:50 | 10:43 | 12:51 | 35:03 | 04:01 | 02:58 |
 | Vladmir's Offering | 40 | 12.27% | 53.0 | 47.50% | +1.70% | +2.50% | +2.50% | 0.00% | 16:29 | 08:34 | 13:53 | 15:02 | 18:50 | 35:04 | 04:57 | 03:40 |
 | Wraith Pact | 30 | 9.20% | 51.5 | 50.00% | +4.39% | +25.00% | +7.14% | -2.80% | 20:50 | 14:07 | 17:12 | 19:51 | 23:35 | 34:59 | 06:23 | 04:43 |
 | Arcane Boots | 32 | 9.82% | 50.0 | 46.88% | +0.96% | -21.88% | +28.12% | 3.56% | 18:32 | 04:24 | 09:57 | 17:42 | 23:59 | 39:16 | 14:02 | 10:23 |
 | Force Staff | 27 | 8.28% | 48.5 | 48.15% | +2.33% | +8.99% | -5.29% | -1.31% | 25:52 | 14:10 | 20:27 | 25:20 | 31:23 | 37:28 | 10:56 | 08:05 |
 | Crown | 17 | 5.21% | 47.0 | 52.94% | +7.31% | -2.94% | +22.06% | 0.00% | 12:16 | 03:46 | 04:53 | 10:07 | 18:40 | 29:42 | 13:47 | 10:12 |
 | Mage Slayer | 3 | 0.92% | 45.5 | 100.00% | +54.49% | 0.00% | 0.00% | 0.00% | 21:30 | 12:36 | 12:36 | 25:22 | 26:32 | 26:32 | 13:56 | 10:19 |
 | Orb of Corrosion | 5 | 1.53% | 43.9 | 80.00% | +34.52% | +20.00% | +20.00% | 0.00% | 13:14 | 04:08 | 04:08 | 15:53 | 18:11 | 23:26 | 14:03 | 10:24 |
 | Eul's Scepter of Divinity | 18 | 5.52% | 42.4 | 50.00% | +4.22% | -10.00% | 0.00% | 0.00% | 26:23 | 14:56 | 17:47 | 26:50 | 29:49 | 58:05 | 12:02 | 08:54 |
 | Aeon Disk | 10 | 3.07% | 40.9 | 60.00% | +14.43% | +6.67% | -10.00% | 0.00% | 34:51 | 28:45 | 31:44 | 33:14 | 37:25 | 42:59 | 05:41 | 04:12 |
 | Orb of Venom | 8 | 2.45% | 39.4 | 62.50% | +16.90% | +37.50% | +37.50% | 0.00% | 05:59 | -01:29 | -01:29 | 02:10 | 10:51 | 16:57 | 12:20 | 09:08 |
 | Black King Bar | 27 | 8.28% | 37.9 | 40.74% | -5.75% | -12.17% | -12.17% | 0.00% | 32:44 | 20:42 | 26:41 | 31:54 | 35:10 | 59:02 | 08:29 | 06:17 |
 | Tranquil Boots | 12 | 3.68% | 36.4 | 50.00% | +4.14% | -16.67% | +16.67% | 0.00% | 16:16 | 07:07 | 11:00 | 13:21 | 14:45 | 44:24 | 03:45 | 02:46 |
 | Linken's Sphere | 4 | 1.23% | 34.8 | 75.00% | +29.35% | -75.00% | +25.00% | 0.00% | 37:47 | 29:32 | 29:32 | 35:16 | 41:55 | 44:23 | 12:23 | 09:10 |
 | Satanic | 4 | 1.23% | 33.3 | 75.00% | +29.35% | +25.00% | +25.00% | 0.00% | 24:10 | 15:42 | 15:42 | 17:49 | 27:18 | 35:52 | 11:36 | 08:35 |
 | Assault Cuirass | 4 | 1.23% | 31.8 | 75.00% | +29.35% | +25.00% | -75.00% | 0.00% | 32:04 | 28:00 | 28:00 | 28:43 | 30:47 | 40:45 | 02:47 | 02:03 |
 | Drum of Endurance | 2 | 0.61% | 30.3 | 100.00% | +54.32% | 0.00% | 0.00% | 0.00% | 23:52 | 19:16 | 19:16 | 28:27 | 28:27 | 28:27 | 09:11 | 06:48 |
 | Aether Lens | 2 | 0.61% | 28.8 | 100.00% | +54.32% | 0.00% | 0.00% | 0.00% | 31:38 | 28:35 | 28:35 | 34:40 | 34:40 | 34:40 | 06:05 | 04:30 |
 | Heart of Tarrasque | 2 | 0.61% | 27.3 | 100.00% | +54.32% | 0.00% | 0.00% | 0.00% | 37:01 | 36:12 | 36:12 | 37:49 | 37:49 | 37:49 | 01:37 | 01:11 |
 | Helm of Iron Will | 14 | 4.29% | 25.8 | 35.71% | -10.76% | +14.29% | -35.71% | 0.00% | 04:35 | 02:55 | 03:04 | 03:20 | 04:46 | 09:59 | 01:42 | 01:15 |
 | Ghost Scepter | 21 | 6.44% | 24.2 | 28.57% | -18.64% | -28.57% | +11.43% | 4.66% | 27:21 | 18:37 | 22:10 | 26:27 | 30:45 | 41:47 | 08:35 | 06:21 |
 | Wind Waker | 3 | 0.92% | 22.7 | 66.67% | +20.85% | -66.67% | 0.00% | 0.00% | 44:41 | 36:24 | 36:24 | 39:35 | 58:05 | 58:05 | 21:41 | 16:03 |
 | Scythe of Vyse | 3 | 0.92% | 21.2 | 66.67% | +20.85% | +33.33% | 0.00% | 0.00% | 30:20 | 25:36 | 25:36 | 30:36 | 34:49 | 34:49 | 09:13 | 06:49 |
 | Bottle | 3 | 0.92% | 19.7 | 66.67% | +20.85% | +33.33% | 0.00% | 0.00% | 01:56 | 01:30 | 01:30 | 01:44 | 02:33 | 02:33 | 01:03 | 00:46 |
 | Overwhelming Blink | 3 | 0.92% | 18.2 | 66.67% | +20.85% | -66.67% | 0.00% | 0.00% | 45:58 | 37:35 | 37:35 | 42:23 | 57:56 | 57:56 | 20:21 | 15:04 |
 | Boots of Bearing | 1 | 0.31% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:24 | 44:24 | 44:24 | 44:24 | 44:24 | 44:24 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.31% | 15.2 | 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 |
 | Octarine Core | 1 | 0.31% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 00:00 | 00:00 |
 | Helm of the Dominator | 8 | 2.45% | 12.1 | 25.00% | -21.54% | +25.00% | -25.00% | 0.00% | 09:35 | 07:00 | 07:36 | 08:52 | 11:15 | 12:37 | 03:39 | 02:42 |
 | Ethereal Blade | 2 | 0.61% | 10.6 | 50.00% | +4.01% | +50.00% | 0.00% | 0.00% | 40:10 | 36:14 | 36:14 | 44:05 | 44:05 | 44:05 | 07:51 | 05:48 |
 | Meteor Hammer | 2 | 0.61% | 9.1 | 50.00% | +4.01% | -50.00% | 0.00% | 0.00% | 09:35 | 07:30 | 07:30 | 11:40 | 11:40 | 11:40 | 04:10 | 03:05 |
 | Desolator | 2 | 0.61% | 7.6 | 50.00% | +4.01% | +50.00% | 0.00% | 0.00% | 20:28 | 20:24 | 20:24 | 20:31 | 20:31 | 20:31 | 00:07 | 00:05 |
 | Kaya | 1 | 0.31% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.31% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:07 | 10:07 | 10:07 | 10:07 | 10:07 | 10:07 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.31% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:32 | 49:32 | 49:32 | 49:32 | 49:32 | 49:32 | 00:00 | 00:00 |
 | Helm of the Overlord | 1 | 0.31% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 00:00 | 00:00 |