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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 | |
 | Eul's Scepter of Divinity | 107 | 11.01% | 100.0 | 73.83% | +25.39% | +18.76% | -14.57% | -4.06% | 32:35 | 22:11 | 27:53 | 31:44 | 36:05 | 51:26 | 08:12 | 06:04 |
 | Buckler | 108 | 11.11% | 98.9 | 73.15% | +24.65% | +8.33% | -10.19% | -3.34% | 33:16 | 20:45 | 29:23 | 32:07 | 34:56 | 60:10 | 05:33 | 04:06 |
 | Assault Cuirass | 88 | 9.05% | 97.9 | 73.86% | +24.88% | +17.05% | -14.77% | -6.49% | 33:56 | 22:46 | 30:35 | 33:35 | 35:29 | 46:41 | 04:54 | 03:37 |
 | Void Stone | 177 | 18.21% | 96.8 | 69.49% | +22.32% | +5.51% | -8.13% | -1.16% | 32:57 | 17:57 | 25:31 | 30:34 | 37:16 | 1:22:37 | 11:45 | 08:42 |
 | Moon Shard | 82 | 8.44% | 95.7 | 68.29% | +18.63% | +7.90% | -18.29% | -1.22% | 29:49 | 11:46 | 15:32 | 29:27 | 36:59 | 1:36:12 | 21:27 | 15:53 |
 | Morbid Mask | 79 | 8.13% | 94.7 | 67.09% | +17.26% | -7.09% | -7.09% | 0.00% | 32:35 | 06:57 | 28:29 | 33:56 | 37:06 | 53:49 | 08:37 | 06:22 |
 | Ring of Protection | 244 | 25.10% | 93.6 | 60.25% | +12.04% | -20.91% | +5.32% | 0.95% | 16:36 | -01:29 | 03:46 | 10:13 | 31:17 | 60:10 | 27:31 | 20:22 |
 | Satanic | 51 | 5.25% | 92.6 | 68.63% | +18.36% | +15.99% | -22.48% | -4.83% | 38:04 | 23:26 | 33:24 | 37:32 | 41:22 | 54:01 | 07:58 | 05:54 |
 | Crystalys | 292 | 30.04% | 91.5 | 57.19% | +8.51% | +12.67% | -13.35% | -3.42% | 29:30 | 16:03 | 25:17 | 28:17 | 32:53 | 60:57 | 07:36 | 05:37 |
 | Force Staff | 283 | 29.12% | 90.4 | 57.24% | +8.47% | +13.18% | -19.21% | -6.00% | 28:26 | 15:50 | 25:14 | 27:57 | 30:38 | 45:27 | 05:24 | 04:00 |
 | Silver Edge | 219 | 22.53% | 89.4 | 57.99% | +8.72% | +14.74% | -16.17% | -3.65% | 29:51 | 18:15 | 25:34 | 28:36 | 34:02 | 53:05 | 08:28 | 06:16 |
 | Ring of Health | 61 | 6.28% | 88.3 | 65.57% | +15.30% | -5.57% | -12.24% | -0.56% | 36:14 | 05:20 | 28:19 | 33:55 | 40:12 | 1:22:36 | 11:53 | 08:48 |
 | Tranquil Boots | 314 | 32.30% | 87.2 | 55.73% | +6.64% | +1.23% | -7.01% | -2.17% | 09:17 | 02:27 | 06:03 | 07:32 | 09:51 | 45:23 | 03:48 | 02:48 |
 | Blink Dagger | 890 | 91.56% | 86.2 | 52.58% | +15.99% | +0.78% | -8.89% | -1.61% | 17:03 | 07:42 | 13:12 | 16:24 | 19:12 | 51:21 | 06:00 | 04:26 |
 | Magic Wand | 632 | 65.02% | 85.1 | 53.01% | +5.07% | +5.22% | +2.05% | -0.45% | 09:07 | -01:29 | 05:08 | 07:45 | 12:09 | 37:27 | 07:01 | 05:11 |
 | Fluffy Hat | 319 | 32.82% | 84.0 | 54.55% | +4.93% | +6.70% | -8.30% | -2.31% | 23:36 | 09:24 | 19:37 | 22:44 | 26:06 | 42:57 | 06:29 | 04:48 |
 | Wind Lace | 516 | 53.09% | 83.0 | 53.10% | +3.98% | +5.81% | -2.71% | -1.63% | 06:27 | -01:30 | 03:01 | 05:26 | 08:15 | 41:52 | 05:14 | 03:52 |
 | Magic Stick | 849 | 87.35% | 81.9 | 51.83% | +4.68% | +3.36% | -0.89% | -0.95% | 03:36 | -01:30 | -01:24 | 02:36 | 05:53 | 32:17 | 07:17 | 05:23 |
 | Boots of Speed | 972 | 100.00% | 80.9 | 51.23% | +51.23% | -1.02% | -5.14% | -1.39% | 03:00 | -01:30 | 01:50 | 03:34 | 04:48 | 11:11 | 02:58 | 02:11 |
 | Black King Bar | 428 | 44.03% | 79.8 | 53.04% | +3.22% | +21.73% | -18.46% | -7.91% | 26:34 | 18:21 | 23:05 | 24:58 | 28:10 | 1:07:57 | 05:05 | 03:45 |
 | Shadow Blade | 292 | 30.04% | 78.7 | 53.77% | +3.62% | +9.24% | -7.19% | -1.41% | 24:02 | 12:33 | 17:48 | 21:47 | 29:27 | 47:34 | 11:39 | 08:37 |
 | Aghanim's Shard | 334 | 34.36% | 77.7 | 52.69% | +2.22% | +9.21% | -6.91% | -1.51% | 21:58 | 15:00 | 15:27 | 17:52 | 26:08 | 1:14:04 | 10:41 | 07:54 |
 | Swift Blink | 18 | 1.85% | 76.6 | 77.78% | +27.05% | +22.22% | -27.78% | -6.79% | 48:26 | 36:56 | 44:20 | 46:56 | 51:42 | 1:13:18 | 07:22 | 05:27 |
 | Echo Sabre | 432 | 44.44% | 75.5 | 51.85% | +1.11% | +11.11% | -7.41% | -2.46% | 16:39 | 09:35 | 12:00 | 17:01 | 19:32 | 41:18 | 07:32 | 05:34 |
 | Quelling Blade | 520 | 53.50% | 74.5 | 50.96% | -0.59% | +4.42% | -0.96% | 0.00% | -00:50 | -01:30 | -01:29 | -01:29 | -01:29 | 19:02 | 00:00 | 00:00 |
 | Power Treads | 402 | 41.36% | 73.4 | 51.24% | +0.01% | +10.15% | -7.24% | -8.03% | 07:32 | 03:40 | 05:33 | 06:32 | 07:43 | 27:28 | 02:10 | 01:36 |
 | Soul Ring | 125 | 12.86% | 72.3 | 54.40% | +3.63% | +3.66% | +6.89% | 0.81% | 08:51 | 01:12 | 06:09 | 08:21 | 10:08 | 25:39 | 03:59 | 02:57 |
 | Phase Boots | 153 | 15.74% | 71.3 | 52.29% | +1.25% | +2.97% | +2.97% | 0.00% | 10:45 | 05:15 | 07:26 | 09:16 | 13:43 | 39:01 | 06:17 | 04:39 |
 | Bottle | 261 | 26.85% | 70.2 | 49.81% | -1.95% | +2.50% | -9.81% | -12.31% | 01:37 | 00:14 | 01:22 | 01:35 | 01:44 | 05:54 | 00:22 | 00:16 |
 | Chainmail | 158 | 16.26% | 69.1 | 51.90% | +0.79% | +3.10% | +7.07% | 0.63% | 10:26 | 03:00 | 06:46 | 08:26 | 13:02 | 49:27 | 06:16 | 04:38 |
 | Lotus Orb | 33 | 3.40% | 68.1 | 63.64% | +12.84% | -13.64% | -1.14% | 1.30% | 36:04 | 23:59 | 30:49 | 34:56 | 40:24 | 48:23 | 09:35 | 07:05 |
 | Ghost Scepter | 80 | 8.23% | 67.0 | 51.25% | +0.02% | -1.25% | -21.25% | -2.29% | 33:25 | 16:45 | 28:26 | 32:10 | 37:11 | 1:01:55 | 08:45 | 06:28 |
 | Wind Waker | 10 | 1.03% | 66.0 | 80.00% | +29.06% | +20.00% | -30.00% | -2.96% | 50:44 | 35:52 | 42:49 | 48:22 | 59:44 | 1:08:08 | 16:55 | 12:31 |
 | Scythe of Vyse | 10 | 1.03% | 64.9 | 80.00% | +29.06% | +20.00% | -30.00% | -3.54% | 47:08 | 36:20 | 40:15 | 42:55 | 54:22 | 1:07:30 | 14:07 | 10:27 |
 | Aeon Disk | 19 | 1.95% | 63.8 | 63.16% | +12.16% | -3.16% | -3.16% | 0.00% | 42:18 | 25:28 | 34:52 | 39:51 | 45:49 | 1:07:44 | 10:57 | 08:06 |
 | Javelin | 9 | 0.93% | 62.8 | 77.78% | +26.79% | +22.22% | +22.22% | 0.00% | 39:01 | 28:28 | 28:51 | 34:27 | 43:36 | 60:30 | 14:45 | 10:55 |
 | Overwhelming Blink | 20 | 2.06% | 61.7 | 60.00% | +8.95% | +20.00% | +20.00% | 0.00% | 45:18 | 30:19 | 40:50 | 46:16 | 48:50 | 57:18 | 08:00 | 05:55 |
 | Wraith Band | 76 | 7.82% | 60.6 | 44.74% | -7.05% | -7.90% | -2.63% | 5.27% | 02:16 | -01:30 | -01:29 | 01:34 | 02:18 | 33:22 | 03:47 | 02:48 |
 | Arcane Boots | 51 | 5.25% | 59.6 | 47.06% | -4.41% | -8.60% | -0.91% | 1.32% | 12:27 | 04:05 | 07:20 | 09:21 | 13:09 | 35:37 | 05:49 | 04:18 |
 | Monkey King Bar | 8 | 0.82% | 58.5 | 75.00% | +23.96% | +25.00% | +25.00% | 0.00% | 40:31 | 29:43 | 30:39 | 34:39 | 43:43 | 60:41 | 13:04 | 09:40 |
 | Daedalus | 24 | 2.47% | 57.4 | 50.00% | -1.27% | 0.00% | +16.67% | 2.22% | 40:24 | 29:45 | 35:13 | 37:58 | 42:43 | 1:10:35 | 07:30 | 05:33 |
 | Aghanim's Scepter | 54 | 5.56% | 56.4 | 40.74% | -11.11% | +23.55% | -9.97% | -4.27% | 29:50 | 19:38 | 24:26 | 27:55 | 32:17 | 54:05 | 07:51 | 05:48 |
 | Refresher Orb | 7 | 0.72% | 55.3 | 71.43% | +20.34% | +28.57% | -21.43% | 0.00% | 58:38 | 35:15 | 50:53 | 53:06 | 1:08:10 | 1:22:44 | 17:17 | 12:48 |
 | Crown | 10 | 1.03% | 54.3 | 60.00% | +8.86% | +6.67% | -10.00% | -2.02% | 28:39 | 16:07 | 21:21 | 27:12 | 29:37 | 51:48 | 08:16 | 06:07 |
 | Bracer | 36 | 3.70% | 53.2 | 38.89% | -12.82% | +5.55% | -5.56% | -8.55% | 02:30 | -01:29 | 01:30 | 02:11 | 02:48 | 07:21 | 01:18 | 00:57 |
 | Ring of Basilius | 17 | 1.75% | 52.1 | 47.06% | -4.25% | +2.94% | +2.94% | 0.00% | 24:12 | 01:53 | 08:45 | 26:00 | 31:13 | 48:32 | 22:28 | 16:38 |
 | Aether Lens | 11 | 1.13% | 51.1 | 54.55% | +3.35% | -21.22% | +12.12% | 1.98% | 45:09 | 21:09 | 34:59 | 41:36 | 51:51 | 1:09:40 | 16:52 | 12:29 |
 | Hand of Midas | 25 | 2.57% | 50.0 | 40.00% | -11.53% | +10.00% | +10.00% | 0.00% | 13:11 | 06:14 | 08:10 | 12:01 | 17:36 | 20:17 | 09:26 | 06:59 |
 | Glimmer Cape | 9 | 0.93% | 48.9 | 55.56% | +4.37% | +44.44% | -5.56% | 0.00% | 37:38 | 21:25 | 30:23 | 36:54 | 46:14 | 47:29 | 15:51 | 11:44 |
 | Divine Rapier | 4 | 0.41% | 47.9 | 75.00% | +23.86% | -75.00% | +25.00% | 0.00% | 58:08 | 45:00 | 45:00 | 58:17 | 59:53 | 1:09:23 | 14:53 | 11:01 |
 | Ethereal Blade | 10 | 1.03% | 46.8 | 50.00% | -1.25% | +16.67% | 0.00% | -1.22% | 41:17 | 25:56 | 33:35 | 42:01 | 47:18 | 1:01:55 | 13:43 | 10:09 |
 | Sange | 7 | 0.72% | 45.7 | 57.14% | +5.95% | +42.86% | -7.14% | 0.00% | 38:06 | 22:12 | 30:14 | 39:14 | 43:30 | 46:33 | 13:16 | 09:49 |
 | Vladmir's Offering | 7 | 0.72% | 44.7 | 57.14% | +5.95% | +42.86% | +42.86% | 0.00% | 35:25 | 24:16 | 31:16 | 32:19 | 32:45 | 48:32 | 01:29 | 01:05 |
 | Dagon | 2 | 0.21% | 43.6 | 100.00% | +48.87% | 0.00% | 0.00% | 0.00% | 28:25 | 27:12 | 27:12 | 29:37 | 29:37 | 29:37 | 02:25 | 01:47 |
 | Linken's Sphere | 2 | 0.21% | 42.6 | 100.00% | +48.87% | 0.00% | 0.00% | 0.00% | 45:26 | 44:14 | 44:14 | 46:37 | 46:37 | 46:37 | 02:23 | 01:45 |
 | Kaya | 12 | 1.23% | 41.5 | 41.67% | -9.68% | -41.67% | +25.00% | 4.66% | 38:04 | 23:46 | 28:50 | 33:01 | 43:09 | 1:01:55 | 14:19 | 10:36 |
 | Headdress | 5 | 0.51% | 40.4 | 60.00% | +8.81% | +40.00% | +40.00% | 0.00% | 06:26 | -01:29 | -01:29 | -01:29 | -01:25 | 38:02 | 00:04 | 00:02 |
 | Octarine Core | 5 | 0.51% | 39.4 | 60.00% | +8.81% | -60.00% | -60.00% | 0.00% | 54:24 | 42:51 | 42:51 | 50:48 | 1:02:59 | 1:09:40 | 20:08 | 14:54 |
 | Veil of Discord | 6 | 0.62% | 38.3 | 50.00% | -1.24% | 0.00% | -50.00% | 0.00% | 23:39 | 16:08 | 19:02 | 22:14 | 28:50 | 29:38 | 09:48 | 07:15 |
 | Mage Slayer | 6 | 0.62% | 37.2 | 50.00% | -1.24% | -50.00% | +50.00% | 0.00% | 37:31 | 26:56 | 29:14 | 30:10 | 45:12 | 49:22 | 15:58 | 11:49 |
 | Blight Stone | 3 | 0.31% | 36.2 | 66.67% | +15.48% | +33.33% | 0.00% | 0.00% | 25:31 | 12:26 | 12:26 | 26:27 | 37:40 | 37:40 | 25:14 | 18:41 |
 | Hood of Defiance | 7 | 0.72% | 35.1 | 42.86% | -8.44% | -42.86% | +7.14% | 0.00% | 29:02 | 09:22 | 23:36 | 32:32 | 33:05 | 43:28 | 09:29 | 07:01 |
 | Drum of Endurance | 7 | 0.72% | 34.0 | 42.86% | -8.44% | +7.14% | +7.14% | 0.00% | 28:49 | 23:21 | 24:48 | 26:15 | 30:15 | 39:55 | 05:27 | 04:02 |
 | Mask of Madness | 7 | 0.72% | 33.0 | 42.86% | -8.44% | +7.14% | -42.86% | 0.00% | 10:56 | 09:28 | 09:37 | 10:04 | 11:33 | 13:53 | 01:56 | 01:25 |
 | Bloodthorn | 4 | 0.41% | 31.9 | 50.00% | -1.24% | +50.00% | -50.00% | 0.00% | 48:48 | 45:12 | 45:12 | 46:04 | 49:48 | 54:08 | 04:36 | 03:24 |
 | Heaven's Halberd | 4 | 0.41% | 30.9 | 50.00% | -1.24% | +50.00% | +50.00% | 0.00% | 42:53 | 33:17 | 33:17 | 41:53 | 46:02 | 50:20 | 12:45 | 09:26 |
 | Wraith Pact | 4 | 0.41% | 29.8 | 50.00% | -1.24% | +50.00% | +50.00% | 0.00% | 32:19 | 25:25 | 25:25 | 32:04 | 34:05 | 37:43 | 08:40 | 06:25 |
 | Pipe of Insight | 1 | 0.10% | 28.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.10% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:43 | 02:43 | 02:43 | 02:43 | 02:43 | 02:43 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.10% | 26.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.10% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.10% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:09 | 35:09 | 35:09 | 35:09 | 35:09 | 35:09 | 00:00 | 00:00 |
 | Yasha | 1 | 0.10% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:52 | 19:52 | 19:52 | 19:52 | 19:52 | 19:52 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.10% | 22.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:32 | 47:32 | 47:32 | 47:32 | 47:32 | 47:32 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.10% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:29 | 05:29 | 05:29 | 05:29 | 05:29 | 05:29 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.10% | 20.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.10% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.10% | 18.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.10% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:45 | 37:45 | 37:45 | 37:45 | 37:45 | 37:45 | 00:00 | 00:00 |
 | Orchid Malevolence | 6 | 0.62% | 16.0 | 33.33% | -18.02% | -33.33% | -33.33% | 0.00% | 44:11 | 36:18 | 38:48 | 42:03 | 49:40 | 54:05 | 10:52 | 08:02 |
 | Urn of Shadows | 2 | 0.21% | 14.9 | 50.00% | -1.24% | +50.00% | 0.00% | 0.00% | 06:07 | 04:01 | 04:01 | 08:12 | 08:12 | 08:12 | 04:11 | 03:05 |
 | Medallion of Courage | 2 | 0.21% | 13.8 | 50.00% | -1.24% | -50.00% | 0.00% | 0.00% | 32:05 | 26:29 | 26:29 | 37:40 | 37:40 | 37:40 | 11:11 | 08:17 |
 | Spirit Vessel | 2 | 0.21% | 12.8 | 50.00% | -1.24% | -50.00% | 0.00% | 0.00% | 21:59 | 16:01 | 16:01 | 27:56 | 27:56 | 27:56 | 11:55 | 08:49 |
 | Aghanim's Blessing | 2 | 0.21% | 11.7 | 50.00% | -1.24% | +50.00% | 0.00% | 0.00% | 51:48 | 49:07 | 49:07 | 54:29 | 54:29 | 54:29 | 05:22 | 03:58 |
 | Witch Blade | 2 | 0.21% | 10.6 | 50.00% | -1.24% | +50.00% | 0.00% | 0.00% | 40:49 | 32:10 | 32:10 | 49:28 | 49:28 | 49:28 | 17:18 | 12:48 |
 | Skull Basher | 2 | 0.21% | 9.6 | 50.00% | -1.24% | +50.00% | 0.00% | 0.00% | 45:36 | 36:48 | 36:48 | 54:24 | 54:24 | 54:24 | 17:36 | 13:02 |
 | Crimson Guard | 2 | 0.21% | 8.5 | 50.00% | -1.24% | +50.00% | 0.00% | 0.00% | 29:02 | 26:38 | 26:38 | 31:26 | 31:26 | 31:26 | 04:48 | 03:33 |
 | Butterfly | 2 | 0.21% | 7.4 | 50.00% | -1.24% | +50.00% | 0.00% | 0.00% | 42:10 | 40:29 | 40:29 | 43:51 | 43:51 | 43:51 | 03:22 | 02:29 |
 | Vanguard | 3 | 0.31% | 6.4 | 33.33% | -17.96% | +66.67% | 0.00% | 0.00% | 36:28 | 24:20 | 24:20 | 27:37 | 57:27 | 57:27 | 33:07 | 24:31 |
 | Helm of Iron Will | 6 | 0.62% | 5.3 | 16.67% | -34.78% | +33.33% | -16.67% | 0.00% | 42:01 | 26:15 | 31:18 | 35:47 | 58:34 | 1:02:34 | 27:16 | 20:11 |
 | Revenant's Brooch | 1 | 0.10% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:13 | 52:13 | 52:13 | 52:13 | 52:13 | 52:13 | 00:00 | 00:00 |
 | Nullifier | 4 | 0.41% | 3.2 | 0.00% | -51.45% | 0.00% | 0.00% | 0.00% | 49:41 | 36:17 | 36:17 | 37:50 | 1:01:27 | 1:03:11 | 25:10 | 18:38 |
 | Abyssal Blade | 1 | 0.10% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:51 | 57:51 | 57:51 | 57:51 | 57:51 | 57:51 | 00:00 | 00:00 |
 | Boots of Bearing | 3 | 0.31% | 1.1 | 0.00% | -51.39% | 0.00% | 0.00% | 0.00% | 40:02 | 31:24 | 31:24 | 43:19 | 45:23 | 45:23 | 13:59 | 10:21 |