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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 | 100 | 19.92% | 100.0 | 66.00% | +22.97% | -10.00% | +6.00% | 1.36% | 35:09 | 11:30 | 28:08 | 33:04 | 39:54 | 1:06:39 | 11:46 | 08:42 |
 | Lotus Orb | 35 | 6.97% | 98.8 | 74.29% | +28.68% | +3.49% | -18.73% | -2.79% | 35:49 | 22:58 | 30:15 | 34:12 | 38:12 | 1:04:46 | 07:57 | 05:53 |
 | Guardian Greaves | 162 | 32.27% | 97.7 | 61.73% | +20.85% | -8.07% | +0.77% | 0.78% | 22:29 | 11:57 | 15:54 | 19:54 | 27:16 | 53:18 | 11:22 | 08:25 |
 | Morbid Mask | 25 | 4.98% | 96.5 | 76.00% | +29.88% | +24.00% | -9.33% | 0.00% | 38:10 | 23:28 | 28:01 | 38:02 | 44:50 | 1:01:17 | 16:49 | 12:27 |
 | Buckler | 177 | 35.26% | 95.3 | 58.76% | +17.22% | -1.94% | -4.21% | -0.17% | 20:49 | 09:36 | 13:09 | 18:06 | 26:12 | 52:09 | 13:03 | 09:40 |
 | Boots of Travel | 94 | 18.73% | 94.2 | 61.70% | +17.34% | +4.97% | -13.87% | -1.30% | 35:04 | 11:37 | 27:52 | 35:30 | 42:20 | 60:44 | 14:28 | 10:42 |
 | Ring of Protection | 183 | 36.45% | 93.0 | 57.92% | +16.23% | +2.95% | +0.78% | -0.18% | 19:48 | -01:29 | 12:34 | 16:37 | 24:21 | 52:09 | 11:47 | 08:43 |
 | Javelin | 33 | 6.57% | 91.9 | 69.70% | +23.64% | +5.30% | +17.80% | 1.26% | 23:59 | 14:45 | 17:38 | 21:34 | 27:33 | 44:25 | 09:55 | 07:20 |
 | Ring of Health | 79 | 15.74% | 90.7 | 60.76% | +15.61% | -20.76% | +9.24% | 2.00% | 28:09 | 03:01 | 18:28 | 27:57 | 33:26 | 1:06:39 | 14:58 | 11:05 |
 | Rod of Atos | 85 | 16.93% | 89.5 | 60.00% | +14.92% | +6.67% | -12.38% | -6.46% | 11:56 | 08:02 | 10:03 | 11:10 | 13:00 | 25:11 | 02:57 | 02:11 |
 | Blink Dagger | 127 | 25.30% | 88.4 | 57.48% | +13.21% | -1.23% | +8.15% | 0.72% | 31:44 | 12:23 | 24:07 | 30:35 | 37:08 | 1:10:28 | 13:01 | 09:38 |
 | Bottle | 101 | 20.12% | 87.2 | 58.42% | +13.53% | +1.58% | -6.42% | -8.00% | 02:00 | 00:14 | 01:21 | 01:32 | 01:42 | 28:08 | 00:21 | 00:15 |
 | Mekansm | 206 | 41.04% | 86.0 | 53.88% | +10.64% | +1.89% | +1.02% | -0.12% | 15:37 | 08:17 | 11:34 | 14:50 | 18:40 | 34:40 | 07:06 | 05:15 |
 | Chainmail | 232 | 46.22% | 84.9 | 52.16% | +8.46% | +4.74% | +4.74% | 0.00% | 13:33 | 04:15 | 09:27 | 12:32 | 15:56 | 36:56 | 06:29 | 04:48 |
 | Crown | 114 | 22.71% | 83.7 | 55.26% | +9.90% | +10.26% | -12.40% | -2.74% | 09:16 | 01:57 | 04:04 | 05:34 | 12:21 | 36:56 | 08:17 | 06:08 |
 | Headdress | 224 | 44.62% | 82.6 | 51.79% | +7.55% | -1.79% | +3.57% | 0.81% | 12:37 | -01:29 | 08:26 | 11:51 | 15:02 | 45:59 | 06:36 | 04:53 |
 | Manta Style | 21 | 4.18% | 81.4 | 71.43% | +24.86% | +8.57% | +28.57% | 0.00% | 24:14 | 18:49 | 21:22 | 23:05 | 25:39 | 33:15 | 04:17 | 03:10 |
 | Arcane Boots | 315 | 62.75% | 80.2 | 50.48% | +7.70% | -3.64% | +9.01% | 2.23% | 11:16 | 04:05 | 07:11 | 10:13 | 12:51 | 43:12 | 05:40 | 04:11 |
 | Daedalus | 36 | 7.17% | 79.1 | 63.89% | +17.54% | +13.89% | -19.45% | -3.17% | 38:55 | 25:12 | 33:25 | 37:31 | 43:56 | 60:27 | 10:31 | 07:47 |
 | Magic Wand | 438 | 87.25% | 77.9 | 49.09% | +11.59% | -1.82% | -0.47% | 0.21% | 07:24 | -01:29 | 03:59 | 06:36 | 10:34 | 35:16 | 06:35 | 04:52 |
 | Crystalys | 74 | 14.74% | 76.7 | 56.76% | +10.73% | +16.92% | -17.87% | -4.28% | 33:43 | 23:29 | 29:24 | 32:54 | 37:32 | 52:08 | 08:08 | 06:01 |
 | Aghanim's Scepter | 111 | 22.11% | 75.6 | 54.05% | +8.27% | -7.62% | +6.66% | 0.86% | 29:39 | 12:15 | 20:30 | 27:55 | 37:01 | 59:50 | 16:31 | 12:14 |
 | Maelstrom | 31 | 6.18% | 74.4 | 64.52% | +18.02% | +22.98% | -2.02% | -3.53% | 22:51 | 12:04 | 19:00 | 21:34 | 26:05 | 39:24 | 07:05 | 05:14 |
 | Boots of Speed | 502 | 100.00% | 73.3 | 47.61% | +47.61% | +3.18% | -5.21% | -2.69% | 05:14 | -01:29 | 03:40 | 05:09 | 06:47 | 13:23 | 03:07 | 02:18 |
 | Bracer | 135 | 26.89% | 72.1 | 51.85% | +5.80% | -7.73% | -10.67% | -1.68% | 04:22 | -01:29 | 02:28 | 03:13 | 04:13 | 34:30 | 01:45 | 01:17 |
 | Magic Stick | 464 | 92.43% | 70.9 | 47.20% | -5.43% | -4.10% | +7.11% | 3.66% | 02:43 | -01:30 | -01:29 | 02:14 | 04:33 | 23:41 | 06:02 | 04:28 |
 | Force Staff | 229 | 45.62% | 69.8 | 49.34% | +3.19% | +3.29% | +5.05% | 0.20% | 25:55 | 15:00 | 20:58 | 24:46 | 29:42 | 48:33 | 08:44 | 06:28 |
 | Yasha | 22 | 4.38% | 68.6 | 68.18% | +21.51% | +15.15% | +11.82% | 0.00% | 20:25 | 14:33 | 16:55 | 19:14 | 22:10 | 32:56 | 05:15 | 03:53 |
 | Vladmir's Offering | 22 | 4.38% | 67.4 | 68.18% | +21.51% | +31.82% | -8.18% | 0.00% | 35:53 | 25:18 | 29:22 | 33:14 | 41:45 | 52:09 | 12:23 | 09:10 |
 | Aghanim's Shard | 267 | 53.19% | 66.3 | 48.31% | +1.50% | +2.44% | -8.01% | -1.37% | 21:52 | 15:00 | 17:16 | 20:05 | 24:54 | 46:28 | 07:38 | 05:39 |
 | Gleipnir | 28 | 5.58% | 65.1 | 64.29% | +17.67% | +35.71% | -7.15% | -5.99% | 24:17 | 16:32 | 20:42 | 23:45 | 27:51 | 39:49 | 07:09 | 05:17 |
 | Wraith Pact | 15 | 2.99% | 64.0 | 73.33% | +26.51% | +26.67% | +1.67% | 0.00% | 40:45 | 29:45 | 34:19 | 40:59 | 44:20 | 58:37 | 10:01 | 07:25 |
 | Fluffy Hat | 267 | 53.19% | 62.8 | 46.82% | -1.69% | -2.04% | +6.91% | 0.91% | 21:02 | 02:02 | 16:15 | 19:48 | 26:03 | 48:32 | 09:48 | 07:15 |
 | Black King Bar | 71 | 14.14% | 61.6 | 53.52% | +6.88% | +18.70% | -9.08% | -1.87% | 31:53 | 15:26 | 22:04 | 29:43 | 36:56 | 1:22:19 | 14:52 | 11:00 |
 | Monkey King Bar | 10 | 1.99% | 60.5 | 80.00% | +33.05% | -13.33% | +20.00% | 0.00% | 43:16 | 34:54 | 36:57 | 39:13 | 46:53 | 58:38 | 09:56 | 07:21 |
 | Refresher Orb | 5 | 1.00% | 59.3 | 100.00% | +52.92% | 0.00% | 0.00% | 0.00% | 50:12 | 34:00 | 34:00 | 44:47 | 1:06:48 | 1:07:12 | 32:48 | 24:17 |
 | Ring of Basilius | 28 | 5.58% | 58.1 | 60.71% | +13.87% | -17.85% | +10.72% | 1.05% | 27:44 | 04:07 | 12:33 | 27:10 | 39:39 | 52:09 | 27:06 | 20:04 |
 | Dragon Lance | 28 | 5.58% | 57.0 | 60.71% | +13.87% | -3.57% | +10.72% | 1.57% | 28:19 | 17:03 | 21:54 | 23:32 | 30:59 | 54:53 | 09:05 | 06:43 |
 | Hurricane Pike | 26 | 5.18% | 55.8 | 61.54% | +14.69% | +9.89% | +5.13% | -0.35% | 30:29 | 20:34 | 22:43 | 26:39 | 36:16 | 55:49 | 13:33 | 10:02 |
 | Scythe of Vyse | 18 | 3.59% | 54.7 | 66.67% | +19.77% | -26.67% | +33.33% | 0.00% | 43:42 | 23:01 | 35:56 | 38:57 | 48:00 | 1:16:51 | 12:04 | 08:56 |
 | Wind Lace | 148 | 29.48% | 53.5 | 45.95% | -2.36% | -5.41% | +5.40% | 0.90% | 12:37 | -01:29 | 06:33 | 11:03 | 18:30 | 34:04 | 11:57 | 08:51 |
 | Aether Lens | 29 | 5.78% | 52.3 | 58.62% | +11.69% | -1.48% | +27.09% | 2.06% | 39:11 | 25:13 | 31:37 | 36:44 | 45:29 | 1:05:20 | 13:52 | 10:16 |
 | Quelling Blade | 45 | 8.96% | 51.2 | 53.33% | +6.28% | +1.22% | -7.88% | -1.16% | 03:42 | -01:29 | -01:29 | -01:24 | 09:20 | 23:41 | 10:49 | 08:00 |
 | Silver Edge | 25 | 4.98% | 50.0 | 60.00% | +13.04% | +6.67% | +6.67% | 0.00% | 34:44 | 26:01 | 30:50 | 33:13 | 36:02 | 55:20 | 05:12 | 03:51 |
 | Shadow Blade | 30 | 5.98% | 48.8 | 56.67% | +9.64% | +18.33% | +14.76% | -0.58% | 31:20 | 24:09 | 27:55 | 29:58 | 34:02 | 55:20 | 06:07 | 04:31 |
 | Satanic | 4 | 0.80% | 47.7 | 100.00% | +52.81% | 0.00% | 0.00% | 0.00% | 51:22 | 41:45 | 41:45 | 44:50 | 57:09 | 1:01:45 | 15:24 | 11:24 |
 | Boots of Bearing | 8 | 1.59% | 46.5 | 75.00% | +27.83% | -25.00% | +25.00% | 0.00% | 30:31 | 24:00 | 25:01 | 28:15 | 32:00 | 41:03 | 06:59 | 05:10 |
 | Ghost Scepter | 32 | 6.37% | 45.3 | 50.00% | +2.55% | +12.50% | -25.00% | -3.50% | 34:43 | 20:38 | 27:28 | 33:54 | 38:10 | 54:03 | 10:42 | 07:55 |
 | Glimmer Cape | 41 | 8.17% | 44.2 | 46.34% | -1.38% | -6.34% | +3.66% | 0.74% | 26:42 | 10:51 | 19:25 | 26:58 | 32:59 | 46:41 | 13:34 | 10:02 |
 | Hood of Defiance | 28 | 5.58% | 43.0 | 50.00% | +2.53% | +21.43% | +7.14% | -1.47% | 21:17 | 09:47 | 16:11 | 18:44 | 25:54 | 46:20 | 09:43 | 07:11 |
 | Eul's Scepter of Divinity | 13 | 2.59% | 41.9 | 61.54% | +14.30% | +38.46% | -61.54% | 0.00% | 26:05 | 16:15 | 19:24 | 26:19 | 30:24 | 41:02 | 11:00 | 08:08 |
 | Octarine Core | 13 | 2.59% | 40.7 | 61.54% | +14.30% | -28.21% | +5.13% | 0.00% | 40:56 | 27:22 | 31:11 | 38:47 | 45:29 | 1:02:12 | 14:18 | 10:35 |
 | Pipe of Insight | 34 | 6.77% | 39.5 | 47.06% | -0.59% | -2.62% | +15.44% | 2.56% | 24:53 | 13:05 | 20:34 | 23:05 | 27:37 | 46:20 | 07:03 | 05:13 |
 | Heaven's Halberd | 19 | 3.78% | 38.4 | 52.63% | +5.22% | +7.37% | -12.63% | 0.00% | 31:15 | 18:48 | 25:33 | 31:00 | 35:41 | 43:29 | 10:08 | 07:30 |
 | Cornucopia | 20 | 3.98% | 37.2 | 50.00% | +2.49% | -50.00% | +10.00% | 0.00% | 33:09 | 15:46 | 27:53 | 31:50 | 37:24 | 52:29 | 09:31 | 07:02 |
 | Solar Crest | 23 | 4.58% | 36.0 | 47.83% | +0.23% | +2.17% | +2.17% | 0.00% | 22:33 | 13:39 | 15:57 | 19:30 | 29:59 | 37:02 | 14:02 | 10:23 |
 | Medallion of Courage | 26 | 5.18% | 34.9 | 46.15% | -1.54% | +10.99% | +20.52% | 0.73% | 17:32 | 04:57 | 11:44 | 12:51 | 24:48 | 37:02 | 13:04 | 09:40 |
 | Spirit Vessel | 3 | 0.60% | 33.7 | 100.00% | +52.71% | 0.00% | 0.00% | 0.00% | 21:54 | 19:12 | 19:12 | 19:51 | 26:38 | 26:38 | 07:26 | 05:30 |
 | Urn of Shadows | 3 | 0.60% | 32.6 | 100.00% | +52.71% | 0.00% | 0.00% | 0.00% | 15:01 | 11:04 | 11:04 | 13:44 | 20:14 | 20:14 | 09:10 | 06:47 |
 | Linken's Sphere | 21 | 4.18% | 31.4 | 47.62% | +0.01% | -7.62% | +12.38% | 0.00% | 35:29 | 23:34 | 28:56 | 33:47 | 38:16 | 52:29 | 09:20 | 06:54 |
 | Sange | 21 | 4.18% | 30.2 | 47.62% | +0.01% | +12.38% | -7.62% | 0.00% | 29:09 | 16:01 | 22:27 | 30:38 | 35:05 | 41:57 | 12:38 | 09:21 |
 | Blight Stone | 45 | 8.96% | 29.1 | 37.78% | -10.80% | -10.51% | +7.67% | 1.26% | 10:11 | -01:29 | -01:29 | 08:42 | 15:56 | 57:24 | 17:25 | 12:54 |
 | Drum of Endurance | 19 | 3.78% | 27.9 | 47.37% | -0.25% | -7.37% | -7.37% | 0.00% | 25:24 | 12:07 | 20:46 | 24:05 | 29:30 | 43:17 | 08:44 | 06:28 |
 | Aeon Disk | 17 | 3.39% | 26.7 | 47.06% | -0.57% | +2.94% | -22.06% | 0.00% | 49:10 | 27:14 | 38:02 | 47:32 | 54:43 | 1:17:19 | 16:41 | 12:21 |
 | Tranquil Boots | 31 | 6.18% | 25.6 | 38.71% | -9.49% | -26.21% | +23.79% | 5.24% | 17:50 | 07:24 | 11:52 | 13:21 | 21:25 | 42:06 | 09:33 | 07:04 |
 | Ethereal Blade | 2 | 0.40% | 24.4 | 100.00% | +52.60% | 0.00% | 0.00% | 0.00% | 30:22 | 26:32 | 26:32 | 34:12 | 34:12 | 34:12 | 07:40 | 05:40 |
 | Overwhelming Blink | 2 | 0.40% | 23.3 | 100.00% | +52.60% | 0.00% | 0.00% | 0.00% | 1:04:39 | 57:38 | 57:38 | 1:11:39 | 1:11:39 | 1:11:39 | 14:01 | 10:22 |
 | Power Treads | 5 | 1.00% | 22.1 | 60.00% | +12.52% | +40.00% | +40.00% | 0.00% | 07:47 | 06:06 | 06:06 | 07:40 | 07:54 | 10:23 | 01:48 | 01:20 |
 | Kaya | 3 | 0.60% | 20.9 | 66.67% | +19.18% | +33.33% | 0.00% | 0.00% | 26:43 | 22:13 | 22:13 | 22:33 | 35:24 | 35:24 | 13:11 | 09:45 |
 | Hand of Midas | 4 | 0.80% | 19.8 | 50.00% | +2.41% | -50.00% | +50.00% | 0.00% | 18:20 | 14:26 | 14:26 | 14:31 | 19:25 | 24:57 | 04:59 | 03:41 |
 | Orchid Malevolence | 1 | 0.20% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:30 | 27:30 | 27:30 | 27:30 | 27:30 | 27:30 | 00:00 | 00:00 |
 | Eye of Skadi | 2 | 0.40% | 17.4 | 50.00% | +2.40% | +50.00% | 0.00% | 0.00% | 35:18 | 31:46 | 31:46 | 38:49 | 38:49 | 38:49 | 07:03 | 05:13 |
 | Skull Basher | 2 | 0.40% | 16.3 | 50.00% | +2.40% | -50.00% | 0.00% | 0.00% | 40:49 | 40:34 | 40:34 | 41:04 | 41:04 | 41:04 | 00:30 | 00:22 |
 | Desolator | 2 | 0.40% | 15.1 | 50.00% | +2.40% | +50.00% | 0.00% | 0.00% | 42:25 | 27:25 | 27:25 | 57:24 | 57:24 | 57:24 | 29:59 | 22:12 |
 | Nullifier | 2 | 0.40% | 14.0 | 50.00% | +2.40% | -50.00% | 0.00% | 0.00% | 45:33 | 41:37 | 41:37 | 49:29 | 49:29 | 49:29 | 07:52 | 05:49 |
 | Wraith Band | 12 | 2.39% | 12.8 | 16.67% | -31.70% | -16.67% | -16.67% | 0.00% | 12:47 | 01:31 | 02:08 | 02:55 | 23:29 | 32:54 | 21:21 | 15:48 |
 | Boots of Travel 2 | 3 | 0.60% | 11.6 | 33.33% | -14.37% | -33.33% | 0.00% | 0.00% | 1:03:41 | 46:55 | 46:55 | 1:06:02 | 1:18:06 | 1:18:06 | 31:11 | 23:05 |
 | Divine Rapier | 3 | 0.60% | 10.5 | 33.33% | -14.37% | -33.33% | 0.00% | 0.00% | 51:21 | 48:50 | 48:50 | 50:01 | 55:13 | 55:13 | 06:23 | 04:43 |
 | Diffusal Blade | 3 | 0.60% | 9.3 | 33.33% | -14.37% | -33.33% | 0.00% | 0.00% | 13:28 | 10:31 | 10:31 | 13:31 | 16:22 | 16:22 | 05:51 | 04:20 |
 | Aghanim's Blessing | 4 | 0.80% | 8.1 | 25.00% | -22.79% | -25.00% | -25.00% | 0.00% | 1:02:57 | 53:50 | 53:50 | 53:59 | 1:04:06 | 1:19:54 | 10:16 | 07:36 |
 | Vanguard | 4 | 0.80% | 7.0 | 25.00% | -22.79% | +75.00% | -25.00% | 0.00% | 16:57 | 05:16 | 05:16 | 07:57 | 20:06 | 34:27 | 14:50 | 10:59 |
 | Helm of Iron Will | 5 | 1.00% | 5.8 | 20.00% | -27.89% | -20.00% | +80.00% | 0.00% | 28:15 | 19:35 | 19:35 | 22:04 | 29:23 | 48:36 | 09:48 | 07:15 |
 | Veil of Discord | 5 | 1.00% | 4.7 | 20.00% | -27.89% | -20.00% | -20.00% | 0.00% | 15:35 | 11:28 | 11:28 | 15:25 | 18:18 | 19:20 | 06:50 | 05:03 |
 | Crimson Guard | 3 | 0.60% | 3.5 | 0.00% | -47.90% | 0.00% | 0.00% | 0.00% | 26:58 | 22:30 | 22:30 | 23:58 | 34:27 | 34:27 | 11:57 | 08:51 |
 | Soul Ring | 2 | 0.40% | 2.3 | 0.00% | -47.80% | 0.00% | 0.00% | 0.00% | 08:56 | 08:38 | 08:38 | 09:14 | 09:14 | 09:14 | 00:36 | 00:26 |
 | Pavise | 2 | 0.40% | 1.2 | 0.00% | -47.80% | 0.00% | 0.00% | 0.00% | 14:57 | 14:14 | 14:14 | 15:40 | 15:40 | 15:40 | 01:26 | 01:03 |