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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 | 36 | 29.03% | 100.0 | 72.22% | +16.54% | +27.78% | -27.78% | -6.59% | 26:26 | 16:48 | 21:36 | 23:55 | 30:02 | 47:03 | 08:26 | 06:14 |
 | Ring of Health | 97 | 78.23% | 98.4 | 64.95% | +20.51% | +10.05% | +1.72% | -0.48% | 11:23 | 01:36 | 03:02 | 06:35 | 20:16 | 39:02 | 17:14 | 12:45 |
 | Arcane Boots | 107 | 86.29% | 96.8 | 62.62% | +15.56% | +15.16% | -3.36% | -5.14% | 06:43 | 03:26 | 04:45 | 05:47 | 08:21 | 21:30 | 03:36 | 02:40 |
 | Crimson Guard | 59 | 47.58% | 95.2 | 66.10% | +10.72% | -6.10% | +0.57% | 1.17% | 21:21 | 12:31 | 18:02 | 20:38 | 23:45 | 34:04 | 05:43 | 04:14 |
 | Magic Wand | 103 | 83.06% | 93.5 | 62.14% | +9.76% | -15.99% | +10.94% | 26.93% | 01:19 | -01:29 | -01:29 | -01:29 | 01:48 | 21:21 | 03:17 | 02:25 |
 | Vanguard | 72 | 58.06% | 91.9 | 63.89% | +8.12% | +8.33% | +19.44% | 1.27% | 11:35 | 04:24 | 06:32 | 08:54 | 15:17 | 34:04 | 08:45 | 06:28 |
 | Boots of Speed | 124 | 100.00% | 90.3 | 60.48% | +60.48% | +10.49% | -2.42% | -2.72% | 05:02 | 01:08 | 02:23 | 03:13 | 07:08 | 18:23 | 04:45 | 03:31 |
 | Headdress | 62 | 50.00% | 88.7 | 64.52% | +8.07% | -8.27% | -4.52% | 0.55% | 16:52 | 06:37 | 13:21 | 17:55 | 20:10 | 28:05 | 06:49 | 05:02 |
 | Pipe of Insight | 54 | 43.55% | 87.1 | 64.81% | +7.67% | +13.76% | -18.66% | -4.18% | 20:21 | 12:16 | 15:54 | 20:50 | 23:39 | 33:08 | 07:45 | 05:44 |
 | Helm of Iron Will | 101 | 81.45% | 85.5 | 59.41% | -5.81% | -3.41% | -3.41% | 0.00% | 12:17 | 02:44 | 06:44 | 09:53 | 17:54 | 40:16 | 11:10 | 08:16 |
 | Heaven's Halberd | 29 | 23.39% | 83.9 | 68.97% | +11.08% | +31.03% | -26.11% | -7.37% | 27:50 | 20:22 | 23:43 | 26:06 | 31:28 | 42:09 | 07:45 | 05:44 |
 | Magic Stick | 36 | 29.03% | 82.3 | 66.67% | +8.72% | -11.11% | -11.11% | 0.00% | 02:33 | -01:29 | -01:29 | -01:28 | 05:03 | 21:21 | 06:32 | 04:50 |
 | Aghanim's Scepter | 55 | 44.35% | 80.6 | 61.82% | +2.40% | +16.75% | -11.82% | -5.36% | 19:02 | 12:47 | 14:52 | 16:09 | 20:12 | 38:46 | 05:20 | 03:57 |
 | Buckler | 72 | 58.06% | 79.0 | 59.72% | -1.82% | +18.06% | -4.16% | -7.84% | 15:49 | 09:52 | 11:40 | 13:04 | 14:30 | 45:10 | 02:50 | 02:05 |
 | Wind Lace | 47 | 37.90% | 77.4 | 61.70% | +1.96% | +4.97% | -11.70% | -1.89% | 15:20 | -01:28 | 09:41 | 16:19 | 18:31 | 32:21 | 08:50 | 06:32 |
 | Ring of Protection | 74 | 59.68% | 75.8 | 58.11% | -5.89% | +5.05% | +3.00% | -0.63% | 14:43 | -01:29 | 11:10 | 12:31 | 14:26 | 45:10 | 03:16 | 02:25 |
 | Vladmir's Offering | 57 | 45.97% | 74.2 | 59.65% | -1.54% | +11.78% | -16.79% | -10.71% | 16:17 | 11:46 | 13:45 | 14:51 | 16:25 | 45:10 | 02:40 | 01:58 |
 | Ring of Basilius | 57 | 45.97% | 72.6 | 59.65% | -1.54% | +4.64% | -16.79% | -11.38% | 13:01 | 02:04 | 10:53 | 11:47 | 12:46 | 45:10 | 01:53 | 01:23 |
 | Morbid Mask | 57 | 45.97% | 71.0 | 59.65% | -1.54% | +11.78% | -16.79% | -10.26% | 15:15 | 10:11 | 12:47 | 13:34 | 15:34 | 45:10 | 02:47 | 02:03 |
 | Diadem | 52 | 41.94% | 69.4 | 59.62% | -1.49% | +9.61% | -21.16% | -9.09% | 08:33 | 05:19 | 06:34 | 08:39 | 09:57 | 12:26 | 03:23 | 02:30 |
 | Helm of the Dominator | 52 | 41.94% | 67.7 | 59.62% | -1.49% | +9.61% | -13.47% | -8.44% | 10:26 | 07:24 | 08:47 | 10:21 | 11:31 | 13:52 | 02:44 | 02:01 |
 | Helm of the Overlord | 52 | 41.94% | 66.1 | 59.62% | -1.49% | +25.00% | -21.16% | -17.98% | 16:55 | 13:23 | 15:20 | 16:42 | 17:54 | 21:23 | 02:34 | 01:54 |
 | Blink Dagger | 45 | 36.29% | 64.5 | 60.00% | -0.76% | +21.82% | -14.55% | -3.62% | 30:39 | 18:04 | 25:11 | 31:18 | 35:14 | 47:15 | 10:03 | 07:26 |
 | Void Stone | 25 | 20.16% | 62.9 | 64.00% | +4.40% | +19.33% | -30.67% | -8.47% | 32:18 | 20:43 | 28:43 | 32:26 | 34:37 | 42:44 | 05:54 | 04:22 |
 | Black King Bar | 49 | 39.52% | 61.3 | 57.14% | -5.53% | +17.86% | -7.14% | -2.93% | 29:05 | 17:54 | 23:29 | 27:08 | 32:01 | 53:46 | 08:32 | 06:19 |
 | Solar Crest | 7 | 5.65% | 59.7 | 85.71% | +26.74% | +14.29% | -35.71% | 0.00% | 26:07 | 16:31 | 16:54 | 29:08 | 30:07 | 36:46 | 13:13 | 09:47 |
 | Medallion of Courage | 7 | 5.65% | 58.1 | 85.71% | +26.74% | +14.29% | -35.71% | 0.00% | 25:16 | 13:37 | 16:18 | 29:07 | 30:05 | 36:46 | 13:47 | 10:12 |
 | Blight Stone | 7 | 5.65% | 56.5 | 85.71% | +26.74% | +14.29% | -35.71% | 0.00% | 25:16 | 13:37 | 16:18 | 29:07 | 30:05 | 36:46 | 13:47 | 10:12 |
 | Crown | 7 | 5.65% | 54.8 | 85.71% | +26.74% | +14.29% | -35.71% | 0.00% | 25:45 | 14:49 | 16:19 | 29:07 | 30:07 | 36:46 | 13:48 | 10:13 |
 | Chainmail | 22 | 17.74% | 53.2 | 63.64% | +3.84% | -13.64% | +16.36% | 3.17% | 19:19 | 05:42 | 14:20 | 18:36 | 23:47 | 36:46 | 09:27 | 07:00 |
 | Lotus Orb | 15 | 12.10% | 51.6 | 66.67% | +7.04% | +33.33% | -16.67% | -7.18% | 30:39 | 20:44 | 26:14 | 30:58 | 33:12 | 40:25 | 06:58 | 05:09 |
 | Kaya and Sange | 4 | 3.23% | 50.0 | 100.00% | +40.83% | 0.00% | 0.00% | 0.00% | 31:52 | 26:06 | 26:06 | 27:13 | 34:30 | 39:37 | 08:24 | 06:13 |
 | Kaya | 4 | 3.23% | 48.4 | 100.00% | +40.83% | 0.00% | 0.00% | 0.00% | 31:36 | 25:34 | 25:34 | 27:13 | 34:30 | 39:06 | 08:56 | 06:37 |
 | Guardian Greaves | 15 | 12.10% | 46.8 | 60.00% | -0.55% | +15.00% | -10.00% | -2.73% | 21:22 | 12:43 | 15:43 | 21:38 | 24:53 | 29:12 | 09:10 | 06:47 |
 | Drum of Endurance | 15 | 12.10% | 45.2 | 60.00% | -0.55% | -10.00% | -35.00% | -4.25% | 20:33 | 16:18 | 17:05 | 18:34 | 22:58 | 33:14 | 05:53 | 04:21 |
 | Mekansm | 16 | 12.90% | 43.5 | 56.25% | -4.86% | +18.75% | -6.25% | -2.28% | 18:09 | 09:10 | 11:37 | 18:34 | 22:34 | 26:27 | 10:57 | 08:06 |
 | Assault Cuirass | 9 | 7.26% | 41.9 | 66.67% | +6.67% | -16.67% | -16.67% | 0.00% | 36:47 | 29:41 | 32:06 | 36:07 | 39:33 | 45:05 | 07:27 | 05:31 |
 | Shiva's Guard | 7 | 5.65% | 40.3 | 71.43% | +11.60% | +28.57% | -21.43% | 0.00% | 34:00 | 28:11 | 28:26 | 31:35 | 32:22 | 46:31 | 03:56 | 02:54 |
 | Boots of Bearing | 5 | 4.03% | 38.7 | 80.00% | +20.34% | +20.00% | +20.00% | 0.00% | 32:13 | 25:36 | 25:36 | 28:05 | 36:41 | 44:46 | 11:05 | 08:12 |
 | Octarine Core | 5 | 4.03% | 37.1 | 80.00% | +20.34% | +20.00% | +20.00% | 0.00% | 36:01 | 31:29 | 31:29 | 34:05 | 38:52 | 42:43 | 07:23 | 05:28 |
 | Ghost Scepter | 5 | 4.03% | 35.5 | 80.00% | +20.34% | -80.00% | +20.00% | 0.00% | 33:50 | 24:15 | 24:15 | 25:24 | 32:17 | 1:02:45 | 08:02 | 05:57 |
 | Scythe of Vyse | 8 | 6.45% | 33.9 | 62.50% | +2.16% | +37.50% | -12.50% | 0.00% | 39:24 | 31:20 | 32:32 | 34:37 | 41:24 | 1:01:36 | 08:52 | 06:34 |
 | Boots of Travel | 6 | 4.84% | 32.3 | 66.67% | +6.50% | +33.33% | +33.33% | 0.00% | 41:14 | 27:00 | 37:33 | 38:28 | 48:15 | 52:41 | 10:42 | 07:55 |
 | Quelling Blade | 22 | 17.74% | 30.6 | 40.91% | -23.80% | -7.58% | -20.91% | -13.33% | -01:07 | -01:29 | -01:29 | -01:29 | -01:28 | 01:46 | 00:01 | 00:00 |
 | Tranquil Boots | 4 | 3.23% | 29.0 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 31:58 | 25:36 | 25:36 | 25:39 | 36:41 | 39:55 | 11:05 | 08:12 |
 | Aghanim's Shard | 11 | 8.87% | 27.4 | 45.45% | -16.50% | +21.22% | +21.22% | 0.00% | 33:59 | 19:56 | 28:12 | 32:54 | 36:29 | 49:04 | 08:17 | 06:08 |
 | Aghanim's Blessing | 3 | 2.42% | 25.8 | 66.67% | +6.34% | -66.67% | 0.00% | 0.00% | 43:35 | 41:29 | 41:29 | 41:52 | 47:25 | 47:25 | 05:56 | 04:23 |
 | Bloodstone | 3 | 2.42% | 24.2 | 66.67% | +6.34% | +33.33% | 0.00% | 0.00% | 33:22 | 26:43 | 26:43 | 29:23 | 44:00 | 44:00 | 17:17 | 12:48 |
 | Overwhelming Blink | 1 | 0.81% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:14 | 57:14 | 57:14 | 57:14 | 57:14 | 57:14 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.81% | 21.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:43 | 36:43 | 36:43 | 36:43 | 36:43 | 36:43 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.81% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:04 | 36:04 | 36:04 | 36:04 | 36:04 | 36:04 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.81% | 17.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:38 | 1:06:38 | 1:06:38 | 1:06:38 | 1:06:38 | 1:06:38 | 00:00 | 00:00 |
 | Yasha | 1 | 0.81% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:46 | 34:46 | 34:46 | 34:46 | 34:46 | 34:46 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.81% | 14.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:29 | 49:29 | 49:29 | 49:29 | 49:29 | 49:29 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.81% | 12.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:58 | 37:58 | 37:58 | 37:58 | 37:58 | 37:58 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 1.61% | 11.3 | 50.00% | -10.66% | -50.00% | 0.00% | 0.00% | 21:01 | 04:04 | 04:04 | 37:57 | 37:57 | 37:57 | 33:53 | 25:05 |
 | Bracer | 2 | 1.61% | 9.7 | 50.00% | -10.66% | +50.00% | 0.00% | 0.00% | 03:53 | 03:43 | 03:43 | 04:03 | 04:03 | 04:03 | 00:20 | 00:14 |
 | Cornucopia | 2 | 1.61% | 8.1 | 50.00% | -10.66% | +50.00% | 0.00% | 0.00% | 47:20 | 45:50 | 45:50 | 48:49 | 48:49 | 48:49 | 02:59 | 02:12 |
 | Nullifier | 2 | 1.61% | 6.5 | 0.00% | -61.48% | 0.00% | 0.00% | 0.00% | 39:38 | 37:54 | 37:54 | 41:22 | 41:22 | 41:22 | 03:28 | 02:34 |
 | Spirit Vessel | 1 | 0.81% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:50 | 19:50 | 19:50 | 19:50 | 19:50 | 19:50 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.81% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:50 | 48:50 | 48:50 | 48:50 | 48:50 | 48:50 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.81% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 00:00 | 00:00 |