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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 | 16 | 25.00% | 100.0 | 81.25% | +39.58% | +18.75% | +18.75% | 0.00% | 30:27 | 20:16 | 24:20 | 27:09 | 34:46 | 48:19 | 10:26 | 07:43 |
 | Magic Wand | 23 | 35.94% | 97.9 | 73.91% | +34.89% | +26.09% | +9.42% | -1.49% | 09:34 | 00:47 | 04:50 | 06:43 | 16:01 | 24:00 | 11:11 | 08:17 |
 | Eul's Scepter of Divinity | 11 | 17.19% | 95.8 | 81.82% | +36.54% | +18.18% | -15.15% | -6.04% | 30:21 | 22:11 | 25:39 | 28:34 | 31:10 | 42:13 | 05:31 | 04:05 |
 | Crystalys | 8 | 12.50% | 93.8 | 87.50% | +41.07% | +12.50% | -37.50% | -5.99% | 35:22 | 26:20 | 28:00 | 33:01 | 36:21 | 47:52 | 08:21 | 06:11 |
 | Black King Bar | 20 | 31.25% | 91.7 | 70.00% | +26.82% | +10.00% | +10.00% | 0.00% | 26:21 | 20:56 | 23:42 | 25:15 | 26:38 | 42:28 | 02:56 | 02:10 |
 | Quelling Blade | 27 | 42.19% | 89.6 | 62.96% | +19.72% | -20.10% | +8.47% | 0.00% | 00:25 | -01:29 | -01:29 | -01:29 | -01:29 | 12:20 | 00:00 | 00:00 |
 | Magic Stick | 51 | 79.69% | 87.5 | 56.86% | +26.09% | +12.37% | -3.01% | -4.05% | 03:38 | -01:29 | 01:09 | 02:35 | 04:57 | 19:42 | 03:48 | 02:48 |
 | Boots of Speed | 64 | 100.00% | 85.4 | 51.56% | +51.56% | -14.06% | +10.94% | 12.00% | 01:03 | -01:30 | -01:29 | -01:27 | 03:34 | 06:12 | 05:03 | 03:44 |
 | Blink Dagger | 62 | 96.88% | 83.3 | 51.61% | +1.61% | +17.14% | +1.72% | -3.01% | 16:02 | 09:04 | 13:01 | 15:23 | 18:08 | 32:23 | 05:07 | 03:47 |
 | Wind Lace | 42 | 65.63% | 81.3 | 54.76% | +9.31% | -9.31% | +5.24% | 1.86% | 09:38 | 00:17 | 03:50 | 06:32 | 11:40 | 41:52 | 07:50 | 05:48 |
 | Bottle | 15 | 23.44% | 79.2 | 66.67% | +19.73% | -16.67% | +8.33% | 25.00% | 01:32 | 01:17 | 01:20 | 01:35 | 01:37 | 02:09 | 00:17 | 00:12 |
 | Echo Sabre | 19 | 29.69% | 77.1 | 63.16% | +16.49% | +16.84% | -3.16% | -3.55% | 22:33 | 16:42 | 18:10 | 20:47 | 23:48 | 34:49 | 05:38 | 04:10 |
 | Fluffy Hat | 33 | 51.56% | 75.0 | 51.52% | -0.09% | -1.52% | +10.98% | 2.02% | 22:47 | 16:37 | 18:08 | 22:24 | 24:20 | 39:10 | 06:12 | 04:35 |
 | Force Staff | 26 | 40.63% | 72.9 | 53.85% | +3.85% | -10.99% | +12.82% | 4.06% | 26:31 | 20:47 | 23:08 | 25:35 | 29:00 | 39:25 | 05:52 | 04:20 |
 | Power Treads | 11 | 17.19% | 70.8 | 63.64% | +14.58% | +3.03% | -30.31% | -4.18% | 10:14 | 05:34 | 05:46 | 07:33 | 13:44 | 24:34 | 07:58 | 05:54 |
 | Arcane Boots | 11 | 17.19% | 68.8 | 63.64% | +14.58% | -30.31% | +3.03% | 7.04% | 13:02 | 05:35 | 06:42 | 09:20 | 11:26 | 27:06 | 04:44 | 03:30 |
 | Aghanim's Shard | 11 | 17.19% | 66.7 | 63.64% | +14.58% | +3.03% | +3.03% | 0.00% | 30:26 | 15:26 | 17:44 | 31:37 | 36:48 | 45:51 | 19:04 | 14:07 |
 | Silver Edge | 5 | 7.81% | 64.6 | 80.00% | +30.85% | +20.00% | -80.00% | 0.00% | 35:26 | 28:39 | 28:39 | 35:10 | 36:21 | 46:42 | 07:42 | 05:42 |
 | Phase Boots | 12 | 18.75% | 62.5 | 58.33% | +8.33% | +8.34% | -25.00% | -15.88% | 08:56 | 06:15 | 06:52 | 08:18 | 08:58 | 15:16 | 02:06 | 01:33 |
 | Chainmail | 12 | 18.75% | 60.4 | 58.33% | +8.33% | +8.34% | -25.00% | -21.98% | 08:11 | 05:46 | 06:18 | 07:05 | 07:49 | 15:00 | 01:31 | 01:07 |
 | Tranquil Boots | 23 | 35.94% | 58.3 | 47.83% | -5.83% | -14.50% | +2.17% | 3.39% | 08:26 | 03:36 | 04:28 | 06:46 | 09:23 | 25:30 | 04:55 | 03:38 |
 | Ring of Health | 6 | 9.38% | 56.3 | 66.67% | +16.67% | -16.67% | +33.33% | 0.00% | 33:42 | 27:37 | 30:50 | 33:37 | 37:07 | 38:15 | 06:17 | 04:39 |
 | Moon Shard | 4 | 6.25% | 54.2 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 18:12 | 13:16 | 13:16 | 13:35 | 14:42 | 31:15 | 01:26 | 01:03 |
 | Lotus Orb | 4 | 6.25% | 52.1 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 38:13 | 34:56 | 34:56 | 37:54 | 38:17 | 41:45 | 03:21 | 02:28 |
 | Assault Cuirass | 4 | 6.25% | 50.0 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 36:47 | 32:35 | 32:35 | 35:18 | 39:09 | 40:07 | 06:34 | 04:51 |
 | Shadow Blade | 8 | 12.50% | 47.9 | 50.00% | -1.79% | +50.00% | -50.00% | -14.53% | 29:00 | 20:29 | 23:51 | 30:25 | 30:44 | 36:22 | 06:53 | 05:05 |
 | Buckler | 6 | 9.38% | 45.8 | 50.00% | -1.72% | 0.00% | -50.00% | 0.00% | 34:26 | 26:58 | 32:09 | 34:08 | 38:46 | 39:36 | 06:37 | 04:54 |
 | Ring of Protection | 16 | 25.00% | 43.8 | 31.25% | -27.08% | -6.25% | +18.75% | 1.03% | 13:43 | -01:29 | 02:48 | 06:02 | 26:58 | 39:36 | 24:10 | 17:54 |
 | Aghanim's Scepter | 1 | 1.56% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:41 | 36:41 | 36:41 | 36:41 | 36:41 | 36:41 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.56% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:29 | 50:29 | 50:29 | 50:29 | 50:29 | 50:29 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.56% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:50 | 1:06:50 | 1:06:50 | 1:06:50 | 1:06:50 | 1:06:50 | 00:00 | 00:00 |
 | Satanic | 1 | 1.56% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 00:00 | 00:00 |
 | Sange | 1 | 1.56% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:24 | 46:24 | 46:24 | 46:24 | 46:24 | 46:24 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.56% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:20 | 50:20 | 50:20 | 50:20 | 50:20 | 50:20 | 00:00 | 00:00 |
 | Soul Ring | 10 | 15.63% | 29.2 | 30.00% | -25.56% | +3.33% | +20.00% | 3.27% | 06:53 | 03:03 | 03:48 | 07:47 | 08:54 | 12:11 | 05:06 | 03:46 |
 | Ghost Scepter | 2 | 3.13% | 27.1 | 50.00% | -1.61% | +50.00% | 0.00% | 0.00% | 27:18 | 26:47 | 26:47 | 27:48 | 27:48 | 27:48 | 01:01 | 00:45 |
 | Morbid Mask | 3 | 4.69% | 25.0 | 33.33% | -19.13% | -33.33% | 0.00% | 0.00% | 36:33 | 32:45 | 32:45 | 34:09 | 42:44 | 42:44 | 09:59 | 07:23 |
 | Aeon Disk | 4 | 6.25% | 22.9 | 25.00% | -28.33% | +75.00% | -25.00% | 0.00% | 36:40 | 31:28 | 31:28 | 34:32 | 34:52 | 45:49 | 03:24 | 02:31 |
 | Bracer | 4 | 6.25% | 20.8 | 25.00% | -28.33% | +75.00% | -25.00% | 0.00% | 01:15 | 00:12 | 00:12 | 00:48 | 01:48 | 02:11 | 01:36 | 01:11 |
 | Helm of Iron Will | 1 | 1.56% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.56% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:01 | 16:01 | 16:01 | 16:01 | 16:01 | 16:01 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.56% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.56% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:37 | 01:37 | 01:37 | 01:37 | 01:37 | 01:37 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.56% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.56% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:37 | 27:37 | 27:37 | 27:37 | 27:37 | 27:37 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 3.13% | 6.3 | 0.00% | -53.23% | 0.00% | 0.00% | 0.00% | 30:34 | 26:59 | 26:59 | 34:09 | 34:09 | 34:09 | 07:10 | 05:18 |
 | Urn of Shadows | 1 | 1.56% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:12 | 08:12 | 08:12 | 08:12 | 08:12 | 08:12 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 1.56% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 00:00 | 00:00 |