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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 | |
 | Boots of Bearing | 24 | 23.53% | 100.0 | 79.17% | +29.17% | +20.83% | -12.50% | -4.55% | 31:35 | 22:48 | 27:56 | 30:29 | 35:16 | 40:32 | 07:20 | 05:25 |
 | Wind Lace | 69 | 67.65% | 98.2 | 65.22% | +25.83% | +11.25% | -12.28% | -2.55% | 14:39 | 05:12 | 09:16 | 11:44 | 18:29 | 35:11 | 09:13 | 06:49 |
 | Tranquil Boots | 26 | 25.49% | 96.5 | 73.08% | +21.76% | +12.63% | -23.08% | -3.95% | 27:46 | 12:05 | 22:48 | 27:32 | 31:50 | 40:32 | 09:02 | 06:41 |
 | Drum of Endurance | 45 | 44.12% | 94.7 | 66.67% | +17.55% | +15.15% | -3.03% | -2.55% | 20:19 | 12:51 | 15:49 | 18:22 | 22:57 | 36:51 | 07:08 | 05:17 |
 | Aghanim's Shard | 34 | 33.33% | 93.0 | 67.65% | +16.18% | +10.13% | -17.65% | -3.23% | 27:39 | 15:07 | 20:27 | 26:03 | 29:03 | 1:31:54 | 08:36 | 06:22 |
 | Magic Stick | 69 | 67.65% | 91.2 | 60.87% | +12.39% | +3.84% | -2.05% | -0.51% | 06:42 | -01:29 | 00:02 | 04:54 | 11:32 | 29:09 | 11:30 | 08:31 |
 | Magic Wand | 62 | 60.78% | 89.5 | 61.29% | +11.29% | -5.04% | -7.96% | -0.33% | 11:02 | 00:53 | 05:37 | 11:01 | 14:35 | 29:10 | 08:58 | 06:38 |
 | Guardian Greaves | 42 | 41.18% | 87.7 | 64.29% | +12.62% | -18.84% | +15.71% | 4.26% | 25:34 | 14:21 | 20:38 | 23:45 | 28:45 | 46:40 | 08:07 | 06:00 |
 | Diadem | 11 | 10.78% | 86.0 | 81.82% | +27.97% | -15.15% | -15.15% | 0.00% | 24:48 | 14:18 | 21:20 | 25:51 | 29:20 | 34:55 | 08:00 | 05:55 |
 | Headdress | 94 | 92.16% | 84.2 | 57.45% | +7.45% | -11.62% | +12.12% | 2.50% | 05:55 | -01:30 | -01:28 | 04:42 | 10:57 | 22:25 | 12:25 | 09:11 |
 | Morbid Mask | 25 | 24.51% | 82.5 | 68.00% | +14.75% | -1.33% | +15.33% | 1.39% | 31:37 | 19:39 | 25:02 | 31:30 | 37:03 | 43:30 | 12:01 | 08:54 |
 | Boots of Speed | 93 | 91.18% | 80.7 | 56.99% | +1.43% | -9.16% | +3.88% | 1.88% | 14:30 | -01:29 | 10:09 | 12:42 | 17:05 | 37:46 | 06:56 | 05:08 |
 | Chainmail | 94 | 92.16% | 78.9 | 55.32% | -19.68% | -1.15% | -20.54% | -7.09% | 07:35 | 03:29 | 06:02 | 07:35 | 08:46 | 12:59 | 02:44 | 02:01 |
 | Buckler | 68 | 66.67% | 77.2 | 57.35% | +1.47% | -22.06% | +13.24% | 2.28% | 24:01 | 07:38 | 16:09 | 22:29 | 31:37 | 46:12 | 15:28 | 11:27 |
 | Vladmir's Offering | 26 | 25.49% | 75.4 | 65.38% | +11.43% | -8.24% | +17.95% | 2.72% | 31:55 | 20:07 | 26:32 | 31:37 | 36:10 | 43:30 | 09:38 | 07:08 |
 | Arcane Boots | 47 | 46.08% | 73.7 | 59.57% | +5.02% | -17.90% | +15.43% | 3.40% | 19:31 | 04:42 | 14:04 | 17:14 | 23:53 | 46:06 | 09:49 | 07:16 |
 | Ring of Protection | 69 | 67.65% | 71.9 | 56.52% | -1.06% | -21.23% | +14.07% | 2.27% | 23:30 | -01:29 | 16:06 | 22:29 | 31:37 | 46:12 | 15:31 | 11:29 |
 | Pipe of Insight | 34 | 33.33% | 70.2 | 61.76% | +7.35% | -6.20% | -11.76% | -0.91% | 23:14 | 15:59 | 19:59 | 22:50 | 26:07 | 34:51 | 06:08 | 04:32 |
 | Mekansm | 78 | 76.47% | 68.4 | 55.13% | -7.37% | -0.13% | +8.03% | 2.62% | 12:25 | 07:37 | 09:57 | 11:14 | 13:04 | 34:31 | 03:07 | 02:18 |
 | Ring of Health | 40 | 39.22% | 66.7 | 60.00% | +5.16% | 0.00% | +20.00% | 3.26% | 23:33 | 11:59 | 18:32 | 21:05 | 24:40 | 1:03:23 | 06:08 | 04:32 |
 | Ring of Basilius | 66 | 64.71% | 64.9 | 56.06% | -2.27% | -3.12% | +0.19% | 0.88% | 09:09 | 01:08 | 03:49 | 05:40 | 07:34 | 43:30 | 03:45 | 02:46 |
 | Medallion of Courage | 42 | 41.18% | 63.2 | 59.52% | +4.52% | +13.21% | -29.52% | -5.59% | 11:55 | 04:16 | 07:13 | 08:47 | 14:52 | 36:00 | 07:39 | 05:40 |
 | Blight Stone | 48 | 47.06% | 61.4 | 58.33% | +2.77% | +8.34% | -16.66% | -2.40% | 07:54 | -01:29 | 01:12 | 05:35 | 11:37 | 36:00 | 10:25 | 07:42 |
 | Crown | 41 | 40.20% | 59.6 | 58.54% | +2.80% | +11.46% | -28.54% | -4.52% | 14:09 | 06:53 | 08:28 | 10:24 | 17:19 | 36:02 | 08:51 | 06:33 |
 | Solar Crest | 41 | 40.20% | 57.9 | 58.54% | +2.80% | +11.46% | -28.54% | -4.68% | 16:19 | 09:14 | 11:12 | 13:10 | 19:45 | 37:12 | 08:33 | 06:20 |
 | Holy Locket | 13 | 12.75% | 56.1 | 69.23% | +14.17% | -2.56% | -35.90% | -2.45% | 26:42 | 15:07 | 16:56 | 27:56 | 30:32 | 44:30 | 13:36 | 10:04 |
 | Void Stone | 6 | 5.88% | 54.4 | 83.33% | +28.12% | +16.67% | +16.67% | 0.00% | 43:13 | 22:31 | 29:38 | 29:56 | 1:03:23 | 1:05:00 | 33:45 | 25:00 |
 | Force Staff | 12 | 11.76% | 52.6 | 66.67% | +11.11% | 0.00% | 0.00% | 0.00% | 31:25 | 19:38 | 22:54 | 28:51 | 31:15 | 60:15 | 08:21 | 06:11 |
 | Fluffy Hat | 18 | 17.65% | 50.9 | 55.56% | -1.58% | +4.44% | -5.56% | -0.82% | 27:29 | 08:37 | 19:07 | 26:49 | 31:15 | 60:15 | 12:08 | 08:59 |
 | Glimmer Cape | 9 | 8.82% | 49.1 | 66.67% | +10.76% | +33.33% | -66.67% | 0.00% | 25:29 | 18:43 | 20:30 | 23:44 | 27:18 | 35:27 | 06:48 | 05:02 |
 | Quelling Blade | 3 | 2.94% | 47.4 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | -00:28 | -01:29 | -01:29 | -00:55 | 01:00 | 01:00 | 02:29 | 01:50 |
 | Hood of Defiance | 3 | 2.94% | 45.6 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 26:52 | 24:19 | 24:19 | 27:57 | 28:20 | 28:20 | 04:01 | 02:58 |
 | Linken's Sphere | 6 | 5.88% | 43.9 | 66.67% | +10.42% | -16.67% | -66.67% | 0.00% | 47:13 | 33:38 | 40:44 | 45:57 | 52:25 | 1:01:43 | 11:41 | 08:39 |
 | Ghost Scepter | 2 | 1.96% | 42.1 | 100.00% | +44.00% | 0.00% | 0.00% | 0.00% | 31:41 | 25:09 | 25:09 | 38:13 | 38:13 | 38:13 | 13:04 | 09:40 |
 | Cornucopia | 5 | 4.90% | 40.4 | 60.00% | +3.30% | +40.00% | -60.00% | 0.00% | 45:40 | 33:38 | 33:38 | 45:55 | 52:14 | 60:58 | 18:36 | 13:46 |
 | Vanguard | 5 | 4.90% | 38.6 | 60.00% | +3.30% | +40.00% | +40.00% | 0.00% | 28:48 | 22:04 | 22:04 | 25:42 | 29:39 | 43:51 | 07:35 | 05:37 |
 | Lotus Orb | 3 | 2.94% | 36.8 | 66.67% | +10.10% | +33.33% | 0.00% | 0.00% | 53:14 | 31:02 | 31:02 | 1:03:41 | 1:05:00 | 1:05:00 | 33:58 | 25:09 |
 | Assault Cuirass | 3 | 2.94% | 35.1 | 66.67% | +10.10% | -66.67% | 0.00% | 0.00% | 42:13 | 32:50 | 32:50 | 39:41 | 54:09 | 54:09 | 21:19 | 15:47 |
 | Helm of Iron Will | 4 | 3.92% | 33.3 | 50.00% | -7.14% | +50.00% | +50.00% | 0.00% | 29:44 | 22:43 | 22:43 | 24:51 | 28:07 | 43:14 | 05:24 | 04:00 |
 | Crimson Guard | 4 | 3.92% | 31.6 | 50.00% | -7.14% | +50.00% | +50.00% | 0.00% | 33:06 | 26:15 | 26:15 | 30:26 | 31:50 | 43:51 | 05:35 | 04:08 |
 | Dagon | 1 | 0.98% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:31 | 29:31 | 29:31 | 29:31 | 29:31 | 29:31 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.98% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.98% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 00:00 | 00:00 |
 | Heaven's Halberd | 3 | 2.94% | 24.6 | 33.33% | -24.25% | -33.33% | 0.00% | 0.00% | 40:42 | 32:00 | 32:00 | 41:19 | 48:47 | 48:47 | 16:47 | 12:25 |
 | Sange | 3 | 2.94% | 22.8 | 33.33% | -24.25% | -33.33% | 0.00% | 0.00% | 38:55 | 31:40 | 31:40 | 39:28 | 45:37 | 45:37 | 13:57 | 10:20 |
 | Wraith Band | 2 | 1.96% | 21.1 | 0.00% | -58.00% | 0.00% | 0.00% | 0.00% | 30:06 | 27:04 | 27:04 | 33:07 | 33:07 | 33:07 | 06:03 | 04:28 |
 | Null Talisman | 1 | 0.98% | 19.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:37 | 05:37 | 05:37 | 05:37 | 05:37 | 05:37 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.98% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:43:57 | 1:43:57 | 1:43:57 | 1:43:57 | 1:43:57 | 1:43:57 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.98% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:52:14 | 1:52:14 | 1:52:14 | 1:52:14 | 1:52:14 | 1:52:14 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.98% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:52:14 | 1:52:14 | 1:52:14 | 1:52:14 | 1:52:14 | 1:52:14 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 0.98% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:22 | 60:22 | 60:22 | 60:22 | 60:22 | 60:22 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.98% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:26:15 | 1:26:15 | 1:26:15 | 1:26:15 | 1:26:15 | 1:26:15 | 00:00 | 00:00 |
 | Black King Bar | 1 | 0.98% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:16 | 1:12:16 | 1:12:16 | 1:12:16 | 1:12:16 | 1:12:16 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 0.98% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:17 | 58:17 | 58:17 | 58:17 | 58:17 | 58:17 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.98% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 2:05:15 | 2:05:15 | 2:05:15 | 2:05:15 | 2:05:15 | 2:05:15 | 00:00 | 00:00 |
 | Butterfly | 1 | 0.98% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:27:45 | 1:27:45 | 1:27:45 | 1:27:45 | 1:27:45 | 1:27:45 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 0.98% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:43:35 | 1:43:35 | 1:43:35 | 1:43:35 | 1:43:35 | 1:43:35 | 00:00 | 00:00 |