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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 | |
 | Sange | 28 | 21.54% | 100.0 | 78.57% | +26.61% | -21.43% | +21.43% | 4.17% | 30:16 | 19:37 | 24:40 | 27:29 | 34:57 | 53:05 | 10:17 | 07:37 |
 | Heaven's Halberd | 25 | 19.23% | 98.7 | 76.00% | +22.67% | -9.33% | +24.00% | 2.67% | 32:54 | 21:54 | 26:29 | 30:53 | 38:58 | 53:52 | 12:29 | 09:14 |
 | Aghanim's Scepter | 34 | 26.15% | 97.4 | 70.59% | +17.46% | -3.92% | -8.09% | -0.41% | 30:51 | 18:22 | 25:24 | 29:39 | 35:35 | 51:04 | 10:11 | 07:32 |
 | Ring of Health | 54 | 41.54% | 96.1 | 64.81% | +12.18% | -0.52% | +4.42% | 0.31% | 21:46 | 05:23 | 12:38 | 20:17 | 28:29 | 49:26 | 15:51 | 11:44 |
 | Aeon Disk | 9 | 6.92% | 94.7 | 88.89% | +33.52% | +11.11% | -38.89% | 0.00% | 37:23 | 27:41 | 28:39 | 36:04 | 43:18 | 48:12 | 14:39 | 10:51 |
 | Headdress | 51 | 39.23% | 93.4 | 64.71% | +11.55% | -10.86% | +4.52% | 2.13% | 14:58 | 06:06 | 10:26 | 13:36 | 17:40 | 44:42 | 07:14 | 05:21 |
 | Wind Lace | 86 | 66.15% | 92.1 | 60.47% | +8.20% | +3.17% | +1.43% | -0.27% | 10:28 | -01:29 | 05:52 | 08:07 | 12:22 | 1:02:38 | 06:30 | 04:48 |
 | Crown | 50 | 38.46% | 90.8 | 64.00% | +10.25% | +5.23% | -22.33% | -3.29% | 16:39 | 04:12 | 11:50 | 15:23 | 20:13 | 34:25 | 08:23 | 06:12 |
 | Boots of Speed | 130 | 100.00% | 89.5 | 57.69% | +57.69% | +8.98% | -7.69% | -5.32% | 05:53 | 01:03 | 04:09 | 05:53 | 07:17 | 13:38 | 03:08 | 02:19 |
 | Chainmail | 63 | 48.46% | 88.2 | 61.90% | +8.17% | +6.85% | -11.90% | -2.39% | 15:21 | 07:12 | 10:45 | 14:03 | 18:36 | 38:06 | 07:51 | 05:48 |
 | Magic Wand | 123 | 94.62% | 86.8 | 57.72% | +0.58% | +3.57% | -15.78% | -3.91% | 06:48 | -01:29 | 04:10 | 06:20 | 09:07 | 27:03 | 04:57 | 03:40 |
 | Solar Crest | 33 | 25.38% | 85.5 | 66.67% | +12.03% | +20.83% | -4.17% | -3.41% | 22:00 | 09:58 | 17:13 | 20:24 | 24:33 | 39:40 | 07:20 | 05:25 |
 | Pipe of Insight | 26 | 20.00% | 84.2 | 69.23% | +14.42% | -12.09% | +30.77% | 7.84% | 21:22 | 13:49 | 17:26 | 19:23 | 22:54 | 45:47 | 05:28 | 04:02 |
 | Void Stone | 53 | 40.77% | 82.9 | 62.26% | +7.71% | +6.97% | +14.66% | 0.48% | 24:35 | 10:28 | 15:14 | 21:38 | 31:08 | 1:15:28 | 15:54 | 11:46 |
 | Arcane Boots | 44 | 33.85% | 81.6 | 63.64% | +8.99% | 0.00% | +9.09% | 0.77% | 15:37 | 05:35 | 09:27 | 14:19 | 21:13 | 33:53 | 11:46 | 08:42 |
 | Tranquil Boots | 46 | 35.38% | 80.3 | 63.04% | +8.28% | -4.71% | -8.49% | -0.84% | 13:44 | 07:00 | 09:09 | 10:43 | 13:40 | 1:02:39 | 04:31 | 03:20 |
 | Buckler | 28 | 21.54% | 78.9 | 67.86% | +12.96% | -10.72% | +17.85% | 3.44% | 20:21 | 11:18 | 13:59 | 16:12 | 22:18 | 60:40 | 08:19 | 06:09 |
 | Ring of Protection | 78 | 60.00% | 77.6 | 58.97% | +3.20% | -13.97% | -1.08% | 1.32% | 10:13 | -01:30 | 04:30 | 09:54 | 14:15 | 33:27 | 09:45 | 07:13 |
 | Boots of Travel | 16 | 12.31% | 76.3 | 75.00% | +19.74% | 0.00% | 0.00% | 0.00% | 42:55 | 24:13 | 33:45 | 42:05 | 47:39 | 1:03:20 | 13:54 | 10:17 |
 | Ring of Basilius | 16 | 12.31% | 75.0 | 75.00% | +19.74% | +25.00% | 0.00% | -1.08% | 23:30 | 08:26 | 09:20 | 25:36 | 32:23 | 50:10 | 23:03 | 17:04 |
 | Magic Stick | 117 | 90.00% | 73.7 | 56.41% | -12.82% | -11.58% | -11.58% | 0.00% | 03:33 | -01:29 | -01:22 | 03:19 | 06:19 | 15:56 | 07:41 | 05:41 |
 | Lotus Orb | 23 | 17.69% | 72.4 | 69.57% | +14.43% | -2.90% | +30.43% | 4.51% | 32:27 | 21:26 | 27:14 | 31:08 | 34:37 | 50:11 | 07:23 | 05:28 |
 | Morbid Mask | 8 | 6.15% | 71.1 | 87.50% | +31.76% | +12.50% | +12.50% | 0.00% | 32:54 | 22:58 | 26:10 | 28:51 | 33:28 | 50:10 | 07:18 | 05:24 |
 | Blight Stone | 35 | 26.92% | 69.7 | 62.86% | +7.07% | +14.92% | -7.30% | -3.36% | 17:45 | 05:27 | 13:34 | 17:46 | 20:11 | 32:30 | 06:37 | 04:54 |
 | Medallion of Courage | 35 | 26.92% | 68.4 | 62.86% | +7.07% | +14.92% | -7.30% | -3.55% | 18:18 | 08:19 | 14:05 | 17:46 | 20:21 | 32:30 | 06:16 | 04:38 |
 | Mekansm | 30 | 23.08% | 67.1 | 63.33% | +7.33% | +11.67% | -6.19% | -3.23% | 15:19 | 09:01 | 12:02 | 13:23 | 17:34 | 36:32 | 05:32 | 04:05 |
 | Guardian Greaves | 25 | 19.23% | 65.8 | 64.00% | +7.81% | +2.67% | -14.00% | -2.86% | 21:20 | 14:18 | 16:32 | 19:10 | 22:22 | 60:51 | 05:50 | 04:19 |
 | Wraith Band | 12 | 9.23% | 64.5 | 75.00% | +19.07% | +25.00% | -8.33% | 0.00% | 03:45 | 00:58 | 01:33 | 02:08 | 03:11 | 12:22 | 01:38 | 01:12 |
 | Urn of Shadows | 37 | 28.46% | 63.2 | 59.46% | +2.47% | -3.90% | +7.21% | 2.69% | 07:06 | 02:43 | 04:45 | 06:18 | 08:53 | 20:28 | 04:08 | 03:03 |
 | Vladmir's Offering | 7 | 5.38% | 61.8 | 85.71% | +29.61% | +14.29% | +14.29% | 0.00% | 34:24 | 26:40 | 28:19 | 32:24 | 33:28 | 50:11 | 05:09 | 03:48 |
 | Black King Bar | 7 | 5.38% | 60.5 | 85.71% | +29.61% | -35.71% | +14.29% | 0.00% | 48:23 | 29:00 | 39:06 | 53:48 | 55:10 | 60:58 | 16:04 | 11:54 |
 | Glimmer Cape | 18 | 13.85% | 59.2 | 66.67% | +10.42% | +13.33% | +8.33% | -0.62% | 24:51 | 15:08 | 20:35 | 22:18 | 28:38 | 43:56 | 08:03 | 05:57 |
 | Aghanim's Shard | 22 | 16.92% | 57.9 | 63.64% | +7.16% | +3.03% | +16.36% | 1.79% | 29:12 | 20:19 | 25:26 | 26:42 | 32:53 | 46:20 | 07:27 | 05:31 |
 | Fluffy Hat | 76 | 58.46% | 56.6 | 51.32% | -15.35% | +11.84% | -3.95% | -1.69% | 17:29 | 04:14 | 11:38 | 15:31 | 20:59 | 40:15 | 09:21 | 06:55 |
 | Blink Dagger | 13 | 10.00% | 55.3 | 69.23% | +12.82% | -2.56% | -35.90% | -2.38% | 36:05 | 24:04 | 28:26 | 34:44 | 42:27 | 44:45 | 14:01 | 10:22 |
 | Pavise | 26 | 20.00% | 53.9 | 57.69% | 0.00% | -0.55% | -24.36% | -5.67% | 16:44 | 12:01 | 13:50 | 16:10 | 18:02 | 28:27 | 04:12 | 03:06 |
 | Force Staff | 51 | 39.23% | 52.6 | 50.98% | -11.05% | -20.21% | +2.87% | 3.21% | 24:44 | 15:05 | 20:03 | 22:54 | 27:14 | 40:15 | 07:11 | 05:19 |
 | Spirit Vessel | 25 | 19.23% | 51.3 | 56.00% | -2.10% | +27.33% | +10.67% | -4.11% | 13:16 | 08:51 | 10:43 | 11:52 | 14:46 | 23:07 | 04:03 | 03:00 |
 | Linken's Sphere | 6 | 4.62% | 50.0 | 83.33% | +26.88% | -33.33% | +16.67% | 0.00% | 43:21 | 28:42 | 33:47 | 34:20 | 46:56 | 1:15:28 | 13:09 | 09:44 |
 | Wraith Pact | 6 | 4.62% | 48.7 | 83.33% | +26.88% | +16.67% | +16.67% | 0.00% | 38:20 | 28:58 | 30:54 | 32:21 | 49:01 | 51:27 | 18:07 | 13:25 |
 | Hood of Defiance | 8 | 6.15% | 47.4 | 75.00% | +18.44% | +25.00% | -25.00% | 0.00% | 17:44 | 11:35 | 12:22 | 14:17 | 22:05 | 25:02 | 09:43 | 07:11 |
 | Bracer | 36 | 27.69% | 46.1 | 50.00% | -10.64% | -16.67% | +16.67% | 16.00% | 04:08 | 01:11 | 02:07 | 02:46 | 04:12 | 16:20 | 02:05 | 01:32 |
 | Vanguard | 13 | 10.00% | 44.7 | 61.54% | +4.28% | -28.21% | -28.21% | 0.00% | 16:02 | 07:54 | 08:24 | 10:24 | 16:45 | 42:58 | 08:21 | 06:11 |
 | Kaya | 3 | 2.31% | 43.4 | 100.00% | +43.31% | 0.00% | 0.00% | 0.00% | 31:56 | 26:57 | 26:57 | 27:49 | 41:01 | 41:01 | 14:04 | 10:25 |
 | Power Treads | 17 | 13.08% | 42.1 | 52.94% | -5.47% | +22.06% | +47.06% | 6.70% | 09:12 | 04:31 | 07:07 | 08:42 | 10:51 | 14:15 | 03:44 | 02:45 |
 | Hand of Midas | 12 | 9.23% | 40.8 | 58.33% | +0.70% | +8.34% | +41.67% | 0.00% | 15:15 | 11:12 | 12:37 | 14:59 | 16:44 | 20:30 | 04:07 | 03:02 |
 | Drum of Endurance | 16 | 12.31% | 39.5 | 50.00% | -8.77% | -25.00% | 0.00% | 1.44% | 27:08 | 13:37 | 15:09 | 21:22 | 32:34 | 1:02:39 | 17:25 | 12:54 |
 | Boots of Bearing | 8 | 6.15% | 38.2 | 62.50% | +5.12% | -62.50% | +37.50% | 0.00% | 37:42 | 24:05 | 25:14 | 31:36 | 43:26 | 1:02:40 | 18:12 | 13:28 |
 | Veil of Discord | 8 | 6.15% | 36.8 | 62.50% | +5.12% | +37.50% | -62.50% | 0.00% | 17:50 | 09:53 | 11:52 | 13:05 | 20:14 | 32:45 | 08:22 | 06:11 |
 | Crimson Guard | 11 | 8.46% | 35.5 | 54.55% | -3.43% | +12.12% | -21.22% | 0.00% | 21:56 | 12:08 | 16:04 | 18:00 | 20:57 | 45:56 | 04:53 | 03:37 |
 | Helm of Iron Will | 11 | 8.46% | 34.2 | 54.55% | -3.43% | +12.12% | -21.22% | 0.00% | 19:19 | 10:28 | 13:29 | 16:07 | 18:30 | 45:56 | 05:01 | 03:42 |
 | Eul's Scepter of Divinity | 4 | 3.08% | 32.9 | 75.00% | +17.86% | +25.00% | +25.00% | 0.00% | 32:02 | 19:10 | 19:10 | 28:50 | 34:11 | 45:58 | 15:01 | 11:07 |
 | Shiva's Guard | 4 | 3.08% | 31.6 | 75.00% | +17.86% | -75.00% | +25.00% | 0.00% | 40:33 | 35:02 | 35:02 | 37:26 | 39:38 | 50:07 | 04:36 | 03:24 |
 | Cornucopia | 4 | 3.08% | 30.3 | 75.00% | +17.86% | -75.00% | +25.00% | 0.00% | 36:56 | 25:31 | 25:31 | 34:20 | 40:55 | 46:56 | 15:24 | 11:24 |
 | Aether Lens | 2 | 1.54% | 28.9 | 100.00% | +42.97% | 0.00% | 0.00% | 0.00% | 36:48 | 34:18 | 34:18 | 39:17 | 39:17 | 39:17 | 04:59 | 03:41 |
 | Kaya and Sange | 2 | 1.54% | 27.6 | 100.00% | +42.97% | 0.00% | 0.00% | 0.00% | 29:40 | 29:09 | 29:09 | 30:10 | 30:10 | 30:10 | 01:01 | 00:45 |
 | Overwhelming Blink | 2 | 1.54% | 26.3 | 100.00% | +42.97% | 0.00% | 0.00% | 0.00% | 53:37 | 50:24 | 50:24 | 56:50 | 56:50 | 56:50 | 06:26 | 04:45 |
 | Rod of Atos | 5 | 3.85% | 25.0 | 60.00% | +2.40% | +40.00% | -60.00% | 0.00% | 16:24 | 10:47 | 10:47 | 15:50 | 20:26 | 22:39 | 09:39 | 07:08 |
 | Scythe of Vyse | 7 | 5.38% | 23.7 | 42.86% | -15.68% | -42.86% | +7.14% | 0.00% | 43:09 | 29:51 | 36:21 | 38:35 | 46:31 | 56:53 | 10:10 | 07:31 |
 | Quelling Blade | 4 | 3.08% | 22.4 | 50.00% | -7.94% | -50.00% | +50.00% | 0.00% | 00:53 | -01:30 | -01:30 | -01:29 | -01:29 | 07:59 | 00:01 | 00:00 |
 | Orchid Malevolence | 1 | 0.77% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:05 | 42:05 | 42:05 | 42:05 | 42:05 | 42:05 | 00:00 | 00:00 |
 | Diadem | 1 | 0.77% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.77% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:17 | 1:04:17 | 1:04:17 | 1:04:17 | 1:04:17 | 1:04:17 | 00:00 | 00:00 |
 | Dagon | 1 | 0.77% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.77% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:12 | 46:12 | 46:12 | 46:12 | 46:12 | 46:12 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.77% | 14.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:27 | 41:27 | 41:27 | 41:27 | 41:27 | 41:27 | 00:00 | 00:00 |
 | Ghost Scepter | 11 | 8.46% | 13.2 | 27.27% | -33.23% | +6.06% | +6.06% | 0.00% | 32:37 | 22:59 | 25:30 | 29:24 | 33:53 | 51:55 | 08:23 | 06:12 |
 | Manta Style | 2 | 1.54% | 11.8 | 50.00% | -7.81% | +50.00% | 0.00% | 0.00% | 27:11 | 23:09 | 23:09 | 31:13 | 31:13 | 31:13 | 08:04 | 05:58 |
 | Eye of Skadi | 2 | 1.54% | 10.5 | 50.00% | -7.81% | +50.00% | 0.00% | 0.00% | 33:47 | 28:06 | 28:06 | 39:28 | 39:28 | 39:28 | 11:22 | 08:25 |
 | Bottle | 2 | 1.54% | 9.2 | 50.00% | -7.81% | +50.00% | 0.00% | 0.00% | 02:05 | 00:36 | 00:36 | 03:34 | 03:34 | 03:34 | 02:58 | 02:11 |
 | Octarine Core | 2 | 1.54% | 7.9 | 50.00% | -7.81% | +50.00% | 0.00% | 0.00% | 44:27 | 36:12 | 36:12 | 52:42 | 52:42 | 52:42 | 16:30 | 12:13 |
 | Yasha | 2 | 1.54% | 6.6 | 50.00% | -7.81% | +50.00% | 0.00% | 0.00% | 23:00 | 22:02 | 22:02 | 23:57 | 23:57 | 23:57 | 01:55 | 01:25 |
 | Dragon Lance | 5 | 3.85% | 5.3 | 20.00% | -39.20% | +80.00% | -20.00% | 0.00% | 28:44 | 15:20 | 15:20 | 28:05 | 31:30 | 42:26 | 16:10 | 11:58 |
 | Witch Blade | 1 | 0.77% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:06 | 38:06 | 38:06 | 38:06 | 38:06 | 38:06 | 00:00 | 00:00 |
 | Hurricane Pike | 4 | 3.08% | 2.6 | 0.00% | -59.52% | 0.00% | 0.00% | 0.00% | 32:19 | 26:23 | 26:23 | 28:05 | 32:08 | 42:41 | 05:45 | 04:15 |
 | Crystalys | 1 | 0.77% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 00:00 | 00:00 |