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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 | |
 | Vladmir's Offering | 44 | 8.29% | 100.0 | 81.82% | +29.87% | +9.09% | -9.09% | -2.01% | 35:36 | 21:31 | 28:55 | 34:36 | 37:59 | 1:05:09 | 09:04 | 06:42 |
 | Ring of Basilius | 47 | 8.85% | 98.9 | 80.85% | +28.99% | +10.82% | -5.85% | -1.46% | 31:30 | 09:24 | 24:49 | 30:21 | 36:13 | 1:05:07 | 11:24 | 08:26 |
 | Buckler | 215 | 40.49% | 97.8 | 70.23% | +26.56% | +9.40% | -3.56% | -1.55% | 24:29 | 07:58 | 19:30 | 23:01 | 27:53 | 52:32 | 08:23 | 06:12 |
 | Morbid Mask | 43 | 8.10% | 96.7 | 79.07% | +26.82% | +2.75% | +2.75% | 0.00% | 35:20 | 20:59 | 28:55 | 34:06 | 36:30 | 1:05:08 | 07:35 | 05:37 |
 | Guardian Greaves | 169 | 31.83% | 95.6 | 68.64% | +20.85% | +14.69% | -13.88% | -3.81% | 26:43 | 15:22 | 22:26 | 25:44 | 29:56 | 52:38 | 07:30 | 05:33 |
 | Scythe of Vyse | 21 | 3.95% | 94.5 | 85.71% | +32.57% | -25.71% | +14.29% | 4.77% | 44:59 | 33:10 | 38:57 | 44:18 | 47:20 | 60:42 | 08:23 | 06:12 |
 | Pipe of Insight | 35 | 6.59% | 93.4 | 77.14% | +24.32% | -10.47% | -10.47% | 0.00% | 28:37 | 17:00 | 24:53 | 28:50 | 31:52 | 39:26 | 06:59 | 05:10 |
 | Boots of Bearing | 32 | 6.03% | 92.3 | 78.13% | +25.22% | +9.37% | -3.13% | -1.11% | 33:57 | 19:08 | 27:06 | 35:21 | 38:20 | 51:25 | 11:14 | 08:19 |
 | Void Stone | 193 | 36.35% | 91.2 | 64.77% | +16.25% | -8.52% | +8.15% | 1.07% | 27:24 | 07:13 | 18:41 | 26:22 | 34:17 | 1:03:13 | 15:36 | 11:33 |
 | Mekansm | 221 | 41.62% | 90.1 | 63.80% | +16.06% | +18.02% | -9.25% | -5.00% | 19:02 | 10:30 | 16:01 | 18:22 | 21:28 | 40:25 | 05:27 | 04:02 |
 | Ring of Protection | 303 | 57.06% | 89.0 | 62.71% | +19.29% | -2.18% | +0.45% | 0.17% | 18:07 | -01:29 | 09:46 | 18:37 | 25:11 | 52:32 | 15:25 | 11:25 |
 | Headdress | 252 | 47.46% | 87.9 | 63.10% | +16.51% | +8.33% | +1.98% | -1.06% | 16:01 | -01:29 | 12:35 | 15:06 | 18:36 | 40:25 | 06:01 | 04:27 |
 | Chainmail | 274 | 51.60% | 86.8 | 60.95% | +13.48% | +11.51% | -2.13% | -2.31% | 17:26 | 05:51 | 13:52 | 16:19 | 19:47 | 37:50 | 05:55 | 04:22 |
 | Eul's Scepter of Divinity | 83 | 15.63% | 85.7 | 66.27% | +14.04% | +5.16% | -9.13% | -1.01% | 27:19 | 13:12 | 19:19 | 24:52 | 33:29 | 1:14:15 | 14:10 | 10:29 |
 | Ring of Health | 141 | 26.55% | 84.6 | 63.12% | +11.84% | -14.55% | -3.12% | 0.84% | 30:34 | 11:03 | 22:04 | 29:15 | 35:44 | 1:06:45 | 13:40 | 10:07 |
 | Arcane Boots | 381 | 71.75% | 83.5 | 59.06% | +16.39% | +12.52% | +5.15% | -1.39% | 14:08 | 06:27 | 10:39 | 12:27 | 15:56 | 35:44 | 05:17 | 03:54 |
 | Aeon Disk | 11 | 2.07% | 82.4 | 90.91% | +37.26% | +9.09% | -24.24% | 0.00% | 47:00 | 33:40 | 38:50 | 43:59 | 46:18 | 1:15:29 | 07:28 | 05:31 |
 | Magic Wand | 481 | 90.58% | 81.3 | 56.55% | +22.55% | +9.28% | -4.88% | -2.32% | 08:12 | -00:02 | 04:42 | 07:52 | 10:48 | 29:51 | 06:06 | 04:31 |
 | Force Staff | 225 | 42.37% | 80.2 | 58.67% | +7.36% | +14.54% | +5.62% | -0.88% | 27:11 | 13:55 | 21:19 | 26:15 | 31:30 | 50:50 | 10:11 | 07:32 |
 | Magic Stick | 512 | 96.42% | 79.1 | 55.27% | +23.69% | +7.23% | -2.93% | -1.54% | 04:15 | -01:30 | 01:02 | 03:14 | 07:38 | 29:19 | 06:36 | 04:53 |
 | Wind Lace | 240 | 45.20% | 78.0 | 57.50% | +5.61% | +2.50% | -2.50% | -0.41% | 18:36 | -01:29 | 10:58 | 16:36 | 23:09 | 1:13:52 | 12:11 | 09:01 |
 | Boots of Speed | 531 | 100.00% | 76.9 | 54.43% | +54.43% | +8.73% | -4.05% | -4.17% | 06:05 | -01:29 | 04:37 | 06:13 | 07:41 | 19:10 | 03:04 | 02:16 |
 | Fluffy Hat | 303 | 57.06% | 75.8 | 55.45% | +2.38% | -1.50% | +2.44% | 0.33% | 20:24 | 02:04 | 13:31 | 18:55 | 25:35 | 48:40 | 12:04 | 08:56 |
 | Aghanim's Scepter | 21 | 3.95% | 74.7 | 76.19% | +22.66% | +23.81% | -16.19% | -5.29% | 29:45 | 20:37 | 24:49 | 30:02 | 32:23 | 39:24 | 07:34 | 05:36 |
 | Lotus Orb | 82 | 15.44% | 73.6 | 60.98% | +7.75% | -13.36% | +4.02% | 1.68% | 33:46 | 19:03 | 28:01 | 32:22 | 38:20 | 59:16 | 10:19 | 07:38 |
 | Blight Stone | 89 | 16.76% | 72.5 | 59.55% | +6.16% | +13.18% | -14.10% | -2.01% | 19:26 | -01:29 | 13:39 | 21:07 | 27:13 | 45:14 | 13:34 | 10:02 |
 | Hood of Defiance | 32 | 6.03% | 71.4 | 68.75% | +15.24% | +6.25% | -6.25% | -1.58% | 23:37 | 13:30 | 18:20 | 21:57 | 26:14 | 38:59 | 07:54 | 05:51 |
 | Wraith Band | 96 | 18.08% | 70.3 | 57.29% | +3.50% | +5.21% | -15.62% | -2.31% | 08:39 | -01:29 | 02:06 | 03:58 | 11:07 | 56:44 | 09:01 | 06:40 |
 | Crown | 110 | 20.72% | 69.2 | 56.36% | +2.44% | -2.79% | -11.92% | -0.79% | 21:36 | 01:21 | 14:35 | 21:03 | 26:10 | 1:02:20 | 11:35 | 08:34 |
 | Solar Crest | 70 | 13.18% | 68.1 | 58.57% | +4.77% | +13.65% | -29.16% | -5.20% | 26:12 | 15:20 | 21:34 | 25:41 | 29:48 | 45:17 | 08:14 | 06:05 |
 | Drum of Endurance | 74 | 13.94% | 67.0 | 58.11% | +4.28% | -0.22% | -2.55% | -0.20% | 24:20 | 13:19 | 17:37 | 21:12 | 29:22 | 1:05:14 | 11:45 | 08:42 |
 | Urn of Shadows | 100 | 18.83% | 65.9 | 56.00% | +1.94% | -12.00% | -16.00% | -0.91% | 09:34 | 02:26 | 07:14 | 09:05 | 11:38 | 18:20 | 04:24 | 03:15 |
 | Tranquil Boots | 47 | 8.85% | 64.8 | 61.70% | +7.98% | -20.03% | +21.63% | 2.93% | 25:37 | 08:27 | 18:12 | 24:50 | 32:25 | 51:25 | 14:13 | 10:31 |
 | Wraith Pact | 21 | 3.95% | 63.7 | 71.43% | +17.70% | +8.57% | -31.43% | -5.26% | 39:54 | 28:38 | 32:17 | 37:44 | 39:53 | 1:06:22 | 07:36 | 05:37 |
 | Medallion of Courage | 79 | 14.88% | 62.6 | 56.96% | +2.98% | +3.04% | -16.96% | -2.07% | 22:51 | 06:30 | 17:40 | 22:39 | 27:20 | 45:14 | 09:40 | 07:09 |
 | Quelling Blade | 23 | 4.33% | 61.5 | 65.22% | +11.28% | +18.11% | +1.45% | -1.42% | 07:41 | -01:29 | -01:29 | 01:15 | 13:15 | 30:52 | 14:44 | 10:54 |
 | Spirit Vessel | 69 | 12.99% | 60.4 | 52.17% | -2.59% | +12.54% | -16.88% | -7.51% | 18:04 | 12:40 | 16:02 | 18:04 | 19:57 | 24:04 | 03:55 | 02:54 |
 | Sange | 22 | 4.14% | 59.3 | 63.64% | +9.61% | +19.69% | -23.64% | -5.27% | 32:00 | 22:38 | 27:57 | 31:01 | 36:10 | 40:54 | 08:13 | 06:05 |
 | Aghanim's Shard | 14 | 2.64% | 58.2 | 71.43% | +17.46% | +28.57% | -38.10% | 0.00% | 33:16 | 17:42 | 21:26 | 27:23 | 30:05 | 1:16:42 | 08:39 | 06:24 |
 | Helm of Iron Will | 7 | 1.32% | 57.1 | 85.71% | +31.70% | +14.29% | -35.71% | 0.00% | 45:13 | 29:35 | 35:57 | 41:43 | 41:46 | 1:17:23 | 05:49 | 04:18 |
 | Heaven's Halberd | 19 | 3.58% | 56.0 | 63.16% | +9.06% | +16.84% | -23.16% | -6.70% | 35:52 | 26:33 | 32:51 | 35:11 | 38:49 | 44:59 | 05:58 | 04:25 |
 | Ghost Scepter | 15 | 2.82% | 54.9 | 66.67% | +12.60% | +8.33% | +8.33% | 0.00% | 39:37 | 28:16 | 31:08 | 37:35 | 43:00 | 59:43 | 11:52 | 08:47 |
 | Blink Dagger | 11 | 2.07% | 53.8 | 72.73% | +18.69% | -6.06% | -6.06% | 0.00% | 37:50 | 22:23 | 33:38 | 37:34 | 38:35 | 52:34 | 04:57 | 03:40 |
 | Dagon (level 3) | 4 | 0.75% | 52.7 | 100.00% | +45.92% | 0.00% | 0.00% | 0.00% | 34:16 | 24:55 | 24:55 | 31:22 | 37:41 | 43:04 | 12:46 | 09:27 |
 | Nullifier | 4 | 0.75% | 51.6 | 100.00% | +45.92% | 0.00% | 0.00% | 0.00% | 47:14 | 29:54 | 29:54 | 39:12 | 42:13 | 1:17:38 | 12:19 | 09:07 |
 | Bracer | 31 | 5.84% | 50.5 | 51.61% | -2.99% | -14.11% | +10.89% | 3.08% | 10:44 | 02:30 | 04:33 | 08:34 | 12:40 | 32:19 | 08:07 | 06:00 |
 | Dagon | 10 | 1.88% | 49.5 | 70.00% | +15.87% | +30.00% | -70.00% | 0.00% | 37:26 | 16:59 | 30:48 | 38:24 | 40:30 | 57:30 | 09:42 | 07:11 |
 | Linken's Sphere | 23 | 4.33% | 48.4 | 52.17% | -2.36% | -2.17% | +14.50% | 1.14% | 44:25 | 24:50 | 34:42 | 41:50 | 49:20 | 1:12:13 | 14:38 | 10:50 |
 | Veil of Discord | 9 | 1.69% | 47.3 | 66.67% | +12.46% | +33.33% | -66.67% | 0.00% | 23:08 | 13:30 | 13:55 | 19:27 | 23:22 | 48:04 | 09:27 | 07:00 |
 | Wind Waker | 9 | 1.69% | 46.2 | 66.67% | +12.46% | -16.67% | -16.67% | 0.00% | 47:02 | 34:56 | 36:10 | 42:52 | 52:05 | 1:14:15 | 15:55 | 11:47 |
 | Dagon (level 5) | 3 | 0.56% | 45.1 | 100.00% | +45.83% | 0.00% | 0.00% | 0.00% | 39:59 | 29:45 | 29:45 | 41:50 | 48:22 | 48:22 | 18:37 | 13:47 |
 | Dagon (level 4) | 3 | 0.56% | 44.0 | 100.00% | +45.83% | 0.00% | 0.00% | 0.00% | 37:17 | 26:07 | 26:07 | 41:50 | 43:54 | 43:54 | 17:47 | 13:10 |
 | Dagon (level 2) | 5 | 0.94% | 42.9 | 80.00% | +25.82% | +20.00% | -80.00% | 0.00% | 35:59 | 21:07 | 21:07 | 35:28 | 40:55 | 51:03 | 19:48 | 14:40 |
 | Boots of Travel | 5 | 0.94% | 41.8 | 80.00% | +25.82% | +20.00% | -80.00% | 0.00% | 54:40 | 43:16 | 43:16 | 52:04 | 1:01:50 | 1:06:03 | 18:34 | 13:45 |
 | Glimmer Cape | 20 | 3.77% | 40.7 | 40.00% | -14.99% | +20.00% | +20.00% | 0.00% | 30:14 | 21:28 | 24:16 | 28:53 | 33:41 | 49:10 | 09:25 | 06:58 |
 | Pavise | 13 | 2.45% | 39.6 | 46.15% | -8.48% | -12.82% | +20.52% | 0.00% | 15:31 | 08:39 | 12:41 | 13:44 | 16:43 | 24:57 | 04:02 | 02:59 |
 | Kaya | 4 | 0.75% | 38.5 | 75.00% | +20.73% | +25.00% | +25.00% | 0.00% | 40:07 | 33:33 | 33:33 | 35:42 | 39:58 | 51:14 | 06:25 | 04:45 |
 | Black King Bar | 14 | 2.64% | 37.4 | 42.86% | -11.88% | -42.86% | +23.81% | 0.00% | 34:21 | 21:50 | 25:21 | 29:49 | 35:03 | 1:10:17 | 09:42 | 07:11 |
 | Ethereal Blade | 2 | 0.38% | 36.3 | 100.00% | +45.75% | 0.00% | 0.00% | 0.00% | 50:42 | 50:08 | 50:08 | 51:15 | 51:15 | 51:15 | 01:07 | 00:49 |
 | Diffusal Blade | 2 | 0.38% | 35.2 | 100.00% | +45.75% | 0.00% | 0.00% | 0.00% | 26:01 | 23:21 | 23:21 | 28:40 | 28:40 | 28:40 | 05:19 | 03:56 |
 | Power Treads | 22 | 4.14% | 34.1 | 36.36% | -18.85% | -19.69% | +43.64% | 4.63% | 15:38 | 06:00 | 07:53 | 09:38 | 21:34 | 43:54 | 13:41 | 10:08 |
 | Cornucopia | 8 | 1.51% | 33.0 | 50.00% | -4.49% | 0.00% | 0.00% | 0.00% | 38:39 | 29:01 | 32:53 | 39:08 | 41:14 | 47:28 | 08:21 | 06:11 |
 | Rod of Atos | 16 | 3.01% | 31.9 | 37.50% | -17.45% | -12.50% | -12.50% | 0.00% | 24:13 | 11:16 | 15:53 | 20:22 | 26:20 | 1:02:20 | 10:27 | 07:44 |
 | Octarine Core | 3 | 0.56% | 30.8 | 66.67% | +12.31% | -66.67% | 0.00% | 0.00% | 1:02:49 | 55:22 | 55:22 | 1:06:08 | 1:06:57 | 1:06:57 | 11:35 | 08:34 |
 | Maelstrom | 18 | 3.39% | 29.7 | 27.78% | -27.58% | -7.78% | -2.78% | 0.33% | 27:18 | 13:30 | 15:24 | 20:28 | 30:32 | 1:04:37 | 15:08 | 11:12 |
 | Gleipnir | 8 | 1.51% | 28.6 | 37.50% | -17.18% | +62.50% | -37.50% | 0.00% | 31:51 | 21:19 | 22:38 | 26:46 | 30:32 | 1:03:21 | 07:54 | 05:51 |
 | Sange and Yasha | 1 | 0.19% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:41 | 47:41 | 47:41 | 47:41 | 47:41 | 47:41 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.19% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.19% | 25.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:23 | 31:23 | 31:23 | 31:23 | 31:23 | 31:23 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.19% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.19% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:01 | 21:01 | 21:01 | 21:01 | 21:01 | 21:01 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.19% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:07 | 09:07 | 09:07 | 09:07 | 09:07 | 09:07 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.19% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.19% | 19.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.19% | 18.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 00:00 | 00:00 |
 | Satanic | 1 | 0.19% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:59 | 50:59 | 50:59 | 50:59 | 50:59 | 50:59 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.19% | 16.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:34 | 42:34 | 42:34 | 42:34 | 42:34 | 42:34 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.19% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 00:00 | 00:00 |
 | Desolator | 1 | 0.19% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.19% | 13.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 00:00 | 00:00 |
 | Javelin | 18 | 3.39% | 12.1 | 22.22% | -33.34% | -2.22% | -22.22% | -1.08% | 25:02 | 09:54 | 12:03 | 16:51 | 30:32 | 1:04:37 | 18:29 | 13:41 |
 | Dragon Lance | 7 | 1.32% | 11.0 | 28.57% | -26.20% | -28.57% | +21.43% | 0.00% | 23:22 | 14:16 | 16:38 | 19:12 | 27:06 | 38:40 | 10:28 | 07:45 |
 | Moon Shard | 2 | 0.38% | 9.9 | 50.00% | -4.44% | +50.00% | 0.00% | 0.00% | 38:46 | 30:29 | 30:29 | 47:03 | 47:03 | 47:03 | 16:34 | 12:16 |
 | Daedalus | 2 | 0.38% | 8.8 | 50.00% | -4.44% | +50.00% | 0.00% | 0.00% | 40:01 | 35:14 | 35:14 | 44:47 | 44:47 | 44:47 | 09:33 | 07:04 |
 | Diadem | 2 | 0.38% | 7.7 | 50.00% | -4.44% | +50.00% | 0.00% | 0.00% | 25:47 | 12:35 | 12:35 | 38:58 | 38:58 | 38:58 | 26:23 | 19:32 |
 | Crystalys | 3 | 0.56% | 6.6 | 33.33% | -21.22% | -33.33% | 0.00% | 0.00% | 34:53 | 29:51 | 29:51 | 33:21 | 41:28 | 41:28 | 11:37 | 08:36 |
 | Mjollnir | 2 | 0.38% | 5.5 | 0.00% | -54.63% | 0.00% | 0.00% | 0.00% | 28:55 | 28:54 | 28:54 | 28:56 | 28:56 | 28:56 | 00:02 | 00:01 |
 | Manta Style | 2 | 0.38% | 4.4 | 0.00% | -54.63% | 0.00% | 0.00% | 0.00% | 27:38 | 25:51 | 25:51 | 29:24 | 29:24 | 29:24 | 03:33 | 02:37 |
 | Monkey King Bar | 2 | 0.38% | 3.3 | 0.00% | -54.63% | 0.00% | 0.00% | 0.00% | 45:17 | 36:08 | 36:08 | 54:26 | 54:26 | 54:26 | 18:18 | 13:33 |
 | Yasha | 2 | 0.38% | 2.2 | 0.00% | -54.63% | 0.00% | 0.00% | 0.00% | 20:20 | 19:48 | 19:48 | 20:52 | 20:52 | 20:52 | 01:04 | 00:47 |
 | Bottle | 5 | 0.94% | 1.1 | 0.00% | -54.94% | 0.00% | 0.00% | 0.00% | 01:48 | 01:17 | 01:17 | 01:49 | 01:50 | 02:15 | 00:33 | 00:24 |