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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 | |
 | Eye of Skadi | 153 | 28.23% | 100.0 | 60.78% | +16.31% | +18.17% | -8.15% | -4.21% | 31:28 | 19:47 | 27:55 | 31:00 | 34:10 | 49:45 | 06:15 | 04:37 |
 | Aghanim's Scepter | 51 | 9.41% | 98.9 | 66.67% | +19.42% | +17.95% | -5.13% | -3.22% | 29:48 | 18:41 | 24:35 | 27:27 | 31:45 | 59:53 | 07:10 | 05:18 |
 | Blight Stone | 361 | 66.61% | 97.8 | 53.74% | +13.96% | +0.70% | -1.52% | -0.54% | 08:10 | -01:29 | 05:02 | 06:57 | 09:09 | 46:37 | 04:07 | 03:02 |
 | Orb of Corrosion | 328 | 60.52% | 96.7 | 53.66% | +11.60% | +1.22% | -1.22% | -0.76% | 08:50 | 02:34 | 06:44 | 07:56 | 09:57 | 31:42 | 03:13 | 02:22 |
 | Bloodthorn | 20 | 3.69% | 95.6 | 75.00% | +26.92% | -15.00% | -15.00% | 0.00% | 30:57 | 20:10 | 27:14 | 28:50 | 34:47 | 44:04 | 07:33 | 05:35 |
 | Crystalys | 60 | 11.07% | 94.5 | 61.67% | +14.16% | -15.00% | -15.00% | 0.00% | 31:51 | 17:20 | 26:53 | 30:41 | 35:01 | 51:21 | 08:08 | 06:01 |
 | Fluffy Hat | 346 | 63.84% | 93.4 | 52.31% | +8.94% | +6.31% | -2.31% | -2.54% | 07:38 | -01:29 | 05:27 | 07:03 | 08:51 | 31:20 | 03:24 | 02:31 |
 | Magic Wand | 460 | 84.87% | 92.3 | 50.87% | +11.85% | +5.65% | -4.78% | -2.22% | 07:18 | -01:29 | 04:08 | 06:49 | 08:50 | 30:49 | 04:42 | 03:28 |
 | Orb of Venom | 440 | 81.18% | 91.2 | 50.91% | +9.73% | -2.73% | +4.54% | 3.18% | 01:37 | -01:30 | -01:29 | 01:02 | 03:46 | 23:04 | 05:15 | 03:53 |
 | Desolator | 73 | 13.47% | 90.1 | 58.90% | +11.35% | +18.88% | -20.01% | -4.67% | 24:29 | 14:59 | 19:25 | 25:00 | 27:45 | 46:37 | 08:20 | 06:10 |
 | Ring of Health | 163 | 30.07% | 89.0 | 53.99% | +7.02% | +2.11% | +6.99% | 0.19% | 22:13 | 02:31 | 10:47 | 14:46 | 36:08 | 1:10:48 | 25:21 | 18:46 |
 | Skull Basher | 103 | 19.00% | 87.9 | 56.31% | +8.93% | -2.46% | +1.38% | 0.55% | 33:41 | 21:58 | 29:11 | 33:17 | 36:08 | 52:17 | 06:57 | 05:08 |
 | Magic Stick | 484 | 89.30% | 86.8 | 49.79% | +6.69% | -0.20% | +1.45% | 0.41% | 02:37 | -01:30 | -01:29 | 01:38 | 05:31 | 21:41 | 07:00 | 05:11 |
 | Boots of Speed | 407 | 75.09% | 85.7 | 50.12% | +4.19% | +0.86% | -0.12% | -0.54% | 03:58 | -01:29 | 02:14 | 03:04 | 04:02 | 40:36 | 01:48 | 01:20 |
 | Buckler | 21 | 3.87% | 84.6 | 71.43% | +23.25% | -11.43% | +28.57% | 0.00% | 24:41 | 08:51 | 15:43 | 27:20 | 33:41 | 41:04 | 17:58 | 13:18 |
 | Black King Bar | 367 | 67.71% | 83.5 | 49.86% | +2.43% | +12.10% | -6.38% | -3.85% | 23:02 | 15:24 | 19:51 | 21:38 | 24:39 | 43:36 | 04:48 | 03:33 |
 | Vanguard | 38 | 7.01% | 82.4 | 63.16% | +15.14% | +6.84% | -29.83% | -2.90% | 43:29 | 26:21 | 36:47 | 42:04 | 49:26 | 59:19 | 12:39 | 09:22 |
 | Void Stone | 219 | 40.41% | 81.3 | 51.14% | +3.46% | +7.04% | +10.68% | 0.25% | 19:05 | 05:27 | 10:17 | 13:28 | 24:51 | 1:10:48 | 14:34 | 10:47 |
 | Power Treads | 318 | 58.67% | 80.2 | 49.37% | +0.71% | +4.38% | +1.26% | -1.80% | 06:56 | 03:29 | 05:43 | 06:28 | 07:27 | 25:55 | 01:44 | 01:17 |
 | Quelling Blade | 336 | 61.99% | 79.1 | 49.11% | +0.08% | -5.06% | +4.46% | 0.00% | -00:54 | -01:30 | -01:29 | -01:29 | -01:29 | 1:03:59 | 00:00 | 00:00 |
 | Daedalus | 29 | 5.35% | 78.0 | 65.52% | +17.37% | +20.19% | -8.38% | -2.20% | 37:41 | 26:35 | 31:11 | 35:47 | 44:10 | 54:43 | 12:59 | 09:37 |
 | Yasha | 11 | 2.03% | 76.9 | 81.82% | +33.42% | +18.18% | +18.18% | 0.00% | 21:58 | 14:42 | 16:11 | 22:57 | 24:36 | 33:40 | 08:25 | 06:14 |
 | Crown | 70 | 12.92% | 75.8 | 55.71% | +7.62% | +5.40% | +9.00% | 0.28% | 19:20 | 04:30 | 12:56 | 16:53 | 25:40 | 42:19 | 12:44 | 09:25 |
 | Echo Sabre | 139 | 25.65% | 74.7 | 51.08% | +2.69% | +3.21% | +0.35% | -0.95% | 14:01 | 09:28 | 12:03 | 13:32 | 15:04 | 29:23 | 03:01 | 02:14 |
 | Phase Boots | 46 | 8.49% | 73.6 | 58.70% | +10.51% | +7.97% | +23.12% | 2.30% | 09:36 | 03:40 | 05:58 | 07:00 | 12:33 | 29:34 | 06:35 | 04:52 |
 | Mage Slayer | 44 | 8.12% | 72.5 | 59.09% | +10.90% | -4.54% | -4.54% | 0.00% | 24:14 | 12:54 | 21:05 | 23:12 | 27:27 | 39:48 | 06:22 | 04:42 |
 | Chainmail | 80 | 14.76% | 71.4 | 53.75% | +5.48% | +6.25% | +1.25% | -0.35% | 13:08 | 02:59 | 05:28 | 10:56 | 19:52 | 38:31 | 14:24 | 10:40 |
 | Orchid Malevolence | 78 | 14.39% | 70.3 | 53.85% | +5.57% | -8.85% | +4.04% | 2.17% | 23:39 | 14:01 | 20:01 | 22:30 | 25:57 | 44:04 | 05:56 | 04:23 |
 | Rod of Atos | 39 | 7.20% | 69.2 | 58.97% | +10.66% | +1.03% | +11.03% | 1.59% | 24:45 | 16:29 | 20:39 | 23:47 | 26:57 | 42:20 | 06:18 | 04:40 |
 | Morbid Mask | 37 | 6.83% | 68.1 | 59.46% | +11.14% | -15.02% | -3.90% | 0.67% | 31:04 | 14:25 | 20:36 | 33:37 | 37:05 | 48:10 | 16:29 | 12:12 |
 | Abyssal Blade | 35 | 6.46% | 67.0 | 60.00% | +11.68% | +6.67% | -26.67% | -2.71% | 44:17 | 28:04 | 37:14 | 43:47 | 49:31 | 59:27 | 12:17 | 09:05 |
 | Wraith Band | 125 | 23.06% | 65.9 | 49.60% | +0.68% | +5.24% | +5.24% | 0.00% | 03:33 | -01:29 | 01:31 | 02:11 | 04:08 | 23:46 | 02:37 | 01:56 |
 | Helm of Iron Will | 27 | 4.98% | 64.8 | 62.96% | +14.61% | +8.47% | -34.39% | -4.24% | 34:36 | 15:14 | 29:23 | 35:33 | 39:29 | 51:58 | 10:06 | 07:28 |
 | Linken's Sphere | 10 | 1.85% | 63.7 | 80.00% | +31.50% | +20.00% | +20.00% | 0.00% | 36:41 | 29:30 | 30:56 | 34:02 | 41:30 | 46:25 | 10:34 | 07:49 |
 | Ring of Protection | 34 | 6.27% | 62.6 | 58.82% | +10.39% | -3.26% | +28.68% | 1.71% | 17:44 | -01:29 | 09:34 | 14:15 | 28:15 | 41:04 | 18:41 | 13:50 |
 | Battle Fury | 102 | 18.82% | 61.5 | 49.02% | -0.07% | +16.36% | -21.02% | -19.01% | 15:19 | 12:05 | 14:16 | 15:11 | 16:14 | 19:24 | 01:58 | 01:27 |
 | Nullifier | 23 | 4.24% | 60.4 | 60.87% | +12.32% | +22.46% | -27.54% | -5.12% | 37:42 | 25:37 | 32:34 | 38:09 | 42:20 | 52:42 | 09:46 | 07:14 |
 | Ring of Basilius | 21 | 3.87% | 59.3 | 61.90% | +13.34% | -1.90% | +18.10% | 0.00% | 19:26 | 01:39 | 11:12 | 16:26 | 29:22 | 37:53 | 18:10 | 13:27 |
 | Maelstrom | 100 | 18.45% | 58.2 | 46.00% | -3.77% | +14.00% | -6.00% | -3.34% | 17:56 | 11:05 | 13:13 | 15:01 | 19:12 | 40:06 | 05:59 | 04:25 |
 | Diffusal Blade | 44 | 8.12% | 57.1 | 52.27% | +3.47% | +20.46% | -25.00% | -7.31% | 17:54 | 11:10 | 13:46 | 18:23 | 19:59 | 31:01 | 06:13 | 04:36 |
 | Refresher Orb | 37 | 6.83% | 56.0 | 54.05% | +5.34% | +1.51% | +1.51% | 0.00% | 44:56 | 33:33 | 38:27 | 42:52 | 49:36 | 1:10:48 | 11:09 | 08:15 |
 | Javelin | 119 | 21.96% | 54.9 | 44.54% | -5.81% | +8.79% | +5.46% | -0.21% | 18:18 | 06:23 | 10:10 | 14:37 | 26:00 | 55:52 | 15:50 | 11:43 |
 | Vladmir's Offering | 15 | 2.77% | 53.8 | 66.67% | +18.09% | -41.67% | +33.33% | 0.00% | 26:00 | 14:45 | 19:23 | 23:01 | 31:04 | 42:22 | 11:41 | 08:39 |
 | Satanic | 15 | 2.77% | 52.7 | 66.67% | +18.09% | +33.33% | -16.67% | 0.00% | 39:03 | 31:07 | 36:04 | 38:18 | 40:45 | 49:02 | 04:41 | 03:28 |
 | Manta Style | 9 | 1.66% | 51.6 | 77.78% | +29.19% | +22.22% | +22.22% | 0.00% | 24:46 | 18:19 | 18:50 | 26:15 | 27:35 | 32:51 | 08:45 | 06:28 |
 | Butterfly | 11 | 2.03% | 50.5 | 72.73% | +24.14% | +27.27% | -72.73% | 0.00% | 37:05 | 32:34 | 32:46 | 37:00 | 38:53 | 43:39 | 06:07 | 04:31 |
 | Wind Lace | 69 | 12.73% | 49.5 | 46.38% | -3.09% | +6.56% | +6.56% | 0.00% | 16:22 | -01:29 | 09:52 | 16:16 | 22:10 | 37:45 | 12:18 | 09:06 |
 | Scythe of Vyse | 4 | 0.74% | 48.4 | 100.00% | +51.30% | 0.00% | 0.00% | 0.00% | 44:26 | 33:04 | 33:04 | 34:51 | 41:39 | 1:08:11 | 08:35 | 06:21 |
 | Mjollnir | 24 | 4.43% | 47.3 | 54.17% | +5.33% | -20.84% | +12.50% | 3.13% | 33:12 | 19:21 | 25:34 | 31:36 | 36:13 | 53:23 | 10:39 | 07:53 |
 | Medallion of Courage | 31 | 5.72% | 46.2 | 48.39% | -0.73% | +1.61% | +14.11% | 1.30% | 19:06 | 07:58 | 14:11 | 17:05 | 23:47 | 35:30 | 09:36 | 07:06 |
 | Wraith Pact | 13 | 2.40% | 45.1 | 61.54% | +12.77% | +5.13% | +5.13% | 0.00% | 29:37 | 19:01 | 24:11 | 27:34 | 33:33 | 43:03 | 09:22 | 06:56 |
 | Blink Dagger | 26 | 4.80% | 44.0 | 50.00% | +0.97% | +7.14% | -33.33% | -3.41% | 37:49 | 16:38 | 30:31 | 35:30 | 42:23 | 1:02:12 | 11:52 | 08:47 |
 | Monkey King Bar | 25 | 4.61% | 42.9 | 48.00% | -1.13% | +2.00% | -14.67% | -1.26% | 37:50 | 25:55 | 30:45 | 34:54 | 43:57 | 56:04 | 13:12 | 09:46 |
 | Solar Crest | 25 | 4.61% | 41.8 | 48.00% | -1.13% | -14.67% | +2.00% | 1.82% | 24:26 | 13:49 | 18:44 | 22:50 | 27:53 | 38:07 | 09:09 | 06:46 |
 | Gleipnir | 17 | 3.14% | 40.7 | 52.94% | +3.99% | +22.06% | -2.94% | 0.00% | 32:41 | 25:18 | 27:58 | 32:14 | 33:44 | 42:36 | 05:46 | 04:16 |
 | Lotus Orb | 7 | 1.29% | 39.6 | 71.43% | +22.64% | +28.57% | -21.43% | 0.00% | 32:10 | 21:12 | 22:35 | 28:14 | 35:41 | 52:19 | 13:06 | 09:42 |
 | Aeon Disk | 3 | 0.55% | 38.5 | 100.00% | +51.21% | 0.00% | 0.00% | 0.00% | 47:11 | 31:31 | 31:31 | 53:42 | 56:19 | 56:19 | 24:48 | 18:22 |
 | Moon Shard | 5 | 0.92% | 37.4 | 80.00% | +31.21% | +20.00% | +20.00% | 0.00% | 47:11 | 25:36 | 25:36 | 39:57 | 1:06:14 | 1:07:14 | 40:38 | 30:05 |
 | Aghanim's Blessing | 5 | 0.92% | 36.3 | 80.00% | +31.21% | +20.00% | +20.00% | 0.00% | 50:15 | 36:30 | 36:30 | 50:37 | 57:01 | 59:53 | 20:31 | 15:11 |
 | Silver Edge | 18 | 3.32% | 35.2 | 50.00% | +0.95% | -10.00% | -25.00% | 0.00% | 34:14 | 27:33 | 30:14 | 33:59 | 38:26 | 41:14 | 08:12 | 06:04 |
 | Falcon Blade | 10 | 1.85% | 34.1 | 60.00% | +11.13% | -26.67% | +40.00% | 0.00% | 09:04 | 07:09 | 08:01 | 08:12 | 08:48 | 16:21 | 00:47 | 00:34 |
 | Eul's Scepter of Divinity | 28 | 5.17% | 33.0 | 42.86% | -6.56% | 0.00% | 0.00% | 0.00% | 26:05 | 17:58 | 19:55 | 24:47 | 29:42 | 43:03 | 09:47 | 07:14 |
 | Shadow Blade | 25 | 4.61% | 31.9 | 44.00% | -5.32% | -10.67% | +6.00% | 2.36% | 30:53 | 19:30 | 27:46 | 31:32 | 34:49 | 39:39 | 07:03 | 05:13 |
 | Drum of Endurance | 4 | 0.74% | 30.8 | 75.00% | +26.12% | -75.00% | +25.00% | 0.00% | 17:03 | 12:48 | 12:48 | 16:24 | 17:45 | 21:13 | 04:57 | 03:40 |
 | Boots of Bearing | 2 | 0.37% | 29.7 | 100.00% | +51.11% | 0.00% | 0.00% | 0.00% | 40:02 | 37:08 | 37:08 | 42:56 | 42:56 | 42:56 | 05:48 | 04:17 |
 | Tranquil Boots | 2 | 0.37% | 28.6 | 100.00% | +51.11% | 0.00% | 0.00% | 0.00% | 38:52 | 37:08 | 37:08 | 40:36 | 40:36 | 40:36 | 03:28 | 02:34 |
 | Sange | 11 | 2.03% | 27.5 | 45.45% | -3.70% | -12.12% | -45.45% | 0.00% | 29:52 | 17:00 | 25:47 | 27:49 | 31:43 | 48:02 | 05:56 | 04:23 |
 | Urn of Shadows | 12 | 2.21% | 26.4 | 41.67% | -7.58% | -8.34% | -8.34% | 0.00% | 11:00 | 07:18 | 09:48 | 10:50 | 12:25 | 12:42 | 02:37 | 01:56 |
 | Divine Rapier | 5 | 0.92% | 25.3 | 60.00% | +11.02% | +40.00% | +40.00% | 0.00% | 46:21 | 26:58 | 26:58 | 50:47 | 57:14 | 58:34 | 30:16 | 22:25 |
 | Spirit Vessel | 10 | 1.85% | 24.2 | 40.00% | -9.25% | -6.67% | -40.00% | 0.00% | 19:31 | 16:54 | 17:16 | 17:54 | 19:53 | 25:46 | 02:37 | 01:56 |
 | Arcane Blink | 6 | 1.11% | 23.1 | 50.00% | +0.93% | 0.00% | -50.00% | 0.00% | 42:00 | 33:13 | 34:37 | 35:33 | 42:07 | 1:05:09 | 07:30 | 05:33 |
 | Glimmer Cape | 7 | 1.29% | 22.0 | 42.86% | -6.30% | +7.14% | +7.14% | 0.00% | 29:53 | 18:46 | 23:00 | 30:22 | 33:22 | 41:05 | 10:22 | 07:40 |
 | Aghanim's Shard | 12 | 2.21% | 20.9 | 33.33% | -16.10% | 0.00% | -33.33% | 0.00% | 42:50 | 15:31 | 35:51 | 40:43 | 47:54 | 1:03:13 | 12:03 | 08:55 |
 | Heaven's Halberd | 8 | 1.48% | 19.8 | 37.50% | -11.75% | +62.50% | -37.50% | 0.00% | 36:48 | 28:49 | 31:37 | 35:15 | 37:50 | 51:02 | 06:13 | 04:36 |
 | Ghost Scepter | 9 | 1.66% | 18.7 | 33.33% | -16.01% | +16.67% | -33.33% | 0.00% | 36:46 | 23:51 | 24:50 | 27:22 | 47:28 | 1:02:39 | 22:38 | 16:45 |
 | Witch Blade | 1 | 0.18% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:31 | 38:31 | 38:31 | 38:31 | 38:31 | 38:31 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.18% | 16.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 00:00 | 00:00 |
 | Headdress | 1 | 0.18% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.18% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.18% | 13.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.18% | 12.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:52 | 36:52 | 36:52 | 36:52 | 36:52 | 36:52 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.18% | 11.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:03 | 27:03 | 27:03 | 27:03 | 27:03 | 27:03 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.18% | 9.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:08 | 15:08 | 15:08 | 15:08 | 15:08 | 15:08 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 0.18% | 8.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:32 | 26:32 | 26:32 | 26:32 | 26:32 | 26:32 | 00:00 | 00:00 |
 | Bracer | 5 | 0.92% | 7.7 | 40.00% | -9.16% | -40.00% | +60.00% | 0.00% | 08:36 | 01:00 | 01:00 | 08:59 | 11:00 | 13:16 | 10:00 | 07:24 |
 | Force Staff | 6 | 1.11% | 6.6 | 33.33% | -15.92% | +16.67% | -33.33% | 0.00% | 22:17 | 14:31 | 15:59 | 20:40 | 30:17 | 30:50 | 14:18 | 10:35 |
 | Bottle | 2 | 0.37% | 5.5 | 50.00% | +0.93% | -50.00% | 0.00% | 0.00% | 01:34 | 01:33 | 01:33 | 01:34 | 01:34 | 01:34 | 00:01 | 00:00 |
 | Swift Blink | 2 | 0.37% | 4.4 | 50.00% | +0.93% | +50.00% | 0.00% | 0.00% | 44:07 | 40:58 | 40:58 | 47:15 | 47:15 | 47:15 | 06:17 | 04:39 |
 | Hand of Midas | 6 | 1.11% | 3.3 | 16.67% | -32.77% | -16.67% | -16.67% | 0.00% | 13:25 | 07:39 | 11:14 | 13:43 | 16:02 | 17:52 | 04:48 | 03:33 |
 | Null Talisman | 1 | 0.18% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:45 | 17:45 | 17:45 | 17:45 | 17:45 | 17:45 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 0.18% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:31 | 43:31 | 43:31 | 43:31 | 43:31 | 43:31 | 00:00 | 00:00 |