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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 | |
 | Ring of Basilius | 6 | 3.26% | 100.0 | 100.00% | +52.81% | 0.00% | 0.00% | 0.00% | 31:51 | 15:32 | 27:51 | 28:37 | 34:24 | 51:18 | 06:33 | 04:51 |
 | Aeon Disk | 9 | 4.89% | 98.4 | 88.89% | +42.03% | +11.11% | -38.89% | -3.77% | 48:40 | 34:37 | 41:57 | 47:46 | 55:13 | 1:01:26 | 13:16 | 09:49 |
 | Black King Bar | 57 | 30.98% | 96.9 | 59.65% | +15.56% | -16.79% | -2.51% | 0.98% | 30:54 | 15:57 | 22:54 | 27:57 | 37:28 | 54:11 | 14:34 | 10:47 |
 | Octarine Core | 8 | 4.35% | 95.3 | 87.50% | +40.34% | +12.50% | +12.50% | 0.00% | 41:04 | 30:24 | 33:40 | 38:29 | 45:25 | 51:41 | 11:45 | 08:42 |
 | Wind Lace | 121 | 65.76% | 93.8 | 53.72% | +14.04% | +2.95% | -0.39% | -0.46% | 07:11 | -01:29 | 02:44 | 06:21 | 09:59 | 51:03 | 07:15 | 05:22 |
 | Vladmir's Offering | 5 | 2.72% | 92.2 | 100.00% | +52.51% | 0.00% | 0.00% | 0.00% | 33:23 | 17:34 | 17:34 | 31:51 | 34:24 | 51:18 | 16:50 | 12:28 |
 | Morbid Mask | 5 | 2.72% | 90.6 | 100.00% | +52.51% | 0.00% | 0.00% | 0.00% | 32:47 | 15:38 | 15:38 | 31:22 | 34:24 | 51:18 | 18:46 | 13:54 |
 | Tranquil Boots | 76 | 41.30% | 89.1 | 55.26% | +10.82% | -7.89% | +2.63% | 1.87% | 12:59 | 03:34 | 08:08 | 10:13 | 13:45 | 45:04 | 05:37 | 04:09 |
 | Blight Stone | 34 | 18.48% | 87.5 | 61.76% | +15.76% | +16.02% | -11.76% | -3.11% | 09:55 | 01:48 | 02:36 | 04:13 | 11:32 | 38:41 | 08:56 | 06:37 |
 | Blink Dagger | 170 | 92.39% | 85.9 | 50.59% | +22.02% | +12.20% | -7.73% | -3.49% | 20:06 | 11:39 | 16:51 | 19:06 | 22:34 | 46:50 | 05:43 | 04:14 |
 | Magic Wand | 149 | 80.98% | 84.4 | 50.34% | +7.48% | -4.39% | -4.39% | 0.00% | 10:29 | 01:41 | 06:32 | 09:07 | 11:36 | 39:17 | 05:04 | 03:45 |
 | Boots of Speed | 184 | 100.00% | 82.8 | 48.91% | +48.91% | -3.26% | +1.09% | 1.13% | 04:03 | -01:30 | 02:37 | 04:30 | 06:27 | 13:11 | 03:50 | 02:50 |
 | Magic Stick | 180 | 97.83% | 81.3 | 48.89% | -1.11% | -2.22% | -2.22% | 0.00% | 03:21 | -01:30 | 00:16 | 02:58 | 05:44 | 23:27 | 05:28 | 04:02 |
 | Desolator | 12 | 6.52% | 79.7 | 75.00% | +27.91% | +25.00% | -8.33% | -3.33% | 27:33 | 17:47 | 20:39 | 28:10 | 30:40 | 36:18 | 10:01 | 07:25 |
 | Boots of Bearing | 14 | 7.61% | 78.1 | 71.43% | +24.37% | +28.57% | -4.76% | -4.13% | 33:00 | 23:40 | 28:21 | 33:24 | 36:25 | 45:04 | 08:04 | 05:58 |
 | Drum of Endurance | 25 | 13.59% | 76.6 | 60.00% | +12.83% | +6.67% | -26.67% | -3.20% | 23:32 | 12:09 | 17:22 | 22:33 | 27:47 | 46:55 | 10:25 | 07:42 |
 | Fluffy Hat | 70 | 38.04% | 75.0 | 50.00% | +1.75% | 0.00% | -2.94% | -0.19% | 19:55 | 07:25 | 10:09 | 16:49 | 25:25 | 1:10:19 | 15:16 | 11:18 |
 | Phase Boots | 61 | 33.15% | 73.4 | 50.82% | +2.85% | +9.18% | -10.82% | -6.82% | 09:53 | 06:09 | 07:09 | 08:11 | 10:05 | 40:33 | 02:56 | 02:10 |
 | Chainmail | 67 | 36.41% | 71.9 | 49.25% | +0.53% | +3.69% | -8.07% | -2.73% | 09:58 | 02:39 | 06:08 | 07:37 | 10:26 | 39:55 | 04:18 | 03:11 |
 | Crown | 4 | 2.17% | 70.3 | 100.00% | +52.22% | 0.00% | 0.00% | 0.00% | 27:49 | 18:59 | 18:59 | 22:08 | 33:25 | 36:42 | 14:26 | 10:41 |
 | Bottle | 38 | 20.65% | 68.8 | 52.63% | +4.68% | +17.37% | +2.93% | -14.44% | 02:03 | 00:46 | 01:25 | 01:37 | 01:45 | 19:55 | 00:20 | 00:14 |
 | Force Staff | 36 | 19.57% | 67.2 | 52.78% | +4.81% | -8.34% | +13.89% | 2.38% | 33:06 | 19:00 | 27:27 | 31:01 | 36:48 | 1:10:19 | 09:21 | 06:55 |
 | Aether Lens | 18 | 9.78% | 65.6 | 61.11% | +13.52% | +38.89% | +13.89% | -2.85% | 38:31 | 24:47 | 32:17 | 37:09 | 41:03 | 1:07:19 | 08:46 | 06:29 |
 | Quelling Blade | 57 | 30.98% | 64.1 | 47.37% | -2.24% | -4.51% | -11.66% | -7.15% | 02:09 | -01:29 | -01:29 | -01:29 | -01:28 | 40:49 | 00:01 | 00:00 |
 | Ghost Scepter | 6 | 3.26% | 62.5 | 83.33% | +35.58% | -33.33% | +16.67% | 0.00% | 38:05 | 31:40 | 35:52 | 37:56 | 42:01 | 42:19 | 06:09 | 04:33 |
 | Buckler | 6 | 3.26% | 60.9 | 83.33% | +35.58% | +16.67% | +16.67% | 0.00% | 31:55 | 15:37 | 27:48 | 28:37 | 34:24 | 51:18 | 06:36 | 04:53 |
 | Void Stone | 28 | 15.22% | 59.4 | 53.57% | +5.49% | +32.14% | -25.00% | -4.19% | 33:41 | 12:07 | 24:35 | 33:11 | 38:13 | 1:07:19 | 13:38 | 10:05 |
 | Aghanim's Scepter | 29 | 15.76% | 57.8 | 51.72% | +3.33% | +5.42% | -8.86% | -2.02% | 37:05 | 28:55 | 31:56 | 34:35 | 39:01 | 60:59 | 07:05 | 05:14 |
 | Ring of Protection | 11 | 5.98% | 56.3 | 63.64% | +15.66% | +3.03% | +3.03% | 0.00% | 16:27 | -01:29 | -01:29 | 12:56 | 15:37 | 51:18 | 17:06 | 12:40 |
 | Wraith Pact | 3 | 1.63% | 54.7 | 100.00% | +51.93% | 0.00% | 0.00% | 0.00% | 42:57 | 34:14 | 34:14 | 37:27 | 57:10 | 57:10 | 22:56 | 16:59 |
 | Solar Crest | 3 | 1.63% | 53.1 | 100.00% | +51.93% | 0.00% | 0.00% | 0.00% | 28:52 | 22:53 | 22:53 | 25:19 | 38:24 | 38:24 | 15:31 | 11:29 |
 | Glimmer Cape | 3 | 1.63% | 51.6 | 100.00% | +51.93% | 0.00% | 0.00% | 0.00% | 36:19 | 21:33 | 21:33 | 35:48 | 51:36 | 51:36 | 30:03 | 22:15 |
 | Falcon Blade | 23 | 12.50% | 50.0 | 47.83% | -1.24% | -14.50% | -14.50% | 0.00% | 11:12 | 08:26 | 09:36 | 11:00 | 12:35 | 16:02 | 02:59 | 02:12 |
 | Orb of Venom | 14 | 7.61% | 48.4 | 50.00% | +1.18% | -50.00% | +16.67% | 66.67% | -01:26 | -01:29 | -01:29 | -01:29 | -01:28 | -00:57 | 00:01 | 00:00 |
 | Aghanim's Shard | 6 | 3.26% | 46.9 | 66.67% | +18.36% | +33.33% | +33.33% | 0.00% | 34:42 | 20:32 | 25:45 | 28:48 | 30:41 | 1:12:52 | 04:56 | 03:39 |
 | Ring of Health | 6 | 3.26% | 45.3 | 66.67% | +18.36% | -16.67% | +33.33% | 0.00% | 38:18 | 22:46 | 25:55 | 33:11 | 47:49 | 59:27 | 21:54 | 16:13 |
 | Medallion of Courage | 6 | 3.26% | 43.8 | 66.67% | +18.36% | +33.33% | +33.33% | 0.00% | 24:10 | 10:48 | 18:26 | 24:17 | 29:45 | 36:17 | 11:19 | 08:22 |
 | Bracer | 10 | 5.43% | 42.2 | 50.00% | +1.15% | -16.67% | 0.00% | 0.68% | 18:51 | 02:08 | 04:36 | 14:22 | 29:16 | 41:05 | 24:40 | 18:16 |
 | Pavise | 2 | 1.09% | 40.6 | 100.00% | +51.65% | 0.00% | 0.00% | 0.00% | 14:32 | 13:19 | 13:19 | 15:45 | 15:45 | 15:45 | 02:26 | 01:48 |
 | Sange | 2 | 1.09% | 39.1 | 100.00% | +51.65% | 0.00% | 0.00% | 0.00% | 50:20 | 39:19 | 39:19 | 1:01:20 | 1:01:20 | 1:01:20 | 22:01 | 16:18 |
 | Boots of Travel | 3 | 1.63% | 37.5 | 66.67% | +18.05% | +33.33% | 0.00% | 0.00% | 50:35 | 42:49 | 42:49 | 47:36 | 1:01:20 | 1:01:20 | 18:31 | 13:42 |
 | Eul's Scepter of Divinity | 7 | 3.80% | 35.9 | 42.86% | -6.29% | +57.14% | -42.86% | -14.46% | 33:36 | 24:58 | 26:08 | 32:38 | 33:03 | 51:03 | 06:55 | 05:07 |
 | Wraith Band | 8 | 4.35% | 34.4 | 37.50% | -11.93% | +12.50% | +12.50% | 0.00% | 14:08 | 01:30 | 01:46 | 03:33 | 25:53 | 27:24 | 24:07 | 17:51 |
 | Lotus Orb | 4 | 2.17% | 32.8 | 50.00% | +1.11% | -50.00% | -50.00% | 0.00% | 41:22 | 34:46 | 34:46 | 39:35 | 40:40 | 50:28 | 05:54 | 04:22 |
 | Soul Ring | 1 | 0.54% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:04 | 04:04 | 04:04 | 04:04 | 04:04 | 04:04 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.54% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.54% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.54% | 26.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 00:00 | 00:00 |
 | Headdress | 1 | 0.54% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:23 | 23:23 | 23:23 | 23:23 | 23:23 | 23:23 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.54% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:28 | 43:28 | 43:28 | 43:28 | 43:28 | 43:28 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.54% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:10 | 43:10 | 43:10 | 43:10 | 43:10 | 43:10 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.54% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:39 | 59:39 | 59:39 | 59:39 | 59:39 | 59:39 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.54% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:46 | 22:46 | 22:46 | 22:46 | 22:46 | 22:46 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.54% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.54% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:11 | 57:11 | 57:11 | 57:11 | 57:11 | 57:11 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.54% | 14.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:27 | 39:27 | 39:27 | 39:27 | 39:27 | 39:27 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.54% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:25 | 33:25 | 33:25 | 33:25 | 33:25 | 33:25 | 00:00 | 00:00 |
 | Arcane Boots | 10 | 5.43% | 10.9 | 30.00% | -20.00% | -30.00% | +20.00% | 3.50% | 18:33 | 07:11 | 09:21 | 15:18 | 23:39 | 37:37 | 14:18 | 10:35 |
 | Assault Cuirass | 1 | 0.54% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 1.09% | 7.8 | 0.00% | -49.45% | 0.00% | 0.00% | 0.00% | 14:32 | 13:53 | 13:53 | 15:11 | 15:11 | 15:11 | 01:18 | 00:57 |
 | Spirit Vessel | 1 | 0.54% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.54% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.54% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:11 | 08:11 | 08:11 | 08:11 | 08:11 | 08:11 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.54% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:15 | 36:15 | 36:15 | 36:15 | 36:15 | 36:15 | 00:00 | 00:00 |