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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 | 21 | 13.64% | 100.0 | 76.19% | +36.34% | +23.81% | -16.19% | -2.65% | 33:48 | 22:00 | 25:28 | 31:30 | 40:34 | 52:17 | 15:06 | 11:11 |
 | Blink Dagger | 132 | 85.71% | 98.3 | 50.00% | +36.36% | +7.58% | -7.58% | -2.01% | 19:45 | 11:22 | 15:23 | 18:55 | 22:55 | 45:52 | 07:32 | 05:34 |
 | Black King Bar | 57 | 37.01% | 96.6 | 54.39% | +15.21% | -11.53% | +2.75% | 1.43% | 25:53 | 14:54 | 19:51 | 25:11 | 29:49 | 40:57 | 09:58 | 07:22 |
 | Aether Lens | 7 | 4.55% | 94.9 | 85.71% | +42.85% | +14.29% | +14.29% | 0.00% | 36:47 | 30:26 | 31:40 | 35:28 | 36:33 | 48:36 | 04:53 | 03:37 |
 | Eul's Scepter of Divinity | 11 | 7.14% | 93.2 | 72.73% | +30.07% | -39.40% | -6.06% | 6.39% | 31:30 | 23:41 | 28:08 | 29:15 | 33:21 | 44:51 | 05:13 | 03:51 |
 | Wind Lace | 61 | 39.61% | 91.5 | 50.82% | +9.96% | -17.49% | +9.18% | 4.19% | 08:16 | -01:29 | 03:59 | 07:51 | 10:21 | 58:14 | 06:22 | 04:42 |
 | Magic Stick | 151 | 98.05% | 89.8 | 45.03% | +11.70% | +2.34% | -10.82% | -4.13% | 02:38 | -01:29 | 00:57 | 02:27 | 04:08 | 19:36 | 03:11 | 02:21 |
 | Boots of Speed | 154 | 100.00% | 88.1 | 44.81% | +44.81% | +1.34% | -5.34% | -1.97% | 04:04 | -01:29 | 02:29 | 04:09 | 05:52 | 13:07 | 03:23 | 02:30 |
 | Octarine Core | 4 | 2.60% | 86.4 | 100.00% | +56.67% | 0.00% | 0.00% | 0.00% | 41:33 | 34:31 | 34:31 | 37:04 | 43:26 | 51:11 | 08:55 | 06:36 |
 | Magic Wand | 130 | 84.42% | 84.7 | 44.62% | -1.21% | -8.26% | -0.87% | 1.54% | 08:24 | -01:29 | 05:12 | 07:29 | 09:59 | 35:04 | 04:47 | 03:32 |
 | Phase Boots | 88 | 57.14% | 83.1 | 46.59% | +4.17% | -5.68% | +7.96% | 2.70% | 10:17 | 05:00 | 07:00 | 08:20 | 12:03 | 40:51 | 05:03 | 03:44 |
 | Aghanim's Scepter | 31 | 20.13% | 81.4 | 54.84% | +12.56% | -4.84% | -4.84% | 0.00% | 35:15 | 23:20 | 30:41 | 33:55 | 38:10 | 53:25 | 07:29 | 05:32 |
 | Chainmail | 94 | 61.04% | 79.7 | 45.74% | +2.41% | -4.07% | +2.09% | 1.64% | 09:06 | 01:56 | 06:31 | 07:47 | 10:16 | 40:51 | 03:45 | 02:46 |
 | Aeon Disk | 6 | 3.90% | 78.0 | 83.33% | +40.09% | +16.67% | +16.67% | 0.00% | 46:40 | 37:04 | 40:58 | 46:27 | 52:13 | 54:47 | 11:15 | 08:20 |
 | Aghanim's Shard | 6 | 3.90% | 76.3 | 83.33% | +40.09% | +16.67% | +16.67% | 0.00% | 33:19 | 17:54 | 20:52 | 27:45 | 43:06 | 48:00 | 22:14 | 16:28 |
 | Bottle | 50 | 32.47% | 74.6 | 46.00% | +1.77% | +0.15% | -37.67% | -37.82% | 02:54 | 00:09 | 01:28 | 01:36 | 02:02 | 40:16 | 00:34 | 00:25 |
 | Tranquil Boots | 35 | 22.73% | 72.9 | 48.57% | +4.87% | +6.99% | -4.13% | -2.63% | 12:03 | 04:36 | 08:36 | 10:52 | 12:50 | 27:19 | 04:14 | 03:08 |
 | Fluffy Hat | 73 | 47.40% | 71.2 | 42.47% | -4.44% | +1.97% | -3.58% | -0.64% | 14:35 | 03:33 | 08:41 | 10:17 | 17:24 | 43:45 | 08:43 | 06:27 |
 | Quelling Blade | 70 | 45.45% | 69.5 | 41.43% | -6.19% | -13.65% | -6.14% | 0.00% | -00:44 | -01:29 | -01:29 | -01:29 | -01:29 | 14:38 | 00:00 | 00:00 |
 | Falcon Blade | 44 | 28.57% | 67.8 | 43.18% | -2.27% | +2.27% | -6.82% | -5.15% | 10:41 | 04:54 | 09:37 | 10:23 | 11:23 | 16:13 | 01:46 | 01:18 |
 | Boots of Travel 2 | 3 | 1.95% | 66.1 | 100.00% | +56.29% | 0.00% | 0.00% | 0.00% | 56:20 | 51:28 | 51:28 | 55:28 | 1:02:04 | 1:02:04 | 10:36 | 07:51 |
 | Moon Shard | 3 | 1.95% | 64.4 | 100.00% | +56.29% | 0.00% | 0.00% | 0.00% | 39:28 | 34:12 | 34:12 | 35:46 | 48:27 | 48:27 | 14:15 | 10:33 |
 | Blight Stone | 41 | 26.62% | 62.7 | 41.46% | -4.56% | +8.54% | +8.54% | 0.00% | 14:13 | -01:29 | 03:37 | 08:23 | 23:29 | 36:29 | 19:52 | 14:42 |
 | Desolator | 25 | 16.23% | 61.0 | 40.00% | -5.74% | +10.00% | -23.33% | -3.38% | 25:44 | 15:10 | 20:37 | 25:29 | 30:29 | 36:29 | 09:52 | 07:18 |
 | Force Staff | 19 | 12.34% | 59.3 | 42.11% | -3.08% | +37.89% | -42.11% | -11.85% | 30:23 | 17:00 | 25:59 | 30:27 | 32:44 | 46:00 | 06:45 | 05:00 |
 | Arcane Boots | 11 | 7.14% | 57.6 | 45.45% | +0.69% | +21.22% | +54.55% | 10.31% | 10:36 | 04:37 | 05:38 | 07:00 | 08:52 | 31:44 | 03:14 | 02:23 |
 | Bracer | 11 | 7.14% | 55.9 | 45.45% | +0.69% | +21.22% | +54.55% | 4.40% | 08:26 | 01:44 | 02:11 | 05:39 | 09:45 | 24:31 | 07:34 | 05:36 |
 | Heaven's Halberd | 3 | 1.95% | 54.2 | 66.67% | +22.30% | -66.67% | 0.00% | 0.00% | 38:53 | 35:53 | 35:53 | 40:22 | 40:23 | 40:23 | 04:30 | 03:20 |
 | Sange | 3 | 1.95% | 52.5 | 66.67% | +22.30% | -66.67% | 0.00% | 0.00% | 38:11 | 35:05 | 35:05 | 39:33 | 39:54 | 39:54 | 04:49 | 03:34 |
 | Linken's Sphere | 3 | 1.95% | 50.8 | 66.67% | +22.30% | +33.33% | 0.00% | 0.00% | 38:03 | 30:53 | 30:53 | 39:24 | 43:51 | 43:51 | 12:58 | 09:36 |
 | Scythe of Vyse | 3 | 1.95% | 49.2 | 66.67% | +22.30% | +33.33% | 0.00% | 0.00% | 49:07 | 42:25 | 42:25 | 52:17 | 52:39 | 52:39 | 10:14 | 07:34 |
 | Ring of Protection | 16 | 10.39% | 47.5 | 31.25% | -15.13% | -6.25% | -6.25% | 0.00% | 21:51 | -01:29 | 08:54 | 13:17 | 39:16 | 1:04:07 | 30:22 | 22:29 |
 | Orb of Venom | 12 | 7.79% | 45.8 | 33.33% | -12.44% | 0.00% | +33.34% | 19.61% | 04:34 | -01:29 | -01:29 | -01:29 | 03:11 | 33:49 | 04:40 | 03:27 |
 | Drum of Endurance | 4 | 2.60% | 44.1 | 50.00% | +5.33% | +50.00% | +50.00% | 0.00% | 33:28 | 12:54 | 12:54 | 29:36 | 39:32 | 51:50 | 26:38 | 19:43 |
 | Ring of Health | 4 | 2.60% | 42.4 | 50.00% | +5.33% | -50.00% | -50.00% | 0.00% | 31:37 | 16:56 | 16:56 | 30:43 | 35:14 | 43:33 | 18:18 | 13:33 |
 | Guardian Greaves | 4 | 2.60% | 40.7 | 50.00% | +5.33% | +50.00% | -50.00% | 0.00% | 15:57 | 14:08 | 14:08 | 15:28 | 17:02 | 17:10 | 02:54 | 02:08 |
 | Boots of Bearing | 1 | 0.65% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.65% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:03 | 38:03 | 38:03 | 38:03 | 38:03 | 38:03 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.65% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:00 | 44:00 | 44:00 | 44:00 | 44:00 | 44:00 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.65% | 33.9 | 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 |
 | Orchid Malevolence | 1 | 0.65% | 32.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:44 | 26:44 | 26:44 | 26:44 | 26:44 | 26:44 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.65% | 30.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:00 | 54:00 | 54:00 | 54:00 | 54:00 | 54:00 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.65% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.65% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:29 | 48:29 | 48:29 | 48:29 | 48:29 | 48:29 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.65% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:03 | 48:03 | 48:03 | 48:03 | 48:03 | 48:03 | 00:00 | 00:00 |
 | Buckler | 11 | 7.14% | 23.7 | 27.27% | -18.88% | +39.40% | -27.27% | -2.49% | 27:18 | 10:16 | 12:29 | 14:58 | 39:16 | 1:04:07 | 26:47 | 19:50 |
 | Orb of Corrosion | 6 | 3.90% | 22.0 | 33.33% | -11.94% | -33.33% | +66.67% | 0.00% | 17:44 | 04:03 | 05:54 | 06:38 | 32:38 | 34:07 | 26:44 | 19:48 |
 | Mekansm | 7 | 4.55% | 20.3 | 28.57% | -17.01% | +21.43% | -28.57% | -26.32% | 11:30 | 09:55 | 10:25 | 11:50 | 12:19 | 12:38 | 01:54 | 01:24 |
 | Headdress | 7 | 4.55% | 18.6 | 28.57% | -17.01% | +21.43% | -28.57% | -50.00% | 07:50 | 06:31 | 07:18 | 07:52 | 08:06 | 08:54 | 00:48 | 00:35 |
 | Nullifier | 2 | 1.30% | 16.9 | 50.00% | +5.26% | +50.00% | 0.00% | 0.00% | 30:23 | 29:37 | 29:37 | 31:09 | 31:09 | 31:09 | 01:32 | 01:08 |
 | Ring of Basilius | 2 | 1.30% | 15.3 | 50.00% | +5.26% | +50.00% | 0.00% | 0.00% | 15:11 | 10:28 | 10:28 | 19:53 | 19:53 | 19:53 | 09:25 | 06:58 |
 | Helm of Iron Will | 2 | 1.30% | 13.6 | 50.00% | +5.26% | +50.00% | 0.00% | 0.00% | 29:04 | 27:19 | 27:19 | 30:48 | 30:48 | 30:48 | 03:29 | 02:34 |
 | Boots of Travel | 3 | 1.95% | 11.9 | 33.33% | -11.70% | +66.67% | 0.00% | 0.00% | 50:27 | 46:41 | 46:41 | 47:01 | 57:39 | 57:39 | 10:58 | 08:07 |
 | Ghost Scepter | 4 | 2.60% | 10.2 | 25.00% | -20.33% | -25.00% | -25.00% | 0.00% | 31:39 | 23:41 | 23:41 | 26:36 | 36:04 | 40:16 | 12:23 | 09:10 |
 | Assault Cuirass | 5 | 3.25% | 8.5 | 20.00% | -25.64% | -20.00% | -20.00% | 0.00% | 45:21 | 37:38 | 37:38 | 42:05 | 42:47 | 1:04:26 | 05:09 | 03:48 |
 | Wraith Band | 6 | 3.90% | 6.8 | 16.67% | -29.28% | +33.33% | -16.67% | 0.00% | 10:08 | 01:21 | 02:24 | 03:18 | 18:21 | 30:47 | 15:57 | 11:48 |
 | Pipe of Insight | 1 | 0.65% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:04 | 25:04 | 25:04 | 25:04 | 25:04 | 25:04 | 00:00 | 00:00 |
 | Soul Ring | 2 | 1.30% | 3.4 | 0.00% | -45.39% | 0.00% | 0.00% | 0.00% | 09:33 | 09:11 | 09:11 | 09:55 | 09:55 | 09:55 | 00:44 | 00:32 |
 | Hood of Defiance | 1 | 0.65% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:20 | 17:20 | 17:20 | 17:20 | 17:20 | 17:20 | 00:00 | 00:00 |