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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 | |
 | Void Stone | 81 | 60.00% | 100.0 | 64.20% | +25.31% | +10.80% | +5.80% | -0.62% | 26:56 | 10:05 | 21:10 | 25:28 | 29:17 | 1:12:50 | 08:07 | 06:00 |
 | Ring of Health | 64 | 47.41% | 98.4 | 65.63% | +21.97% | -15.63% | +9.37% | 1.75% | 24:36 | 02:51 | 15:56 | 25:59 | 30:14 | 1:12:50 | 14:18 | 10:35 |
 | Linken's Sphere | 29 | 21.48% | 96.8 | 72.41% | +23.35% | -0.98% | -0.98% | 0.00% | 28:26 | 17:57 | 23:23 | 27:34 | 31:46 | 40:54 | 08:23 | 06:12 |
 | Octarine Core | 6 | 4.44% | 95.2 | 100.00% | +48.06% | 0.00% | 0.00% | 0.00% | 40:43 | 36:34 | 36:52 | 37:52 | 43:27 | 50:07 | 06:35 | 04:52 |
 | Aether Lens | 6 | 4.44% | 93.7 | 100.00% | +48.06% | 0.00% | 0.00% | 0.00% | 39:53 | 36:20 | 36:50 | 37:52 | 43:25 | 45:22 | 06:35 | 04:52 |
 | Bottle | 73 | 54.07% | 92.1 | 63.01% | +19.46% | +9.21% | -1.90% | -11.11% | 01:41 | 01:02 | 01:19 | 01:32 | 01:40 | 05:14 | 00:21 | 00:15 |
 | Aghanim's Scepter | 19 | 14.07% | 90.5 | 73.68% | +22.82% | +26.32% | -33.68% | -8.45% | 30:57 | 20:48 | 25:06 | 28:53 | 32:12 | 57:37 | 07:06 | 05:15 |
 | Magic Wand | 123 | 91.11% | 88.9 | 56.91% | +31.91% | -2.07% | -5.30% | -0.73% | 07:14 | -01:29 | 04:13 | 06:42 | 08:40 | 27:28 | 04:27 | 03:17 |
 | Blink Dagger | 116 | 85.93% | 87.3 | 56.90% | +20.06% | -1.73% | +1.72% | 0.62% | 19:10 | 11:03 | 15:51 | 18:07 | 21:24 | 45:47 | 05:33 | 04:06 |
 | Diffusal Blade | 79 | 58.52% | 85.7 | 58.23% | +10.02% | +21.77% | -23.23% | -22.13% | 13:21 | 09:35 | 12:05 | 13:13 | 14:07 | 19:21 | 02:02 | 01:30 |
 | Skull Basher | 47 | 34.81% | 84.1 | 61.70% | +11.70% | +13.30% | +4.97% | -1.21% | 31:17 | 21:19 | 28:38 | 30:49 | 35:30 | 41:52 | 06:52 | 05:05 |
 | Magic Stick | 130 | 96.30% | 82.5 | 54.62% | +14.62% | -9.17% | -1.49% | 1.44% | 03:07 | -01:29 | -00:13 | 02:22 | 05:33 | 17:12 | 05:46 | 04:16 |
 | Refresher Orb | 8 | 5.93% | 81.0 | 87.50% | +35.53% | +12.50% | -37.50% | 0.00% | 42:14 | 31:21 | 34:05 | 40:12 | 40:49 | 1:13:03 | 06:44 | 04:59 |
 | Boots of Speed | 135 | 100.00% | 79.4 | 54.07% | +54.07% | +1.81% | -4.07% | -2.71% | 06:18 | 01:27 | 04:43 | 05:57 | 06:53 | 15:47 | 02:10 | 01:36 |
 | Blight Stone | 103 | 76.30% | 77.8 | 55.34% | +5.34% | +6.20% | -13.03% | -7.74% | 04:08 | -01:23 | 02:36 | 03:16 | 05:05 | 15:10 | 02:29 | 01:50 |
 | Quelling Blade | 120 | 88.89% | 76.2 | 54.17% | +0.84% | -7.50% | -7.50% | 0.00% | -01:21 | -01:29 | -01:29 | -01:29 | -01:29 | 09:08 | 00:00 | 00:00 |
 | Fluffy Hat | 86 | 63.70% | 74.6 | 55.81% | +4.79% | -1.26% | -12.95% | -3.02% | 06:50 | 02:06 | 04:11 | 05:26 | 08:03 | 23:49 | 03:52 | 02:51 |
 | Orb of Corrosion | 84 | 62.22% | 73.0 | 54.76% | +1.82% | +2.38% | -7.14% | -2.32% | 07:38 | 03:17 | 04:58 | 06:25 | 09:04 | 24:21 | 04:06 | 03:02 |
 | Orb of Venom | 84 | 62.22% | 71.4 | 54.76% | +1.82% | -7.14% | +7.14% | 3.77% | 05:32 | -01:29 | 03:01 | 04:41 | 06:48 | 17:54 | 03:47 | 02:48 |
 | Aghanim's Shard | 106 | 78.52% | 69.8 | 52.83% | -5.79% | +13.84% | -6.68% | -2.93% | 22:43 | 15:01 | 18:42 | 21:17 | 25:42 | 40:25 | 07:00 | 05:11 |
 | Eul's Scepter of Divinity | 36 | 26.67% | 68.3 | 55.56% | +2.02% | +22.22% | 0.00% | -3.83% | 26:57 | 19:28 | 22:33 | 24:57 | 28:21 | 59:23 | 05:48 | 04:17 |
 | Wind Lace | 44 | 32.59% | 66.7 | 52.27% | -2.68% | +2.28% | -6.82% | -1.26% | 22:48 | 05:48 | 18:13 | 22:39 | 25:28 | 58:56 | 07:15 | 05:22 |
 | Abyssal Blade | 6 | 4.44% | 65.1 | 83.33% | +30.62% | +16.67% | +16.67% | 0.00% | 40:58 | 30:33 | 32:35 | 33:10 | 48:58 | 53:25 | 16:23 | 12:08 |
 | Arcane Boots | 69 | 51.11% | 63.5 | 46.38% | -15.74% | +6.56% | +12.44% | 1.41% | 11:22 | 04:45 | 07:55 | 09:05 | 12:05 | 36:32 | 04:10 | 03:05 |
 | Power Treads | 21 | 15.56% | 61.9 | 57.14% | +3.63% | +2.86% | -17.14% | -7.59% | 15:12 | 08:15 | 13:59 | 15:44 | 16:37 | 23:30 | 02:38 | 01:57 |
 | Black King Bar | 17 | 12.59% | 60.3 | 58.82% | +5.43% | -8.82% | -8.82% | 0.00% | 24:43 | 19:29 | 21:54 | 25:00 | 26:12 | 32:56 | 04:18 | 03:11 |
 | Aeon Disk | 20 | 14.81% | 58.7 | 55.00% | +1.09% | -15.00% | +45.00% | 6.12% | 37:05 | 28:24 | 31:41 | 35:02 | 41:29 | 47:17 | 09:48 | 07:15 |
 | Soul Ring | 3 | 2.22% | 57.1 | 100.00% | +46.97% | 0.00% | 0.00% | 0.00% | 08:45 | 05:58 | 05:58 | 09:26 | 10:51 | 10:51 | 04:53 | 03:37 |
 | Ring of Protection | 22 | 16.30% | 55.6 | 50.00% | -4.87% | -16.67% | +30.00% | 11.72% | 04:29 | -01:29 | -01:29 | 01:36 | 05:28 | 33:08 | 06:57 | 05:08 |
 | Lotus Orb | 12 | 8.89% | 54.0 | 58.33% | +4.67% | +8.34% | +8.34% | 0.00% | 30:00 | 21:17 | 26:02 | 28:53 | 30:51 | 43:28 | 04:49 | 03:34 |
 | Bracer | 19 | 14.07% | 52.4 | 47.37% | -7.80% | -27.37% | -7.37% | 20.00% | 02:13 | -01:29 | 01:39 | 01:55 | 02:16 | 09:25 | 00:37 | 00:27 |
 | Spirit Vessel | 8 | 5.93% | 50.8 | 62.50% | +8.96% | -12.50% | +37.50% | 0.00% | 14:50 | 12:02 | 12:25 | 13:43 | 15:57 | 18:24 | 03:32 | 02:37 |
 | Vanguard | 11 | 8.15% | 49.2 | 54.55% | +0.52% | -54.55% | +12.12% | 2.59% | 26:06 | 06:41 | 07:17 | 30:27 | 33:04 | 53:25 | 25:47 | 19:05 |
 | Shiva's Guard | 6 | 4.44% | 47.6 | 66.67% | +13.18% | +33.33% | +33.33% | 0.00% | 39:02 | 31:36 | 31:55 | 38:23 | 41:17 | 52:23 | 09:22 | 06:56 |
 | Tranquil Boots | 4 | 2.96% | 46.0 | 75.00% | +21.56% | +25.00% | -75.00% | 0.00% | 09:50 | 07:51 | 07:51 | 09:43 | 10:02 | 11:42 | 02:11 | 01:37 |
 | Urn of Shadows | 13 | 9.63% | 44.4 | 46.15% | -8.77% | +20.52% | +20.52% | 0.00% | 05:21 | 02:25 | 03:14 | 05:04 | 06:11 | 09:14 | 02:57 | 02:11 |
 | Javelin | 10 | 7.41% | 42.9 | 50.00% | -4.40% | -16.67% | +50.00% | 2.53% | 30:52 | 10:14 | 18:44 | 20:56 | 45:02 | 57:32 | 26:18 | 19:28 |
 | Bloodthorn | 2 | 1.48% | 41.3 | 100.00% | +46.62% | 0.00% | 0.00% | 0.00% | 37:10 | 35:11 | 35:11 | 39:09 | 39:09 | 39:09 | 03:58 | 02:56 |
 | Aghanim's Blessing | 2 | 1.48% | 39.7 | 100.00% | +46.62% | 0.00% | 0.00% | 0.00% | 1:03:06 | 58:08 | 58:08 | 1:08:04 | 1:08:04 | 1:08:04 | 09:56 | 07:21 |
 | Mage Slayer | 2 | 1.48% | 38.1 | 100.00% | +46.62% | 0.00% | 0.00% | 0.00% | 33:10 | 30:56 | 30:56 | 35:23 | 35:23 | 35:23 | 04:27 | 03:17 |
 | Overwhelming Blink | 2 | 1.48% | 36.5 | 100.00% | +46.62% | 0.00% | 0.00% | 0.00% | 47:51 | 38:51 | 38:51 | 56:50 | 56:50 | 56:50 | 17:59 | 13:19 |
 | Crown | 2 | 1.48% | 34.9 | 100.00% | +46.62% | 0.00% | 0.00% | 0.00% | 54:32 | 49:10 | 49:10 | 59:53 | 59:53 | 59:53 | 10:43 | 07:56 |
 | Gleipnir | 2 | 1.48% | 33.3 | 100.00% | +46.62% | 0.00% | 0.00% | 0.00% | 55:15 | 49:10 | 49:10 | 1:01:19 | 1:01:19 | 1:01:19 | 12:09 | 09:00 |
 | Hood of Defiance | 2 | 1.48% | 31.7 | 100.00% | +46.62% | 0.00% | 0.00% | 0.00% | 13:26 | 10:51 | 10:51 | 16:01 | 16:01 | 16:01 | 05:10 | 03:49 |
 | Satanic | 2 | 1.48% | 30.2 | 100.00% | +46.62% | 0.00% | 0.00% | 0.00% | 36:58 | 34:55 | 34:55 | 39:01 | 39:01 | 39:01 | 04:06 | 03:02 |
 | Orchid Malevolence | 2 | 1.48% | 28.6 | 100.00% | +46.62% | 0.00% | 0.00% | 0.00% | 37:08 | 35:07 | 35:07 | 39:08 | 39:08 | 39:08 | 04:01 | 02:58 |
 | Rod of Atos | 2 | 1.48% | 27.0 | 100.00% | +46.62% | 0.00% | 0.00% | 0.00% | 54:42 | 49:10 | 49:10 | 60:14 | 60:14 | 60:14 | 11:04 | 08:11 |
 | Maelstrom | 9 | 6.67% | 25.4 | 44.44% | -10.32% | +5.56% | +55.56% | 1.95% | 32:20 | 15:14 | 19:23 | 20:56 | 45:02 | 57:32 | 25:39 | 19:00 |
 | Wraith Band | 9 | 6.67% | 23.8 | 44.44% | -10.32% | +5.56% | -44.44% | -46.88% | 02:30 | 01:22 | 01:22 | 02:07 | 02:26 | 05:20 | 01:04 | 00:47 |
 | Sange | 3 | 2.22% | 22.2 | 66.67% | +12.88% | -66.67% | 0.00% | 0.00% | 28:59 | 20:40 | 20:40 | 31:40 | 34:37 | 34:37 | 13:57 | 10:20 |
 | Morbid Mask | 3 | 2.22% | 20.6 | 66.67% | +12.88% | +33.33% | 0.00% | 0.00% | 33:25 | 32:39 | 32:39 | 33:09 | 34:27 | 34:27 | 01:48 | 01:20 |
 | Monkey King Bar | 1 | 0.74% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.74% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.74% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:48 | 60:48 | 60:48 | 60:48 | 60:48 | 60:48 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.74% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:49 | 02:49 | 02:49 | 02:49 | 02:49 | 02:49 | 00:00 | 00:00 |
 | Headdress | 1 | 0.74% | 12.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 00:00 | 00:00 |
 | Chainmail | 1 | 0.74% | 12.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.74% | 9.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 00:00 | 00:00 |
 | Buckler | 2 | 1.48% | 7.9 | 50.00% | -4.14% | +50.00% | 0.00% | 0.00% | 32:07 | 31:04 | 31:04 | 33:09 | 33:09 | 33:09 | 02:05 | 01:32 |
 | Eye of Skadi | 2 | 1.48% | 6.3 | 50.00% | -4.14% | -50.00% | 0.00% | 0.00% | 47:49 | 40:11 | 40:11 | 55:27 | 55:27 | 55:27 | 15:16 | 11:18 |
 | Heaven's Halberd | 2 | 1.48% | 4.8 | 50.00% | -4.14% | -50.00% | 0.00% | 0.00% | 27:31 | 22:12 | 22:12 | 32:49 | 32:49 | 32:49 | 10:37 | 07:51 |
 | Vladmir's Offering | 1 | 0.74% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:09 | 33:09 | 33:09 | 33:09 | 33:09 | 33:09 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.74% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:09 | 33:09 | 33:09 | 33:09 | 33:09 | 33:09 | 00:00 | 00:00 |