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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 | |
 | Abyssal Blade | 20 | 10.00% | 100.0 | 95.00% | +40.56% | +5.00% | -15.00% | -2.64% | 37:35 | 28:01 | 33:37 | 36:17 | 41:11 | 53:46 | 07:34 | 05:36 |
 | Skull Basher | 45 | 22.50% | 98.9 | 84.44% | +33.47% | +6.47% | +6.47% | 0.00% | 34:38 | 23:09 | 28:54 | 32:36 | 37:02 | 1:02:49 | 08:08 | 06:01 |
 | Vanguard | 17 | 8.50% | 97.8 | 94.12% | +38.93% | +5.88% | -19.12% | -4.62% | 35:32 | 27:57 | 31:51 | 35:06 | 37:16 | 45:17 | 05:25 | 04:00 |
 | Eye of Skadi | 53 | 26.50% | 96.7 | 73.58% | +20.52% | +18.73% | +3.34% | -1.82% | 33:27 | 25:19 | 27:54 | 31:27 | 36:21 | 60:17 | 08:27 | 06:15 |
 | Chainmail | 27 | 13.50% | 95.6 | 77.78% | +22.29% | -6.35% | +7.93% | 1.51% | 10:40 | 03:58 | 05:41 | 06:52 | 15:08 | 33:35 | 09:27 | 07:00 |
 | Refresher Orb | 11 | 5.50% | 94.4 | 90.91% | +34.30% | +9.09% | -24.24% | -6.51% | 52:02 | 43:52 | 46:44 | 49:04 | 51:51 | 1:20:24 | 05:07 | 03:47 |
 | Mage Slayer | 34 | 17.00% | 93.3 | 73.53% | +18.11% | -6.86% | -11.03% | -0.52% | 24:04 | 15:00 | 19:10 | 22:46 | 27:10 | 43:30 | 08:00 | 05:55 |
 | Nullifier | 17 | 8.50% | 92.2 | 82.35% | +26.07% | +17.65% | +17.65% | 0.00% | 38:39 | 25:28 | 32:31 | 38:50 | 43:36 | 48:47 | 11:05 | 08:12 |
 | Desolator | 42 | 21.00% | 91.1 | 71.43% | +16.37% | +10.39% | -21.43% | -4.71% | 24:04 | 14:44 | 20:30 | 22:06 | 27:15 | 45:53 | 06:45 | 05:00 |
 | Black King Bar | 141 | 70.50% | 90.0 | 63.12% | +15.66% | +8.31% | +8.31% | 0.00% | 23:43 | 15:07 | 18:41 | 21:41 | 25:44 | 47:01 | 07:03 | 05:13 |
 | Orb of Corrosion | 114 | 57.00% | 88.9 | 63.16% | +10.83% | +5.81% | -6.02% | -4.33% | 08:11 | 02:01 | 06:39 | 07:58 | 09:23 | 29:58 | 02:44 | 02:01 |
 | Blight Stone | 135 | 67.50% | 87.8 | 61.48% | +9.17% | +9.11% | -2.66% | -3.10% | 08:26 | -01:30 | 05:05 | 06:53 | 08:53 | 33:36 | 03:48 | 02:48 |
 | Radiance | 13 | 6.50% | 86.7 | 84.62% | +27.94% | +15.38% | +15.38% | 0.00% | 18:20 | 14:47 | 15:55 | 17:17 | 19:05 | 26:55 | 03:10 | 02:20 |
 | Fluffy Hat | 118 | 59.00% | 85.6 | 61.86% | +8.20% | +8.14% | -10.14% | -6.53% | 07:36 | 00:42 | 05:44 | 07:07 | 08:32 | 29:54 | 02:48 | 02:04 |
 | Orb of Venom | 150 | 75.00% | 84.4 | 60.67% | +8.67% | +2.49% | +12.30% | 5.77% | 01:14 | -01:29 | -01:29 | 00:54 | 03:11 | 08:53 | 04:40 | 03:27 |
 | Phase Boots | 21 | 10.50% | 83.3 | 76.19% | +19.77% | +3.81% | +3.81% | 0.00% | 09:41 | 04:45 | 06:27 | 07:13 | 08:56 | 23:13 | 02:29 | 01:50 |
 | Magic Stick | 169 | 84.50% | 82.2 | 59.17% | +4.33% | +2.73% | +5.12% | 0.80% | 02:12 | -01:29 | -01:29 | 00:59 | 04:29 | 21:40 | 05:58 | 04:25 |
 | Magic Wand | 157 | 78.50% | 81.1 | 58.60% | +0.46% | -4.75% | +0.37% | 0.90% | 08:19 | -01:29 | 04:43 | 07:31 | 10:24 | 35:31 | 05:41 | 04:12 |
 | Wraith Band | 101 | 50.50% | 80.0 | 60.40% | +3.83% | +3.60% | +3.60% | 0.00% | 04:47 | -01:29 | 01:35 | 02:11 | 04:28 | 35:58 | 02:53 | 02:08 |
 | Void Stone | 60 | 30.00% | 78.9 | 63.33% | +6.90% | -3.33% | +23.34% | 1.23% | 21:25 | 07:56 | 10:45 | 13:51 | 32:23 | 55:08 | 21:38 | 16:01 |
 | Boots of Speed | 156 | 78.00% | 77.8 | 57.69% | -3.67% | +8.98% | +1.28% | -4.16% | 03:50 | -01:29 | 02:12 | 02:51 | 04:03 | 32:22 | 01:51 | 01:22 |
 | Ring of Health | 57 | 28.50% | 76.7 | 63.16% | +6.52% | -6.02% | +29.70% | 1.57% | 23:43 | 06:19 | 12:05 | 16:38 | 34:52 | 55:08 | 22:47 | 16:52 |
 | Quelling Blade | 129 | 64.50% | 75.6 | 57.36% | -3.20% | -10.48% | -1.11% | 0.00% | -00:43 | -01:30 | -01:29 | -01:29 | -01:29 | 46:00 | 00:00 | 00:00 |
 | Echo Sabre | 71 | 35.50% | 74.4 | 60.56% | +3.20% | +0.55% | -21.67% | -8.66% | 13:49 | 09:13 | 11:54 | 12:40 | 14:28 | 30:16 | 02:34 | 01:54 |
 | Aghanim's Scepter | 31 | 15.50% | 73.3 | 67.74% | +10.94% | +7.26% | -5.24% | -2.70% | 25:45 | 17:07 | 23:31 | 26:24 | 28:09 | 32:02 | 04:38 | 03:25 |
 | Power Treads | 121 | 60.50% | 72.2 | 53.72% | -12.10% | +12.95% | -10.39% | -13.73% | 07:04 | 03:57 | 05:38 | 06:19 | 07:20 | 24:35 | 01:42 | 01:15 |
 | Diffusal Blade | 39 | 19.50% | 71.1 | 61.54% | +3.78% | -11.54% | -1.54% | 3.23% | 18:29 | 11:42 | 16:27 | 18:34 | 19:33 | 27:12 | 03:06 | 02:17 |
 | Helm of Iron Will | 21 | 10.50% | 70.0 | 66.67% | +9.13% | -6.67% | +13.33% | 1.46% | 36:06 | 21:30 | 29:08 | 37:23 | 42:49 | 47:17 | 13:41 | 10:08 |
 | Crown | 16 | 8.00% | 68.9 | 68.75% | +11.14% | +6.25% | +31.25% | 3.05% | 18:36 | 05:06 | 13:00 | 15:54 | 21:11 | 40:31 | 08:11 | 06:03 |
 | Crystalys | 22 | 11.00% | 67.8 | 63.64% | +5.77% | +3.03% | -3.64% | -0.94% | 33:02 | 24:48 | 28:47 | 31:13 | 35:54 | 1:01:12 | 07:07 | 05:16 |
 | Bloodthorn | 9 | 4.50% | 66.7 | 77.78% | +20.19% | +22.22% | -77.78% | 0.00% | 38:50 | 29:17 | 32:20 | 40:31 | 41:02 | 44:06 | 08:42 | 06:26 |
 | Orchid Malevolence | 16 | 8.00% | 65.6 | 62.50% | +4.35% | +12.50% | +37.50% | 1.24% | 28:59 | 17:07 | 18:43 | 26:25 | 38:53 | 40:46 | 20:10 | 14:56 |
 | Javelin | 35 | 17.50% | 64.4 | 51.43% | -8.57% | -6.99% | -6.99% | 0.00% | 21:51 | 07:03 | 12:19 | 17:36 | 32:35 | 47:59 | 20:16 | 15:00 |
 | Assault Cuirass | 6 | 3.00% | 63.3 | 83.33% | +25.60% | -33.33% | +16.67% | 0.00% | 39:13 | 31:02 | 34:13 | 35:36 | 39:08 | 56:20 | 04:55 | 03:38 |
 | Silver Edge | 6 | 3.00% | 62.2 | 83.33% | +25.60% | -33.33% | +16.67% | 0.00% | 37:36 | 29:48 | 32:50 | 35:39 | 40:34 | 46:34 | 07:44 | 05:43 |
 | Aghanim's Blessing | 6 | 3.00% | 61.1 | 83.33% | +25.60% | +16.67% | +16.67% | 0.00% | 48:52 | 40:52 | 48:15 | 48:56 | 52:23 | 52:43 | 04:08 | 03:03 |
 | Blink Dagger | 8 | 4.00% | 60.0 | 75.00% | +17.19% | +25.00% | -25.00% | 0.00% | 44:20 | 26:43 | 40:42 | 43:21 | 49:25 | 53:33 | 08:43 | 06:27 |
 | Wind Lace | 17 | 8.50% | 58.9 | 58.82% | +0.35% | -8.82% | +41.18% | 3.27% | 15:04 | 03:16 | 04:51 | 15:08 | 20:09 | 32:18 | 15:18 | 11:20 |
 | Mjollnir | 15 | 7.50% | 57.8 | 60.00% | +1.62% | +15.00% | -10.00% | -4.85% | 29:01 | 20:40 | 26:54 | 29:03 | 32:03 | 33:48 | 05:09 | 03:48 |
 | Monkey King Bar | 13 | 6.50% | 56.7 | 61.54% | +3.25% | +5.13% | +5.13% | 0.00% | 36:50 | 24:16 | 34:04 | 37:05 | 39:28 | 48:01 | 05:24 | 04:00 |
 | Daedalus | 11 | 5.50% | 55.6 | 63.64% | +5.44% | +36.36% | +3.03% | -10.93% | 38:16 | 29:22 | 33:51 | 36:23 | 36:54 | 1:03:09 | 03:03 | 02:15 |
 | Battle Fury | 34 | 17.00% | 54.4 | 47.06% | -13.78% | +19.61% | -22.06% | -20.84% | 14:55 | 11:10 | 13:52 | 15:01 | 15:52 | 18:10 | 02:00 | 01:28 |
 | Ring of Protection | 16 | 8.00% | 53.3 | 56.25% | -2.45% | -31.25% | +43.75% | 3.44% | 23:57 | 07:28 | 11:26 | 25:33 | 33:14 | 38:30 | 21:48 | 16:08 |
 | Pavise | 3 | 1.50% | 52.2 | 100.00% | +42.13% | 0.00% | 0.00% | 0.00% | 18:37 | 16:22 | 16:22 | 18:08 | 21:22 | 21:22 | 05:00 | 03:42 |
 | Drum of Endurance | 3 | 1.50% | 51.1 | 100.00% | +42.13% | 0.00% | 0.00% | 0.00% | 20:44 | 16:11 | 16:11 | 20:59 | 25:02 | 25:02 | 08:51 | 06:33 |
 | Maelstrom | 25 | 12.50% | 50.0 | 44.00% | -16.57% | +22.67% | +6.00% | -2.22% | 18:47 | 10:46 | 12:43 | 17:07 | 20:14 | 46:19 | 07:31 | 05:34 |
 | Shadow Blade | 8 | 4.00% | 48.9 | 62.50% | +4.17% | +37.50% | -12.50% | 0.00% | 37:53 | 22:10 | 29:48 | 36:44 | 40:09 | 56:00 | 10:21 | 07:40 |
 | Linken's Sphere | 8 | 4.00% | 47.8 | 62.50% | +4.17% | -12.50% | -12.50% | 0.00% | 39:43 | 26:52 | 28:52 | 37:55 | 43:37 | 56:25 | 14:45 | 10:55 |
 | Diadem | 11 | 5.50% | 46.7 | 54.55% | -4.18% | +12.12% | +12.12% | 0.00% | 31:04 | 18:37 | 23:28 | 25:01 | 34:03 | 49:01 | 10:35 | 07:50 |
 | Harpoon | 11 | 5.50% | 45.6 | 54.55% | -4.18% | +12.12% | +12.12% | 0.00% | 31:43 | 20:42 | 24:00 | 25:29 | 34:36 | 49:31 | 10:36 | 07:51 |
 | Buckler | 11 | 5.50% | 44.4 | 54.55% | -4.18% | -21.22% | +12.12% | 4.07% | 33:03 | 18:18 | 27:52 | 33:15 | 36:03 | 48:23 | 08:11 | 06:03 |
 | Arcane Blink | 6 | 3.00% | 43.3 | 66.67% | +8.42% | +33.33% | +33.33% | 0.00% | 49:57 | 42:21 | 43:33 | 50:25 | 54:03 | 55:18 | 10:30 | 07:46 |
 | Medallion of Courage | 6 | 3.00% | 42.2 | 66.67% | +8.42% | -16.67% | +33.33% | 0.00% | 19:26 | 13:08 | 14:33 | 16:35 | 20:31 | 33:36 | 05:58 | 04:25 |
 | Yasha | 9 | 4.50% | 41.1 | 55.56% | -3.08% | +44.44% | -55.56% | 0.00% | 20:39 | 13:21 | 14:42 | 17:56 | 25:27 | 29:48 | 10:45 | 07:57 |
 | Sange | 12 | 6.00% | 40.0 | 50.00% | -9.04% | -16.67% | -16.67% | 0.00% | 28:30 | 22:32 | 23:18 | 26:30 | 28:19 | 43:38 | 05:01 | 03:42 |
 | Manta Style | 4 | 2.00% | 38.9 | 75.00% | +16.84% | +25.00% | +25.00% | 0.00% | 20:35 | 17:25 | 17:25 | 19:58 | 20:55 | 24:01 | 03:30 | 02:35 |
 | Eul's Scepter of Divinity | 4 | 2.00% | 37.8 | 75.00% | +16.84% | -75.00% | +25.00% | 0.00% | 25:30 | 18:31 | 18:31 | 24:43 | 26:59 | 31:48 | 08:28 | 06:16 |
 | Glimmer Cape | 4 | 2.00% | 36.7 | 75.00% | +16.84% | +25.00% | +25.00% | 0.00% | 28:46 | 26:25 | 26:25 | 27:36 | 30:07 | 30:56 | 03:42 | 02:44 |
 | Rod of Atos | 4 | 2.00% | 35.6 | 75.00% | +16.84% | +25.00% | +25.00% | 0.00% | 25:09 | 19:57 | 19:57 | 21:52 | 26:47 | 31:59 | 06:50 | 05:03 |
 | Bottle | 2 | 1.00% | 34.4 | 100.00% | +41.92% | 0.00% | 0.00% | 0.00% | 27:37 | 10:39 | 10:39 | 44:35 | 44:35 | 44:35 | 33:56 | 25:08 |
 | Tranquil Boots | 2 | 1.00% | 33.3 | 100.00% | +41.92% | 0.00% | 0.00% | 0.00% | 29:18 | 25:59 | 25:59 | 32:36 | 32:36 | 32:36 | 06:37 | 04:54 |
 | Morbid Mask | 11 | 5.50% | 32.2 | 45.45% | -13.81% | -12.12% | +21.22% | 4.31% | 35:35 | 23:20 | 30:47 | 36:02 | 38:31 | 48:23 | 07:44 | 05:43 |
 | Heaven's Halberd | 8 | 4.00% | 31.1 | 50.00% | -8.85% | +50.00% | -50.00% | 0.00% | 33:18 | 25:26 | 28:36 | 31:48 | 33:53 | 44:27 | 05:17 | 03:54 |
 | Aghanim's Shard | 8 | 4.00% | 30.0 | 50.00% | -8.85% | 0.00% | 0.00% | 0.00% | 43:10 | 22:09 | 32:10 | 46:52 | 48:15 | 59:01 | 16:05 | 11:54 |
 | Cornucopia | 12 | 6.00% | 28.9 | 41.67% | -17.90% | -8.34% | -8.34% | 0.00% | 17:35 | 07:23 | 11:18 | 13:37 | 16:20 | 36:34 | 05:02 | 03:43 |
 | Meteor Hammer | 5 | 2.50% | 27.8 | 60.00% | +1.54% | -60.00% | -60.00% | 0.00% | 18:10 | 16:00 | 16:00 | 17:03 | 19:40 | 21:59 | 03:40 | 02:42 |
 | Force Staff | 6 | 3.00% | 26.7 | 50.00% | -8.76% | 0.00% | +50.00% | 0.00% | 29:03 | 21:51 | 24:45 | 25:40 | 35:02 | 37:53 | 10:17 | 07:37 |
 | Lotus Orb | 3 | 1.50% | 25.6 | 66.67% | +8.29% | +33.33% | 0.00% | 0.00% | 34:14 | 28:13 | 28:13 | 32:35 | 41:55 | 41:55 | 13:42 | 10:08 |
 | Moon Shard | 3 | 1.50% | 24.4 | 66.67% | +8.29% | +33.33% | 0.00% | 0.00% | 52:21 | 32:30 | 32:30 | 52:22 | 1:12:11 | 1:12:11 | 39:41 | 29:23 |
 | Vladmir's Offering | 7 | 3.50% | 23.3 | 42.86% | -16.21% | +7.14% | +7.14% | 0.00% | 34:37 | 23:48 | 30:47 | 33:09 | 36:18 | 48:23 | 05:31 | 04:05 |
 | Ring of Basilius | 7 | 3.50% | 22.2 | 42.86% | -16.21% | +57.14% | -42.86% | 0.00% | 25:37 | 06:35 | 11:31 | 25:34 | 30:47 | 48:23 | 19:16 | 14:16 |
 | Wraith Pact | 4 | 2.00% | 21.1 | 50.00% | -8.67% | +50.00% | -50.00% | 0.00% | 35:29 | 31:03 | 31:03 | 33:30 | 38:25 | 38:57 | 07:22 | 05:27 |
 | Sange and Yasha | 4 | 2.00% | 20.0 | 50.00% | -8.67% | -50.00% | +50.00% | 0.00% | 26:11 | 22:49 | 22:49 | 26:01 | 27:52 | 28:02 | 05:03 | 03:44 |
 | Solar Crest | 4 | 2.00% | 18.9 | 50.00% | -8.67% | -50.00% | +50.00% | 0.00% | 25:21 | 21:44 | 21:44 | 21:52 | 24:37 | 33:11 | 02:53 | 02:08 |
 | Satanic | 4 | 2.00% | 17.8 | 50.00% | -8.67% | -50.00% | +50.00% | 0.00% | 39:02 | 33:13 | 33:13 | 38:49 | 39:47 | 44:20 | 06:34 | 04:51 |
 | Butterfly | 4 | 2.00% | 16.7 | 50.00% | -8.67% | +50.00% | +50.00% | 0.00% | 43:13 | 40:04 | 40:04 | 42:13 | 42:28 | 48:07 | 02:24 | 01:46 |
 | Boots of Bearing | 1 | 0.50% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:17 | 26:17 | 26:17 | 26:17 | 26:17 | 26:17 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.50% | 14.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:54 | 14:54 | 14:54 | 14:54 | 14:54 | 14:54 | 00:00 | 00:00 |
 | Witch Blade | 1 | 0.50% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:43 | 18:43 | 18:43 | 18:43 | 18:43 | 18:43 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.50% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:41 | 42:41 | 42:41 | 42:41 | 42:41 | 42:41 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.50% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 1.00% | 10.0 | 50.00% | -8.59% | -50.00% | 0.00% | 0.00% | 33:32 | 29:17 | 29:17 | 37:47 | 37:47 | 37:47 | 08:30 | 06:17 |
 | Hand of Midas | 4 | 2.00% | 8.9 | 0.00% | -59.69% | 0.00% | 0.00% | 0.00% | 26:31 | 13:53 | 13:53 | 14:14 | 16:06 | 1:01:52 | 02:13 | 01:38 |
 | Pipe of Insight | 2 | 1.00% | 7.8 | 0.00% | -59.09% | 0.00% | 0.00% | 0.00% | 25:47 | 24:29 | 24:29 | 27:04 | 27:04 | 27:04 | 02:35 | 01:54 |
 | Scythe of Vyse | 1 | 0.50% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:33 | 56:33 | 56:33 | 56:33 | 56:33 | 56:33 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 1.00% | 5.6 | 0.00% | -59.09% | 0.00% | 0.00% | 0.00% | 09:53 | 09:31 | 09:31 | 10:14 | 10:14 | 10:14 | 00:43 | 00:31 |
 | Headdress | 2 | 1.00% | 4.4 | 0.00% | -59.09% | 0.00% | 0.00% | 0.00% | 18:54 | 18:11 | 18:11 | 19:37 | 19:37 | 19:37 | 01:26 | 01:03 |
 | Spirit Vessel | 1 | 0.50% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:37 | 17:37 | 17:37 | 17:37 | 17:37 | 17:37 | 00:00 | 00:00 |
 | Gleipnir | 1 | 0.50% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:03 | 34:03 | 34:03 | 34:03 | 34:03 | 34:03 | 00:00 | 00:00 |
 | Hood of Defiance | 3 | 1.50% | 1.1 | 0.00% | -59.39% | 0.00% | 0.00% | 0.00% | 17:18 | 16:51 | 16:51 | 17:18 | 17:45 | 17:45 | 00:54 | 00:40 |