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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 | |
 | Magic Wand | 29 | 55.77% | 100.0 | 62.07% | +27.29% | -4.93% | +9.36% | 3.66% | 12:32 | 05:22 | 10:04 | 11:18 | 13:58 | 23:46 | 03:54 | 02:53 |
 | Tranquil Boots | 4 | 7.69% | 97.8 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 19:56 | 11:11 | 11:11 | 11:51 | 12:07 | 44:33 | 00:56 | 00:41 |
 | Aghanim's Scepter | 18 | 34.62% | 95.7 | 66.67% | +25.49% | -6.67% | -41.67% | -2.94% | 35:08 | 26:41 | 29:26 | 32:36 | 41:20 | 53:43 | 11:54 | 08:48 |
 | Wind Lace | 50 | 96.15% | 93.5 | 52.00% | +52.00% | -13.54% | +14.67% | 4.35% | 06:13 | -01:29 | 02:35 | 06:14 | 09:04 | 21:16 | 06:29 | 04:48 |
 | Magic Stick | 49 | 94.23% | 91.3 | 51.02% | +17.69% | -1.02% | -1.02% | 0.00% | 05:20 | -01:29 | 02:19 | 05:15 | 07:41 | 17:40 | 05:22 | 03:58 |
 | Boots of Speed | 52 | 100.00% | 89.1 | 50.00% | +50.00% | +3.85% | -19.23% | -9.05% | 01:28 | -01:30 | -01:29 | -01:28 | 04:02 | 07:06 | 05:31 | 04:05 |
 | Aghanim's Shard | 12 | 23.08% | 87.0 | 66.67% | +21.67% | +33.33% | 0.00% | -3.91% | 27:16 | 18:17 | 19:47 | 25:10 | 28:19 | 46:31 | 08:32 | 06:19 |
 | Shadow Blade | 32 | 61.54% | 84.8 | 53.13% | +8.13% | +9.37% | -3.13% | -1.19% | 25:05 | 14:11 | 18:11 | 23:48 | 28:40 | 50:25 | 10:29 | 07:45 |
 | Phase Boots | 46 | 88.46% | 82.6 | 47.83% | -18.84% | +10.50% | +6.72% | -0.78% | 11:35 | 05:34 | 09:07 | 12:00 | 13:59 | 17:12 | 04:52 | 03:36 |
 | Black King Bar | 15 | 28.85% | 80.4 | 60.00% | +14.05% | -35.00% | +15.00% | 6.67% | 28:13 | 21:10 | 23:55 | 26:52 | 31:25 | 35:32 | 07:30 | 05:33 |
 | Chainmail | 47 | 90.38% | 78.3 | 46.81% | -33.19% | +19.86% | +11.52% | -1.56% | 10:03 | 03:48 | 06:51 | 10:23 | 12:11 | 16:48 | 05:20 | 03:57 |
 | Silver Edge | 3 | 5.77% | 76.1 | 100.00% | +53.06% | 0.00% | 0.00% | 0.00% | 37:26 | 34:17 | 34:17 | 37:29 | 40:33 | 40:33 | 06:16 | 04:38 |
 | Orb of Venom | 3 | 5.77% | 73.9 | 100.00% | +53.06% | 0.00% | 0.00% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:24 | -01:24 | 00:05 | 00:03 |
 | Crystalys | 3 | 5.77% | 71.7 | 100.00% | +53.06% | 0.00% | 0.00% | 0.00% | 37:18 | 34:15 | 34:15 | 37:13 | 40:25 | 40:25 | 06:10 | 04:34 |
 | Sange | 3 | 5.77% | 69.6 | 100.00% | +53.06% | 0.00% | 0.00% | 0.00% | 39:18 | 34:49 | 34:49 | 39:16 | 43:48 | 43:48 | 08:59 | 06:39 |
 | Boots of Bearing | 3 | 5.77% | 67.4 | 100.00% | +53.06% | 0.00% | 0.00% | 0.00% | 36:57 | 27:31 | 27:31 | 38:48 | 44:33 | 44:33 | 17:02 | 12:37 |
 | Kaya | 5 | 9.62% | 65.2 | 80.00% | +33.19% | +20.00% | -80.00% | -9.55% | 40:47 | 33:20 | 33:20 | 41:12 | 43:48 | 50:29 | 10:28 | 07:45 |
 | Fluffy Hat | 6 | 11.54% | 63.0 | 66.67% | +18.84% | +33.33% | -66.67% | -2.83% | 34:16 | 16:45 | 18:45 | 27:24 | 54:05 | 59:00 | 35:20 | 26:10 |
 | Wraith Band | 14 | 26.92% | 60.9 | 50.00% | 0.00% | -25.00% | +50.00% | 68.18% | 01:57 | -01:29 | -01:28 | 01:50 | 02:34 | 14:23 | 04:02 | 02:59 |
 | Drum of Endurance | 12 | 23.08% | 58.7 | 50.00% | 0.00% | +16.67% | -16.67% | -7.94% | 20:11 | 14:28 | 17:20 | 20:01 | 21:32 | 28:06 | 04:12 | 03:06 |
 | Eul's Scepter of Divinity | 4 | 7.69% | 56.5 | 75.00% | +27.08% | +25.00% | -75.00% | -5.87% | 46:11 | 25:46 | 25:46 | 41:02 | 42:49 | 1:15:08 | 17:03 | 12:37 |
 | Void Stone | 4 | 7.69% | 54.3 | 75.00% | +27.08% | +25.00% | -75.00% | -5.81% | 45:55 | 25:24 | 25:24 | 40:43 | 42:37 | 1:14:57 | 17:13 | 12:45 |
 | Yasha | 4 | 7.69% | 52.2 | 75.00% | +27.08% | +25.00% | -75.00% | -35.71% | 39:39 | 34:59 | 34:59 | 37:20 | 37:47 | 48:28 | 02:48 | 02:04 |
 | Yasha and Kaya | 4 | 7.69% | 50.0 | 75.00% | +27.08% | +25.00% | -75.00% | -16.30% | 41:10 | 35:04 | 35:04 | 37:31 | 41:12 | 50:54 | 06:08 | 04:32 |
 | Wind Waker | 2 | 3.85% | 47.8 | 100.00% | +52.00% | 0.00% | 0.00% | 0.00% | 44:58 | 44:07 | 44:07 | 45:48 | 45:48 | 45:48 | 01:41 | 01:14 |
 | Glimmer Cape | 2 | 3.85% | 45.7 | 100.00% | +52.00% | 0.00% | 0.00% | 0.00% | 27:29 | 26:56 | 26:56 | 28:01 | 28:01 | 28:01 | 01:05 | 00:48 |
 | Quelling Blade | 17 | 32.69% | 43.5 | 41.18% | -13.11% | +8.82% | -41.18% | -4.29% | 06:57 | -01:29 | -01:29 | -01:29 | 13:08 | 42:57 | 14:37 | 10:49 |
 | Aeon Disk | 1 | 1.92% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.92% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:15 | 14:15 | 14:15 | 14:15 | 14:15 | 14:15 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.92% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:10 | 51:10 | 51:10 | 51:10 | 51:10 | 51:10 | 00:00 | 00:00 |
 | Ring of Health | 1 | 1.92% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:14 | 49:14 | 49:14 | 49:14 | 49:14 | 49:14 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.92% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:08 | 41:08 | 41:08 | 41:08 | 41:08 | 41:08 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 1.92% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:48 | 43:48 | 43:48 | 43:48 | 43:48 | 43:48 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.92% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.92% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:36 | 15:36 | 15:36 | 15:36 | 15:36 | 15:36 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.92% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:56 | 50:56 | 50:56 | 50:56 | 50:56 | 50:56 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.92% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.92% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:14 | 49:14 | 49:14 | 49:14 | 49:14 | 49:14 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.92% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:55 | 44:55 | 44:55 | 44:55 | 44:55 | 44:55 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.92% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 1.92% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:59 | 12:59 | 12:59 | 12:59 | 12:59 | 12:59 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 3.85% | 10.9 | 0.00% | -52.00% | 0.00% | 0.00% | 0.00% | 41:51 | 24:16 | 24:16 | 59:26 | 59:26 | 59:26 | 35:10 | 26:02 |
 | Power Treads | 1 | 1.92% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:58 | 05:58 | 05:58 | 05:58 | 05:58 | 05:58 | 00:00 | 00:00 |
 | Bracer | 1 | 1.92% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:39 | 20:39 | 20:39 | 20:39 | 20:39 | 20:39 | 00:00 | 00:00 |
 | Force Staff | 2 | 3.85% | 4.3 | 0.00% | -52.00% | 0.00% | 0.00% | 0.00% | 56:42 | 54:05 | 54:05 | 59:18 | 59:18 | 59:18 | 05:13 | 03:51 |
 | Bottle | 1 | 1.92% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:18 | 01:18 | 01:18 | 01:18 | 01:18 | 01:18 | 00:00 | 00:00 |