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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 | |
 | Aether Lens | 26 | 4.83% | 100.0 | 88.46% | +41.39% | -2.75% | -5.13% | -0.27% | 38:40 | 24:50 | 33:19 | 37:17 | 42:09 | 56:34 | 08:50 | 06:32 |
 | Silver Edge | 62 | 11.52% | 98.7 | 72.58% | +26.57% | +8.67% | -25.91% | -4.57% | 36:24 | 21:56 | 32:44 | 35:45 | 40:18 | 60:02 | 07:34 | 05:36 |
 | Void Stone | 130 | 24.16% | 97.3 | 65.38% | +21.51% | +1.29% | -18.50% | -2.36% | 32:36 | 18:10 | 27:13 | 31:22 | 35:37 | 1:13:51 | 08:24 | 06:13 |
 | Shadow Blade | 74 | 13.75% | 96.0 | 67.57% | +21.45% | -4.41% | -23.13% | -2.80% | 33:44 | 18:01 | 29:54 | 33:10 | 36:35 | 55:28 | 06:41 | 04:57 |
 | Eul's Scepter of Divinity | 89 | 16.54% | 94.7 | 66.29% | +20.63% | +1.89% | -25.38% | -3.25% | 32:56 | 21:56 | 27:37 | 32:39 | 36:00 | 1:03:23 | 08:23 | 06:12 |
 | Assault Cuirass | 28 | 5.20% | 93.3 | 75.00% | +27.35% | +25.00% | -3.57% | -3.94% | 38:41 | 30:28 | 34:27 | 38:38 | 41:42 | 57:19 | 07:15 | 05:22 |
 | Buckler | 30 | 5.58% | 92.0 | 73.33% | +25.69% | +14.17% | -1.90% | -1.81% | 36:53 | 21:56 | 32:16 | 35:35 | 41:09 | 57:19 | 08:53 | 06:34 |
 | Black King Bar | 179 | 33.27% | 90.7 | 58.66% | +14.37% | +12.45% | -0.88% | -2.29% | 28:11 | 19:35 | 24:06 | 26:33 | 29:55 | 1:06:49 | 05:49 | 04:18 |
 | Phase Boots | 161 | 29.93% | 89.3 | 57.14% | +11.52% | +2.86% | +20.36% | 1.63% | 12:18 | 05:13 | 07:25 | 09:02 | 18:09 | 33:38 | 10:44 | 07:57 |
 | Chainmail | 162 | 30.11% | 88.0 | 56.79% | +11.05% | -0.69% | +15.71% | 1.59% | 11:27 | 03:51 | 06:36 | 08:22 | 16:56 | 33:38 | 10:20 | 07:39 |
 | Echo Sabre | 197 | 36.62% | 86.7 | 55.84% | +10.68% | +13.55% | -17.06% | -10.09% | 20:04 | 11:13 | 17:56 | 19:21 | 20:58 | 36:21 | 03:02 | 02:14 |
 | Crystalys | 125 | 23.23% | 85.3 | 56.00% | +9.03% | +5.29% | -4.39% | -1.13% | 33:50 | 20:00 | 28:30 | 32:26 | 37:05 | 1:21:48 | 08:35 | 06:21 |
 | Wind Lace | 358 | 66.54% | 84.0 | 51.68% | +7.79% | -0.57% | -7.86% | -1.19% | 07:01 | -01:30 | 02:28 | 05:53 | 08:37 | 42:35 | 06:09 | 04:33 |
 | Force Staff | 214 | 39.78% | 82.7 | 52.34% | +5.43% | +16.18% | -14.60% | -5.10% | 28:52 | 18:51 | 25:24 | 27:47 | 31:26 | 48:56 | 06:02 | 04:28 |
 | Magic Stick | 515 | 95.72% | 81.3 | 49.51% | +10.38% | +2.43% | -3.77% | -1.47% | 04:06 | -01:29 | 02:02 | 02:58 | 06:15 | 27:04 | 04:13 | 03:07 |
 | Blink Dagger | 535 | 99.44% | 80.0 | 49.35% | +49.35% | +5.13% | -19.50% | -5.13% | 15:34 | 09:15 | 12:55 | 15:32 | 17:43 | 29:51 | 04:48 | 03:33 |
 | Bottle | 217 | 40.33% | 78.7 | 52.07% | +5.03% | +3.49% | -2.07% | -5.56% | 01:45 | 00:28 | 01:21 | 01:34 | 01:45 | 18:29 | 00:24 | 00:17 |
 | Magic Wand | 398 | 73.98% | 77.3 | 50.00% | +3.57% | +8.00% | -7.58% | -1.86% | 10:53 | -01:29 | 06:11 | 08:55 | 14:33 | 37:37 | 08:22 | 06:11 |
 | Boots of Speed | 538 | 100.00% | 76.0 | 49.07% | +49.07% | +2.78% | -6.53% | -3.09% | 03:23 | -01:29 | 02:17 | 04:07 | 05:18 | 09:46 | 03:01 | 02:14 |
 | Ring of Protection | 52 | 9.67% | 74.7 | 59.62% | +11.68% | -13.47% | +1.92% | 0.42% | 20:10 | -01:29 | -01:29 | 29:47 | 38:11 | 57:19 | 39:40 | 29:22 |
 | Quelling Blade | 240 | 44.61% | 73.3 | 50.00% | +1.68% | -3.33% | +3.33% | 0.00% | -00:03 | -01:30 | -01:29 | -01:29 | -01:29 | 42:30 | 00:00 | 00:00 |
 | Power Treads | 136 | 25.28% | 72.0 | 51.47% | +3.21% | +1.47% | -10.29% | -9.16% | 07:38 | 05:20 | 06:27 | 07:01 | 07:44 | 31:03 | 01:17 | 00:57 |
 | Aghanim's Scepter | 85 | 15.80% | 70.7 | 54.12% | +6.00% | +3.02% | -6.50% | -0.88% | 31:54 | 18:34 | 25:33 | 30:36 | 36:21 | 1:13:06 | 10:48 | 08:00 |
 | Fluffy Hat | 245 | 45.54% | 69.3 | 48.16% | -1.67% | +2.66% | -10.46% | -2.07% | 23:02 | 05:05 | 19:27 | 22:08 | 25:48 | 44:01 | 06:21 | 04:42 |
 | Aghanim's Shard | 38 | 7.06% | 68.0 | 57.89% | +9.49% | -7.89% | -24.56% | -1.45% | 38:55 | 17:22 | 32:56 | 38:11 | 44:28 | 1:02:40 | 11:32 | 08:32 |
 | Arcane Boots | 59 | 10.97% | 66.7 | 50.85% | +2.00% | -24.18% | +2.48% | 1.60% | 19:56 | 05:00 | 09:43 | 19:16 | 26:22 | 53:01 | 16:39 | 12:20 |
 | Tranquil Boots | 117 | 21.75% | 65.3 | 46.15% | -3.73% | +9.02% | +5.57% | -0.55% | 12:27 | 04:08 | 07:52 | 09:42 | 14:08 | 40:03 | 06:16 | 04:38 |
 | Octarine Core | 9 | 1.67% | 64.0 | 77.78% | +29.20% | +22.22% | -27.78% | 0.00% | 49:53 | 36:26 | 37:15 | 46:04 | 52:31 | 1:14:20 | 15:16 | 11:18 |
 | Wind Waker | 11 | 2.04% | 62.7 | 72.73% | +24.15% | +27.27% | -39.40% | 0.00% | 45:29 | 39:49 | 41:03 | 45:21 | 47:52 | 51:21 | 06:49 | 05:02 |
 | Aeon Disk | 24 | 4.46% | 61.3 | 58.33% | +9.69% | -25.00% | +25.00% | 6.79% | 45:36 | 24:26 | 41:13 | 45:41 | 48:35 | 58:45 | 07:22 | 05:27 |
 | Daedalus | 39 | 7.25% | 60.0 | 51.28% | +2.38% | -1.28% | -1.28% | 0.00% | 39:47 | 26:55 | 33:17 | 38:30 | 43:01 | 1:23:24 | 09:44 | 07:12 |
 | Ghost Scepter | 37 | 6.88% | 58.7 | 51.35% | +2.45% | -6.91% | +15.32% | 2.77% | 36:53 | 24:51 | 31:30 | 36:13 | 39:32 | 54:07 | 08:02 | 05:57 |
 | Desolator | 3 | 0.56% | 57.3 | 100.00% | +51.21% | 0.00% | 0.00% | 0.00% | 47:33 | 44:31 | 44:31 | 48:56 | 49:12 | 49:12 | 04:41 | 03:28 |
 | Scythe of Vyse | 3 | 0.56% | 56.0 | 100.00% | +51.21% | 0.00% | 0.00% | 0.00% | 45:46 | 31:56 | 31:56 | 45:33 | 59:49 | 59:49 | 27:53 | 20:39 |
 | Lotus Orb | 15 | 2.79% | 54.7 | 53.33% | +4.38% | +21.67% | -53.33% | -9.96% | 36:58 | 26:15 | 31:14 | 34:41 | 38:46 | 1:01:58 | 07:32 | 05:34 |
 | Sange | 18 | 3.35% | 53.3 | 44.44% | -4.79% | +15.56% | +5.56% | -0.86% | 39:49 | 22:27 | 33:30 | 36:19 | 45:07 | 1:08:53 | 11:37 | 08:36 |
 | Ring of Health | 22 | 4.09% | 52.0 | 40.91% | -8.51% | +25.76% | -40.91% | -4.53% | 38:23 | 23:18 | 26:47 | 32:40 | 41:31 | 1:13:51 | 14:44 | 10:54 |
 | Boots of Travel | 12 | 2.23% | 50.7 | 50.00% | +0.95% | -16.67% | -16.67% | 0.00% | 50:50 | 38:29 | 41:09 | 47:41 | 55:40 | 1:10:46 | 14:31 | 10:45 |
 | Heaven's Halberd | 13 | 2.42% | 49.3 | 46.15% | -2.99% | -12.82% | -12.82% | 0.00% | 40:35 | 30:26 | 34:51 | 38:47 | 44:53 | 59:10 | 10:02 | 07:25 |
 | Drum of Endurance | 4 | 0.74% | 48.0 | 75.00% | +26.12% | +25.00% | -75.00% | 0.00% | 36:13 | 29:54 | 29:54 | 33:27 | 39:22 | 42:10 | 09:28 | 07:00 |
 | Helm of Iron Will | 4 | 0.74% | 46.7 | 75.00% | +26.12% | +25.00% | -75.00% | 0.00% | 48:55 | 40:16 | 40:16 | 44:39 | 51:46 | 59:00 | 11:30 | 08:31 |
 | Moon Shard | 10 | 1.86% | 45.3 | 50.00% | +0.95% | +16.67% | 0.00% | 0.00% | 42:41 | 28:19 | 34:41 | 37:40 | 55:22 | 57:07 | 20:41 | 15:19 |
 | Kaya | 2 | 0.37% | 44.0 | 100.00% | +51.12% | 0.00% | 0.00% | 0.00% | 48:19 | 37:10 | 37:10 | 59:27 | 59:27 | 59:27 | 22:17 | 16:30 |
 | Hand of Midas | 13 | 2.42% | 42.7 | 38.46% | -10.87% | -5.13% | -38.46% | -7.87% | 19:25 | 12:10 | 17:18 | 19:11 | 21:32 | 27:47 | 04:14 | 03:08 |
 | Morbid Mask | 10 | 1.86% | 41.3 | 40.00% | -9.24% | -6.67% | +10.00% | 0.00% | 41:40 | 14:08 | 35:36 | 42:46 | 53:15 | 56:50 | 17:39 | 13:04 |
 | Nullifier | 3 | 0.56% | 40.0 | 66.67% | +17.70% | +33.33% | 0.00% | 0.00% | 48:12 | 40:16 | 40:16 | 45:05 | 59:14 | 59:14 | 18:58 | 14:02 |
 | Ring of Basilius | 3 | 0.56% | 38.7 | 66.67% | +17.70% | -66.67% | 0.00% | 0.00% | 39:09 | 27:00 | 27:00 | 35:36 | 54:52 | 54:52 | 27:52 | 20:38 |
 | Yasha | 4 | 0.74% | 37.3 | 50.00% | +0.94% | -50.00% | -50.00% | 0.00% | 43:44 | 28:10 | 28:10 | 32:15 | 45:39 | 1:08:53 | 17:29 | 12:57 |
 | Sange and Yasha | 4 | 0.74% | 36.0 | 50.00% | +0.94% | -50.00% | -50.00% | 0.00% | 43:51 | 28:20 | 28:20 | 32:20 | 45:52 | 1:08:53 | 17:32 | 12:59 |
 | Vladmir's Offering | 4 | 0.74% | 34.7 | 50.00% | +0.94% | -50.00% | +50.00% | 0.00% | 40:03 | 27:22 | 27:22 | 36:05 | 41:52 | 54:52 | 14:30 | 10:44 |
 | Blight Stone | 1 | 0.19% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:56 | 48:56 | 48:56 | 48:56 | 48:56 | 48:56 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.19% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.19% | 30.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:26 | 46:26 | 46:26 | 46:26 | 46:26 | 46:26 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.19% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:44 | 59:44 | 59:44 | 59:44 | 59:44 | 59:44 | 00:00 | 00:00 |
 | Swift Blink | 6 | 1.12% | 28.0 | 33.33% | -15.92% | +66.67% | -33.33% | 0.00% | 55:52 | 42:14 | 49:36 | 55:07 | 1:03:46 | 1:04:45 | 14:10 | 10:29 |
 | Satanic | 6 | 1.12% | 26.7 | 33.33% | -15.92% | +16.67% | -33.33% | 0.00% | 49:26 | 38:45 | 46:15 | 46:24 | 53:21 | 1:01:44 | 07:06 | 05:15 |
 | Glimmer Cape | 14 | 2.60% | 25.3 | 21.43% | -28.38% | +3.57% | -21.43% | -1.73% | 34:51 | 23:34 | 26:27 | 32:47 | 40:54 | 46:15 | 14:27 | 10:42 |
 | Pipe of Insight | 2 | 0.37% | 24.0 | 50.00% | +0.93% | +50.00% | 0.00% | 0.00% | 31:05 | 29:22 | 29:22 | 32:47 | 32:47 | 32:47 | 03:25 | 02:31 |
 | Headdress | 2 | 0.37% | 22.7 | 50.00% | +0.93% | +50.00% | 0.00% | 0.00% | 26:11 | 25:16 | 25:16 | 27:05 | 27:05 | 27:05 | 01:49 | 01:20 |
 | Harpoon | 2 | 0.37% | 21.3 | 50.00% | +0.93% | +50.00% | 0.00% | 0.00% | 43:40 | 39:50 | 39:50 | 47:30 | 47:30 | 47:30 | 07:40 | 05:40 |
 | Diadem | 2 | 0.37% | 20.0 | 50.00% | +0.93% | +50.00% | 0.00% | 0.00% | 43:11 | 39:33 | 39:33 | 46:48 | 46:48 | 46:48 | 07:15 | 05:22 |
 | Wraith Pact | 2 | 0.37% | 18.7 | 50.00% | +0.93% | -50.00% | 0.00% | 0.00% | 37:19 | 32:29 | 32:29 | 42:09 | 42:09 | 42:09 | 09:40 | 07:09 |
 | Hood of Defiance | 2 | 0.37% | 17.3 | 50.00% | +0.93% | +50.00% | 0.00% | 0.00% | 24:54 | 24:47 | 24:47 | 25:01 | 25:01 | 25:01 | 00:14 | 00:10 |
 | Boots of Travel 2 | 3 | 0.56% | 16.0 | 33.33% | -15.83% | +66.67% | 0.00% | 0.00% | 56:01 | 36:32 | 36:32 | 1:01:11 | 1:10:20 | 1:10:20 | 33:48 | 25:02 |
 | Linken's Sphere | 6 | 1.12% | 14.7 | 16.67% | -32.77% | +33.33% | -16.67% | 0.00% | 52:30 | 39:31 | 41:31 | 53:21 | 56:46 | 1:08:01 | 15:15 | 11:17 |
 | Divine Rapier | 6 | 1.12% | 13.3 | 16.67% | -32.77% | -16.67% | -16.67% | 0.00% | 54:24 | 42:46 | 49:52 | 50:19 | 55:06 | 1:17:06 | 05:14 | 03:52 |
 | Wraith Band | 7 | 1.30% | 12.0 | 14.29% | -35.24% | -14.29% | -14.29% | 0.00% | 06:19 | -01:29 | -01:28 | 02:13 | 02:13 | 36:07 | 03:41 | 02:43 |
 | Orb of Venom | 1 | 0.19% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 0.19% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:59 | 1:15:59 | 1:15:59 | 1:15:59 | 1:15:59 | 1:15:59 | 00:00 | 00:00 |
 | Mage Slayer | 2 | 0.37% | 8.0 | 0.00% | -49.25% | 0.00% | 0.00% | 0.00% | 32:13 | 29:59 | 29:59 | 34:26 | 34:26 | 34:26 | 04:27 | 03:17 |
 | Aghanim's Blessing | 2 | 0.37% | 6.7 | 0.00% | -49.25% | 0.00% | 0.00% | 0.00% | 60:40 | 48:13 | 48:13 | 1:13:06 | 1:13:06 | 1:13:06 | 24:53 | 18:25 |
 | Javelin | 1 | 0.19% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:19 | 1:05:19 | 1:05:19 | 1:05:19 | 1:05:19 | 1:05:19 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.19% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:19 | 1:05:19 | 1:05:19 | 1:05:19 | 1:05:19 | 1:05:19 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.19% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:51 | 1:13:51 | 1:13:51 | 1:13:51 | 1:13:51 | 1:13:51 | 00:00 | 00:00 |
 | Cornucopia | 2 | 0.37% | 1.3 | 0.00% | -49.25% | 0.00% | 0.00% | 0.00% | 54:34 | 53:21 | 53:21 | 55:47 | 55:47 | 55:47 | 02:26 | 01:48 |