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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 | |
 | Void Stone | 191 | 26.64% | 100.0 | 70.16% | +26.81% | +2.76% | -18.08% | -2.02% | 32:30 | 16:22 | 26:53 | 31:47 | 37:13 | 1:03:12 | 10:20 | 07:39 |
 | Eul's Scepter of Divinity | 130 | 18.13% | 98.8 | 70.00% | +23.83% | +8.79% | -23.12% | -3.42% | 33:43 | 20:13 | 28:26 | 33:09 | 37:46 | 1:03:23 | 09:20 | 06:54 |
 | Silver Edge | 61 | 8.51% | 97.6 | 72.13% | +23.65% | +7.87% | -18.80% | -3.23% | 37:25 | 21:56 | 32:35 | 35:59 | 40:51 | 1:15:17 | 08:16 | 06:07 |
 | Aether Lens | 37 | 5.16% | 96.3 | 75.68% | +26.56% | +2.10% | +2.10% | 0.00% | 39:04 | 24:50 | 31:56 | 37:56 | 43:28 | 59:21 | 11:32 | 08:32 |
 | Shadow Blade | 79 | 11.02% | 95.1 | 67.09% | +18.66% | -2.09% | -7.09% | -0.60% | 33:45 | 19:10 | 29:22 | 32:50 | 37:38 | 55:28 | 08:16 | 06:07 |
 | Force Staff | 313 | 43.65% | 93.9 | 57.83% | +13.03% | +16.53% | -15.52% | -6.07% | 28:35 | 18:24 | 25:43 | 27:43 | 31:00 | 45:51 | 05:17 | 03:54 |
 | Aghanim's Scepter | 116 | 16.18% | 92.7 | 60.34% | +11.75% | -1.72% | +8.63% | 0.94% | 32:21 | 18:34 | 25:23 | 31:51 | 36:25 | 1:12:26 | 11:02 | 08:10 |
 | Crystalys | 143 | 19.94% | 91.5 | 58.74% | +10.31% | +7.93% | -8.74% | -2.08% | 34:16 | 20:00 | 28:48 | 31:52 | 36:50 | 1:21:48 | 08:02 | 05:57 |
 | Black King Bar | 212 | 29.57% | 90.2 | 56.60% | +8.68% | +9.44% | +3.78% | -1.00% | 28:41 | 19:22 | 24:15 | 26:33 | 29:55 | 1:06:54 | 05:40 | 04:11 |
 | Magic Wand | 502 | 70.01% | 89.0 | 53.39% | +9.67% | +6.93% | -2.19% | -1.05% | 11:39 | -01:29 | 06:47 | 09:40 | 15:26 | 43:58 | 08:39 | 06:24 |
 | Wind Lace | 490 | 68.34% | 87.8 | 52.86% | +7.49% | +4.05% | -2.04% | -0.88% | 06:15 | -01:30 | -01:28 | 05:27 | 08:24 | 43:08 | 09:52 | 07:18 |
 | Fluffy Hat | 352 | 49.09% | 86.6 | 53.41% | +5.74% | +5.68% | -3.41% | -1.43% | 23:00 | 02:24 | 19:27 | 21:56 | 25:48 | 44:01 | 06:21 | 04:42 |
 | Magic Stick | 681 | 94.98% | 85.4 | 51.40% | +18.07% | +2.13% | -4.93% | -1.62% | 04:16 | -01:29 | 02:07 | 03:10 | 06:29 | 27:04 | 04:22 | 03:14 |
 | Blink Dagger | 709 | 98.88% | 84.1 | 51.06% | +51.06% | +5.44% | -14.90% | -4.04% | 15:49 | 07:36 | 13:02 | 15:49 | 18:04 | 32:35 | 05:02 | 03:43 |
 | Boots of Speed | 717 | 100.00% | 82.9 | 50.49% | +50.49% | +3.14% | -4.12% | -2.16% | 03:25 | -01:29 | 02:06 | 04:07 | 05:28 | 11:01 | 03:22 | 02:29 |
 | Phase Boots | 205 | 28.59% | 81.7 | 53.17% | +3.76% | -8.07% | +5.65% | 1.16% | 13:17 | 05:21 | 07:26 | 10:18 | 19:15 | 39:20 | 11:49 | 08:45 |
 | Arcane Boots | 75 | 10.46% | 80.5 | 58.67% | +9.14% | -16.56% | +9.75% | 1.58% | 20:39 | 06:20 | 09:58 | 21:45 | 26:35 | 53:01 | 16:37 | 12:18 |
 | Chainmail | 206 | 28.73% | 79.3 | 52.91% | +3.40% | -8.68% | +1.99% | 0.94% | 12:14 | 03:51 | 06:39 | 08:59 | 17:57 | 38:55 | 11:18 | 08:22 |
 | Echo Sabre | 234 | 32.64% | 78.0 | 52.14% | +2.45% | +5.49% | -12.48% | -5.89% | 20:04 | 11:13 | 17:50 | 19:20 | 20:53 | 42:18 | 03:03 | 02:15 |
 | Tranquil Boots | 171 | 23.85% | 76.8 | 53.22% | +3.59% | +4.92% | +7.25% | 0.26% | 13:00 | 04:30 | 07:58 | 09:51 | 17:04 | 44:45 | 09:06 | 06:44 |
 | Aeon Disk | 26 | 3.63% | 75.6 | 69.23% | +19.45% | -12.09% | +30.77% | 5.16% | 45:25 | 24:26 | 41:04 | 45:39 | 49:22 | 58:45 | 08:18 | 06:08 |
 | Lotus Orb | 26 | 3.63% | 74.4 | 69.23% | +19.45% | +2.20% | -35.90% | -4.00% | 36:37 | 26:15 | 31:57 | 34:41 | 41:28 | 1:01:58 | 09:31 | 07:02 |
 | Assault Cuirass | 26 | 3.63% | 73.2 | 69.23% | +19.45% | +30.77% | +14.10% | -2.09% | 39:09 | 29:58 | 34:22 | 38:27 | 42:21 | 57:19 | 07:59 | 05:54 |
 | Buckler | 26 | 3.63% | 72.0 | 69.23% | +19.45% | +16.48% | +14.10% | -0.24% | 37:59 | 24:47 | 32:16 | 37:39 | 42:05 | 57:19 | 09:49 | 07:16 |
 | Ring of Protection | 56 | 7.81% | 70.7 | 58.93% | +9.16% | -8.93% | -1.79% | 0.20% | 17:42 | -01:29 | -01:29 | 00:04 | 37:39 | 57:19 | 39:08 | 28:59 |
 | Bottle | 261 | 36.40% | 69.5 | 49.43% | -1.67% | +4.42% | +2.88% | -1.54% | 01:51 | 00:17 | 01:23 | 01:35 | 01:46 | 32:37 | 00:23 | 00:17 |
 | Power Treads | 164 | 22.87% | 68.3 | 51.22% | +0.95% | -2.44% | -7.32% | -3.85% | 07:48 | 04:48 | 06:33 | 07:06 | 07:49 | 25:44 | 01:16 | 00:56 |
 | Ring of Health | 35 | 4.88% | 67.1 | 62.86% | +13.01% | +14.92% | -29.53% | -3.63% | 36:18 | 23:18 | 29:17 | 34:26 | 41:31 | 1:01:57 | 12:14 | 09:03 |
 | Quelling Blade | 305 | 42.54% | 65.9 | 47.54% | -5.13% | -0.17% | -5.43% | 0.00% | 00:12 | -01:30 | -01:29 | -01:29 | -01:29 | 42:30 | 00:00 | 00:00 |
 | Aghanim's Shard | 45 | 6.28% | 64.6 | 57.78% | +7.78% | -12.33% | -12.33% | 0.00% | 41:02 | 17:01 | 33:17 | 40:17 | 46:51 | 1:20:00 | 13:34 | 10:02 |
 | Octarine Core | 15 | 2.09% | 63.4 | 73.33% | +23.33% | +1.67% | +1.67% | 0.00% | 45:16 | 33:29 | 36:26 | 42:30 | 48:19 | 1:14:20 | 11:53 | 08:48 |
 | Boots of Travel | 19 | 2.65% | 62.2 | 68.42% | +18.42% | -8.42% | -8.42% | 0.00% | 48:18 | 32:19 | 41:56 | 47:35 | 52:52 | 1:06:31 | 10:56 | 08:05 |
 | Ghost Scepter | 63 | 8.79% | 61.0 | 50.79% | +0.33% | -0.79% | -0.79% | 0.00% | 35:52 | 20:19 | 30:23 | 35:42 | 39:32 | 54:07 | 09:09 | 06:46 |
 | Wind Waker | 17 | 2.37% | 59.8 | 64.71% | +14.57% | +35.29% | -64.71% | -10.83% | 47:33 | 39:49 | 41:42 | 44:59 | 50:56 | 60:27 | 09:14 | 06:50 |
 | Moon Shard | 9 | 1.26% | 58.5 | 77.78% | +27.64% | +22.22% | +22.22% | 0.00% | 44:52 | 33:33 | 34:13 | 42:08 | 55:38 | 59:18 | 21:25 | 15:51 |
 | Daedalus | 49 | 6.83% | 57.3 | 48.98% | -1.62% | -7.31% | +9.35% | 2.30% | 42:14 | 29:38 | 36:41 | 41:11 | 43:55 | 1:23:24 | 07:14 | 05:21 |
 | Sange | 17 | 2.37% | 56.1 | 58.82% | +8.53% | +16.18% | -8.82% | -1.96% | 39:52 | 22:27 | 32:20 | 36:19 | 45:07 | 1:08:53 | 12:47 | 09:28 |
 | Drum of Endurance | 6 | 0.84% | 54.9 | 83.33% | +33.12% | +16.67% | -83.33% | 0.00% | 35:19 | 28:44 | 29:54 | 33:27 | 39:22 | 42:10 | 09:28 | 07:00 |
 | Heaven's Halberd | 13 | 1.81% | 53.7 | 61.54% | +11.26% | +5.13% | -28.21% | -3.29% | 40:32 | 30:26 | 34:45 | 38:47 | 44:53 | 59:10 | 10:08 | 07:30 |
 | Scythe of Vyse | 7 | 0.98% | 52.4 | 71.43% | +21.15% | -21.43% | +28.57% | 0.00% | 40:24 | 31:56 | 37:38 | 39:14 | 43:17 | 46:04 | 05:39 | 04:11 |
 | Overwhelming Blink | 7 | 0.98% | 51.2 | 71.43% | +21.15% | +28.57% | -71.43% | 0.00% | 50:53 | 39:58 | 42:53 | 46:26 | 46:59 | 1:24:07 | 04:06 | 03:02 |
 | Ring of Basilius | 3 | 0.42% | 50.0 | 100.00% | +49.72% | 0.00% | 0.00% | 0.00% | 26:32 | 06:58 | 06:58 | 17:46 | 54:52 | 54:52 | 47:54 | 35:28 |
 | Aghanim's Blessing | 5 | 0.70% | 48.8 | 80.00% | +29.72% | -80.00% | +20.00% | 0.00% | 55:05 | 48:13 | 48:13 | 56:22 | 57:16 | 60:01 | 09:03 | 06:42 |
 | Glimmer Cape | 20 | 2.79% | 47.6 | 45.00% | -5.65% | +15.00% | -45.00% | -4.15% | 35:37 | 19:43 | 26:27 | 32:47 | 40:54 | 58:25 | 14:27 | 10:42 |
 | Helm of Iron Will | 4 | 0.56% | 46.3 | 75.00% | +24.65% | +25.00% | +25.00% | 0.00% | 48:20 | 44:39 | 44:39 | 45:08 | 51:45 | 51:46 | 07:06 | 05:15 |
 | Morbid Mask | 7 | 0.98% | 45.1 | 57.14% | +6.72% | -7.14% | +42.86% | 0.00% | 44:10 | 14:08 | 38:31 | 46:03 | 53:15 | 59:34 | 14:44 | 10:54 |
 | Desolator | 2 | 0.28% | 43.9 | 100.00% | +49.65% | 0.00% | 0.00% | 0.00% | 46:44 | 44:31 | 44:31 | 48:56 | 48:56 | 48:56 | 04:25 | 03:16 |
 | Boots of Bearing | 2 | 0.28% | 42.7 | 100.00% | +49.65% | 0.00% | 0.00% | 0.00% | 40:12 | 35:09 | 35:09 | 45:14 | 45:14 | 45:14 | 10:05 | 07:28 |
 | Wraith Band | 20 | 2.79% | 41.5 | 35.00% | -15.93% | -15.00% | +25.00% | 40.00% | 02:42 | -01:29 | -01:28 | 01:34 | 02:18 | 41:47 | 03:46 | 02:47 |
 | Kaya | 5 | 0.70% | 40.2 | 60.00% | +9.58% | -60.00% | +40.00% | 0.00% | 30:26 | 24:25 | 24:25 | 31:49 | 33:09 | 37:10 | 08:44 | 06:28 |
 | Satanic | 5 | 0.70% | 39.0 | 60.00% | +9.58% | +40.00% | +40.00% | 0.00% | 49:29 | 38:45 | 38:45 | 46:24 | 53:21 | 1:02:38 | 14:36 | 10:48 |
 | Linken's Sphere | 9 | 1.26% | 37.8 | 44.44% | -6.12% | -44.44% | -44.44% | 0.00% | 47:16 | 36:59 | 39:31 | 45:43 | 55:01 | 56:46 | 15:30 | 11:28 |
 | Cornucopia | 6 | 0.84% | 36.6 | 50.00% | -0.49% | 0.00% | -50.00% | 0.00% | 46:31 | 34:17 | 35:26 | 45:28 | 54:47 | 55:47 | 19:21 | 14:20 |
 | Harpoon | 3 | 0.42% | 35.4 | 66.67% | +16.25% | -66.67% | 0.00% | 0.00% | 49:45 | 47:30 | 47:30 | 50:53 | 50:53 | 50:53 | 03:23 | 02:30 |
 | Boots of Travel 2 | 3 | 0.42% | 34.1 | 66.67% | +16.25% | +33.33% | 0.00% | 0.00% | 60:11 | 57:49 | 57:49 | 1:01:11 | 1:01:32 | 1:01:32 | 03:43 | 02:45 |
 | Hand of Midas | 11 | 1.53% | 32.9 | 36.36% | -14.35% | -36.36% | -36.36% | 0.00% | 20:18 | 16:52 | 17:26 | 19:11 | 21:32 | 27:47 | 04:06 | 03:02 |
 | Sange and Yasha | 4 | 0.56% | 31.7 | 50.00% | -0.49% | -50.00% | -50.00% | 0.00% | 43:51 | 28:20 | 28:20 | 32:20 | 45:52 | 1:08:53 | 17:32 | 12:59 |
 | Yasha | 4 | 0.56% | 30.5 | 50.00% | -0.49% | -50.00% | -50.00% | 0.00% | 43:44 | 28:10 | 28:10 | 32:15 | 45:39 | 1:08:53 | 17:29 | 12:57 |
 | Javelin | 1 | 0.14% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:57 | 49:57 | 49:57 | 49:57 | 49:57 | 49:57 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.14% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 00:00 | 00:00 |
 | Crown | 1 | 0.14% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.14% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.14% | 24.4 | 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 |
 | Soul Ring | 1 | 0.14% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:50 | 43:50 | 43:50 | 43:50 | 43:50 | 43:50 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 0.14% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:44 | 44:44 | 44:44 | 44:44 | 44:44 | 44:44 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.14% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 00:00 | 00:00 |
 | Bracer | 2 | 0.28% | 19.5 | 50.00% | -0.49% | +50.00% | 0.00% | 0.00% | 15:59 | 01:38 | 01:38 | 30:19 | 30:19 | 30:19 | 28:41 | 21:14 |
 | Diadem | 2 | 0.28% | 18.3 | 50.00% | -0.49% | -50.00% | 0.00% | 0.00% | 48:12 | 46:48 | 46:48 | 49:36 | 49:36 | 49:36 | 02:48 | 02:04 |
 | Headdress | 2 | 0.28% | 17.1 | 50.00% | -0.49% | -50.00% | 0.00% | 0.00% | 27:20 | 27:05 | 27:05 | 27:34 | 27:34 | 27:34 | 00:29 | 00:21 |
 | Nullifier | 2 | 0.28% | 15.9 | 50.00% | -0.49% | +50.00% | 0.00% | 0.00% | 45:33 | 45:05 | 45:05 | 46:01 | 46:01 | 46:01 | 00:56 | 00:41 |
 | Vladmir's Offering | 2 | 0.28% | 14.6 | 50.00% | -0.49% | -50.00% | 0.00% | 0.00% | 48:22 | 41:52 | 41:52 | 54:52 | 54:52 | 54:52 | 13:00 | 09:37 |
 | Hood of Defiance | 2 | 0.28% | 13.4 | 50.00% | -0.49% | -50.00% | 0.00% | 0.00% | 29:50 | 25:01 | 25:01 | 34:38 | 34:38 | 34:38 | 09:37 | 07:07 |
 | Ethereal Blade | 3 | 0.42% | 12.2 | 33.33% | -17.23% | -33.33% | 0.00% | 0.00% | 33:07 | 31:13 | 31:13 | 33:38 | 34:31 | 34:31 | 03:18 | 02:26 |
 | Swift Blink | 3 | 0.42% | 11.0 | 33.33% | -17.23% | +66.67% | 0.00% | 0.00% | 56:10 | 49:36 | 49:36 | 55:07 | 1:03:46 | 1:03:46 | 14:10 | 10:29 |
 | Mage Slayer | 4 | 0.56% | 9.8 | 25.00% | -25.63% | -25.00% | -25.00% | 0.00% | 33:34 | 29:59 | 29:59 | 30:34 | 33:25 | 40:18 | 03:26 | 02:32 |
 | Divine Rapier | 3 | 0.42% | 8.5 | 0.00% | -50.70% | 0.00% | 0.00% | 0.00% | 48:42 | 42:46 | 42:46 | 51:12 | 52:09 | 52:09 | 09:23 | 06:57 |
 | Arcane Blink | 1 | 0.14% | 7.3 | 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 |
 | Falcon Blade | 1 | 0.14% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.14% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.14% | 3.7 | 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 |
 | Blade Mail | 1 | 0.14% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:34 | 57:34 | 57:34 | 57:34 | 57:34 | 57:34 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.14% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 00:00 | 00:00 |