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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 | |
 | Shadow Blade | 9 | 4.50% | 100.0 | 88.89% | +41.25% | +11.11% | -38.89% | -9.55% | 34:51 | 30:28 | 30:42 | 35:10 | 35:56 | 42:38 | 05:14 | 03:52 |
 | Buckler | 29 | 14.50% | 98.7 | 68.97% | +22.77% | +2.46% | +2.46% | 0.00% | 24:14 | 10:58 | 15:42 | 19:52 | 27:45 | 57:20 | 12:03 | 08:55 |
 | Ring of Basilius | 33 | 16.50% | 97.3 | 66.67% | +20.56% | +8.33% | +8.33% | 0.00% | 19:32 | 03:01 | 09:13 | 16:08 | 24:52 | 57:20 | 15:39 | 11:35 |
 | Drum of Endurance | 14 | 7.00% | 96.0 | 78.57% | +31.26% | -28.57% | +21.43% | 4.76% | 21:31 | 12:07 | 15:26 | 20:21 | 25:56 | 32:52 | 10:30 | 07:46 |
 | Morbid Mask | 28 | 14.00% | 94.7 | 67.86% | +21.35% | +17.85% | +3.57% | -0.83% | 29:46 | 15:30 | 19:58 | 24:53 | 37:07 | 57:20 | 17:09 | 12:42 |
 | Ring of Protection | 63 | 31.50% | 93.3 | 58.73% | +13.47% | -8.73% | +3.77% | 0.85% | 13:13 | -01:29 | 03:30 | 10:57 | 18:09 | 57:20 | 14:39 | 10:51 |
 | Wraith Pact | 18 | 9.00% | 92.0 | 72.22% | +24.97% | +7.78% | +27.78% | 2.70% | 30:41 | 22:02 | 25:09 | 27:59 | 32:34 | 57:46 | 07:25 | 05:29 |
 | Magic Wand | 153 | 76.50% | 90.7 | 50.98% | +6.30% | -16.77% | +4.28% | 3.58% | 07:54 | -01:29 | 04:34 | 07:46 | 10:27 | 27:11 | 05:53 | 04:21 |
 | Boots of Speed | 200 | 100.00% | 89.3 | 49.50% | +49.50% | -7.50% | +2.50% | 2.64% | 06:31 | -01:29 | 04:41 | 06:27 | 08:28 | 14:52 | 03:47 | 02:48 |
 | Wind Lace | 73 | 36.50% | 88.0 | 54.79% | +8.33% | -10.35% | +22.99% | 4.32% | 11:07 | -01:29 | 06:31 | 09:23 | 14:14 | 33:04 | 07:43 | 05:42 |
 | Force Staff | 80 | 40.00% | 86.7 | 53.75% | +7.08% | +11.25% | +1.25% | -1.48% | 23:40 | 12:44 | 19:35 | 21:53 | 26:21 | 46:07 | 06:46 | 05:00 |
 | Vladmir's Offering | 23 | 11.50% | 85.3 | 65.22% | +17.76% | +18.11% | +18.11% | 0.00% | 27:54 | 16:52 | 20:41 | 24:53 | 29:09 | 57:20 | 08:28 | 06:16 |
 | Fluffy Hat | 104 | 52.00% | 84.0 | 51.92% | +5.04% | +13.46% | +5.77% | -0.96% | 16:25 | 02:25 | 11:14 | 14:25 | 19:17 | 46:06 | 08:03 | 05:57 |
 | Magic Stick | 193 | 96.50% | 82.7 | 48.70% | -22.73% | -13.28% | +3.38% | 6.94% | 02:10 | -01:30 | -01:29 | 01:51 | 03:53 | 17:35 | 05:22 | 03:58 |
 | Blink Dagger | 117 | 58.50% | 81.3 | 50.43% | +2.24% | -5.60% | +8.19% | 1.09% | 25:08 | 10:12 | 18:21 | 24:24 | 30:59 | 58:47 | 12:38 | 09:21 |
 | Aghanim's Shard | 129 | 64.50% | 80.0 | 49.61% | +0.31% | -5.86% | +0.39% | 0.61% | 23:38 | 15:01 | 17:23 | 21:35 | 27:35 | 45:23 | 10:12 | 07:33 |
 | Crystalys | 25 | 12.50% | 78.7 | 60.00% | +12.00% | +6.67% | +6.67% | 0.00% | 32:01 | 21:18 | 25:56 | 32:06 | 35:42 | 48:09 | 09:46 | 07:14 |
 | Aghanim's Scepter | 19 | 9.50% | 77.3 | 63.16% | +15.09% | -3.16% | -23.16% | -1.52% | 31:30 | 20:47 | 25:35 | 30:00 | 38:45 | 41:12 | 13:10 | 09:45 |
 | Arcane Boots | 69 | 34.50% | 76.0 | 49.28% | -0.34% | +3.66% | +9.54% | 1.69% | 13:39 | 08:06 | 10:15 | 12:12 | 13:44 | 43:23 | 03:29 | 02:34 |
 | Chainmail | 20 | 10.00% | 74.7 | 60.00% | +11.67% | 0.00% | 0.00% | 0.00% | 15:11 | 09:16 | 10:58 | 13:22 | 14:42 | 50:27 | 03:44 | 02:45 |
 | Blight Stone | 18 | 9.00% | 73.3 | 61.11% | +12.76% | -1.11% | -11.11% | -10.00% | 00:54 | -01:29 | -01:29 | -01:29 | -01:28 | 23:44 | 00:01 | 00:00 |
 | Daedalus | 12 | 6.00% | 72.0 | 66.67% | +18.27% | 0.00% | 0.00% | 0.00% | 34:21 | 25:52 | 29:29 | 31:03 | 36:31 | 50:39 | 07:02 | 05:12 |
 | Ring of Health | 24 | 12.00% | 70.7 | 54.17% | +5.31% | -20.84% | +12.50% | 3.04% | 32:58 | 16:55 | 25:02 | 33:05 | 35:59 | 1:06:32 | 10:57 | 08:06 |
 | Black King Bar | 29 | 14.50% | 69.3 | 51.72% | +2.60% | +19.71% | -8.86% | -2.61% | 27:25 | 15:29 | 19:38 | 25:08 | 30:35 | 54:05 | 10:57 | 08:06 |
 | Headdress | 47 | 23.50% | 68.0 | 46.81% | -3.52% | -13.48% | +3.19% | 16.67% | 02:34 | -01:30 | -01:29 | -01:29 | -01:28 | 1:05:54 | 00:01 | 00:00 |
 | Bottle | 15 | 7.50% | 66.7 | 60.00% | +11.35% | +15.00% | +40.00% | 25.00% | 03:48 | 01:09 | 01:18 | 01:25 | 01:44 | 36:07 | 00:26 | 00:19 |
 | Void Stone | 30 | 15.00% | 65.3 | 50.00% | +0.59% | +12.50% | -21.43% | -2.57% | 32:50 | 10:20 | 25:07 | 33:05 | 38:19 | 1:04:40 | 13:12 | 09:46 |
 | Soul Ring | 29 | 14.50% | 64.0 | 48.28% | -1.43% | +8.86% | -5.42% | -4.66% | 05:33 | 02:11 | 03:26 | 04:52 | 06:30 | 12:38 | 03:04 | 02:16 |
 | Lotus Orb | 16 | 8.00% | 62.7 | 56.25% | +7.34% | -6.25% | +18.75% | 2.08% | 33:13 | 20:58 | 24:01 | 33:24 | 36:03 | 51:21 | 12:02 | 08:54 |
 | Guardian Greaves | 3 | 1.50% | 61.3 | 100.00% | +51.27% | 0.00% | 0.00% | 0.00% | 21:42 | 19:21 | 19:21 | 19:28 | 26:17 | 26:17 | 06:56 | 05:08 |
 | Tranquil Boots | 46 | 23.00% | 60.0 | 41.30% | -10.65% | +0.37% | +4.15% | 0.61% | 14:19 | 06:11 | 10:16 | 12:06 | 16:25 | 43:46 | 06:09 | 04:33 |
 | Silver Edge | 5 | 2.50% | 58.7 | 80.00% | +31.28% | +20.00% | -80.00% | 0.00% | 36:52 | 31:12 | 31:12 | 34:34 | 40:10 | 45:17 | 08:58 | 06:38 |
 | Mekansm | 12 | 6.00% | 57.3 | 58.33% | +9.39% | +41.67% | -58.33% | -23.35% | 16:19 | 12:07 | 13:50 | 15:34 | 18:07 | 21:13 | 04:17 | 03:10 |
 | Bracer | 14 | 7.00% | 56.0 | 50.00% | +0.54% | -25.00% | -16.67% | 3.94% | 02:07 | -01:29 | 01:21 | 02:16 | 03:28 | 05:41 | 02:07 | 01:34 |
 | Medallion of Courage | 6 | 3.00% | 54.7 | 66.67% | +17.70% | -16.67% | +33.33% | 0.00% | 13:26 | 09:49 | 10:34 | 10:43 | 16:32 | 21:20 | 05:58 | 04:25 |
 | Crown | 6 | 3.00% | 53.3 | 66.67% | +17.70% | -16.67% | -66.67% | 0.00% | 18:24 | 07:53 | 13:05 | 15:11 | 23:19 | 33:44 | 10:14 | 07:34 |
 | Power Treads | 16 | 8.00% | 52.0 | 43.75% | -6.25% | -18.75% | -18.75% | 0.00% | 09:02 | 06:33 | 07:31 | 08:18 | 09:30 | 13:07 | 01:59 | 01:28 |
 | Satanic | 4 | 2.00% | 50.7 | 75.00% | +26.02% | +25.00% | -75.00% | 0.00% | 46:59 | 37:22 | 37:22 | 46:28 | 51:36 | 52:28 | 14:14 | 10:32 |
 | Solar Crest | 4 | 2.00% | 49.3 | 75.00% | +26.02% | +25.00% | -75.00% | 0.00% | 24:23 | 18:10 | 18:10 | 20:05 | 24:54 | 34:21 | 06:44 | 04:59 |
 | Glimmer Cape | 21 | 10.50% | 48.0 | 38.10% | -12.74% | -18.10% | -18.10% | 0.00% | 29:21 | 15:53 | 21:51 | 28:42 | 33:58 | 53:44 | 12:07 | 08:58 |
 | Wind Waker | 2 | 1.00% | 46.7 | 100.00% | +51.01% | 0.00% | 0.00% | 0.00% | 36:39 | 34:02 | 34:02 | 39:16 | 39:16 | 39:16 | 05:14 | 03:52 |
 | Aeon Disk | 8 | 4.00% | 45.3 | 50.00% | +0.52% | 0.00% | -50.00% | -6.33% | 48:03 | 33:50 | 43:01 | 43:54 | 50:55 | 1:09:20 | 07:54 | 05:51 |
 | Linken's Sphere | 5 | 2.50% | 44.0 | 60.00% | +10.77% | -60.00% | -60.00% | 0.00% | 44:13 | 31:56 | 31:56 | 38:19 | 57:49 | 58:07 | 25:53 | 19:10 |
 | Eul's Scepter of Divinity | 5 | 2.50% | 42.7 | 60.00% | +10.77% | -60.00% | -60.00% | 0.00% | 29:32 | 17:33 | 17:33 | 26:11 | 33:29 | 49:16 | 15:56 | 11:48 |
 | Quelling Blade | 3 | 1.50% | 41.3 | 66.67% | +17.43% | -66.67% | 0.00% | 0.00% | -00:22 | -01:30 | -01:30 | -01:28 | 01:52 | 01:52 | 03:22 | 02:29 |
 | Spirit Vessel | 4 | 2.00% | 40.0 | 50.00% | +0.51% | -50.00% | -50.00% | 0.00% | 20:53 | 20:08 | 20:08 | 20:13 | 21:04 | 22:06 | 00:56 | 00:41 |
 | Urn of Shadows | 4 | 2.00% | 38.7 | 50.00% | +0.51% | -50.00% | +50.00% | 0.00% | 13:41 | 11:33 | 11:33 | 12:25 | 14:49 | 15:56 | 03:16 | 02:25 |
 | Pipe of Insight | 4 | 2.00% | 37.3 | 50.00% | +0.51% | -50.00% | -50.00% | 0.00% | 39:56 | 23:35 | 23:35 | 34:07 | 35:28 | 1:06:32 | 11:53 | 08:48 |
 | Hood of Defiance | 4 | 2.00% | 36.0 | 50.00% | +0.51% | -50.00% | -50.00% | 0.00% | 38:16 | 16:55 | 16:55 | 34:07 | 35:28 | 1:06:32 | 18:33 | 13:44 |
 | Ghost Scepter | 15 | 7.50% | 34.7 | 26.67% | -24.68% | +48.33% | -1.67% | -3.32% | 37:56 | 22:44 | 31:18 | 35:08 | 46:21 | 52:37 | 15:03 | 11:08 |
 | Heaven's Halberd | 1 | 0.50% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:45 | 36:45 | 36:45 | 36:45 | 36:45 | 36:45 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.50% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:13 | 52:13 | 52:13 | 52:13 | 52:13 | 52:13 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.50% | 30.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:44 | 21:44 | 21:44 | 21:44 | 21:44 | 21:44 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.50% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.50% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:10 | 31:10 | 31:10 | 31:10 | 31:10 | 31:10 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.50% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 00:00 | 00:00 |
 | Kaya | 1 | 0.50% | 25.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:13 | 36:13 | 36:13 | 36:13 | 36:13 | 36:13 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.50% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:44 | 17:44 | 17:44 | 17:44 | 17:44 | 17:44 | 00:00 | 00:00 |
 | Boots of Bearing | 5 | 2.50% | 22.7 | 40.00% | -9.74% | +60.00% | +60.00% | 0.00% | 36:40 | 27:20 | 27:20 | 37:29 | 41:37 | 46:29 | 14:17 | 10:34 |
 | Veil of Discord | 2 | 1.00% | 21.3 | 50.00% | +0.51% | -50.00% | 0.00% | 0.00% | 12:06 | 10:06 | 10:06 | 14:05 | 14:05 | 14:05 | 03:59 | 02:57 |
 | Sange | 2 | 1.00% | 20.0 | 50.00% | +0.51% | -50.00% | 0.00% | 0.00% | 30:47 | 26:13 | 26:13 | 35:21 | 35:21 | 35:21 | 09:08 | 06:45 |
 | Divine Rapier | 2 | 1.00% | 18.7 | 50.00% | +0.51% | +50.00% | 0.00% | 0.00% | 47:45 | 45:13 | 45:13 | 50:16 | 50:16 | 50:16 | 05:03 | 03:44 |
 | Scythe of Vyse | 3 | 1.50% | 17.3 | 33.33% | -16.42% | +66.67% | 0.00% | 0.00% | 56:04 | 41:52 | 41:52 | 1:01:39 | 1:04:40 | 1:04:40 | 22:48 | 16:53 |
 | Javelin | 3 | 1.50% | 16.0 | 33.33% | -16.42% | +66.67% | 0.00% | 0.00% | 30:38 | 16:50 | 16:50 | 37:06 | 37:58 | 37:58 | 21:08 | 15:39 |
 | Aether Lens | 4 | 2.00% | 14.7 | 25.00% | -25.00% | -25.00% | +75.00% | 0.00% | 42:08 | 38:13 | 38:13 | 41:17 | 43:52 | 45:08 | 05:39 | 04:11 |
 | Monkey King Bar | 1 | 0.50% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.50% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:14 | 25:14 | 25:14 | 25:14 | 25:14 | 25:14 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.50% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:41 | 1:02:41 | 1:02:41 | 1:02:41 | 1:02:41 | 1:02:41 | 00:00 | 00:00 |
 | Witch Blade | 1 | 0.50% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:27 | 50:27 | 50:27 | 50:27 | 50:27 | 50:27 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.50% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:14 | 28:14 | 28:14 | 28:14 | 28:14 | 28:14 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.50% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:36 | 52:36 | 52:36 | 52:36 | 52:36 | 52:36 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.50% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:11 | 58:11 | 58:11 | 58:11 | 58:11 | 58:11 | 00:00 | 00:00 |
 | Desolator | 1 | 0.50% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 1.00% | 2.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 32:16 | 28:10 | 28:10 | 36:21 | 36:21 | 36:21 | 08:11 | 06:03 |
 | Revenant's Brooch | 1 | 0.50% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:02 | 52:02 | 52:02 | 52:02 | 52:02 | 52:02 | 00:00 | 00:00 |