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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 | |
 | Linken's Sphere | 14 | 14.43% | 100.0 | 85.71% | +37.52% | -10.71% | -19.04% | -1.44% | 28:07 | 17:57 | 25:58 | 27:21 | 31:46 | 40:54 | 05:48 | 04:17 |
 | Void Stone | 62 | 63.92% | 98.3 | 66.13% | +34.70% | +2.62% | +0.54% | -0.27% | 26:08 | 10:05 | 20:19 | 24:57 | 28:05 | 1:12:50 | 07:46 | 05:45 |
 | Refresher Orb | 6 | 6.19% | 96.6 | 100.00% | +49.45% | 0.00% | 0.00% | 0.00% | 42:31 | 31:21 | 34:05 | 35:27 | 40:49 | 1:13:03 | 06:44 | 04:59 |
 | Ring of Health | 45 | 46.39% | 94.8 | 66.67% | +24.36% | -30.31% | +15.15% | 3.03% | 23:46 | 02:54 | 14:56 | 25:23 | 29:57 | 1:12:50 | 15:01 | 11:07 |
 | Bottle | 44 | 45.36% | 93.1 | 61.36% | +14.19% | +11.37% | -6.81% | -18.18% | 01:44 | 01:02 | 01:17 | 01:32 | 01:39 | 05:14 | 00:22 | 00:16 |
 | Magic Wand | 87 | 89.69% | 91.4 | 56.32% | +26.32% | +2.77% | -1.77% | -1.14% | 07:08 | -01:29 | 04:41 | 06:42 | 08:40 | 24:48 | 03:59 | 02:57 |
 | Blink Dagger | 90 | 92.78% | 89.7 | 55.56% | +26.99% | +0.96% | -5.56% | -1.45% | 18:01 | 11:03 | 15:04 | 17:03 | 19:33 | 32:04 | 04:29 | 03:19 |
 | Magic Stick | 93 | 95.88% | 87.9 | 54.84% | +29.84% | -11.36% | -2.67% | 2.56% | 02:44 | -01:29 | -01:29 | 02:36 | 04:53 | 11:45 | 06:22 | 04:42 |
 | Diffusal Blade | 45 | 46.39% | 86.2 | 60.00% | +11.92% | +21.82% | -23.64% | -14.74% | 13:23 | 09:35 | 11:35 | 13:07 | 14:40 | 19:21 | 03:05 | 02:17 |
 | Fluffy Hat | 57 | 58.76% | 84.5 | 57.89% | +10.39% | -0.75% | -7.89% | -1.65% | 06:45 | 02:06 | 04:10 | 05:39 | 08:30 | 23:49 | 04:20 | 03:12 |
 | Boots of Speed | 97 | 100.00% | 82.8 | 53.61% | +53.61% | +0.56% | -3.61% | -1.64% | 06:16 | 01:27 | 04:36 | 06:01 | 07:09 | 13:52 | 02:33 | 01:53 |
 | Blight Stone | 67 | 69.07% | 81.0 | 55.22% | +5.22% | +9.49% | -19.93% | -11.54% | 04:06 | -01:23 | 02:37 | 03:13 | 05:10 | 10:19 | 02:33 | 01:53 |
 | Skull Basher | 25 | 25.77% | 79.3 | 64.00% | +14.00% | +2.67% | -14.00% | -2.02% | 31:33 | 21:19 | 27:26 | 30:36 | 35:41 | 41:52 | 08:15 | 06:06 |
 | Quelling Blade | 82 | 84.54% | 77.6 | 53.66% | +0.33% | -1.28% | -3.66% | 0.00% | -01:19 | -01:29 | -01:29 | -01:29 | -01:29 | 09:08 | 00:00 | 00:00 |
 | Orb of Corrosion | 55 | 56.70% | 75.9 | 56.36% | +6.36% | -6.36% | -6.36% | 0.00% | 07:28 | 03:17 | 04:54 | 06:11 | 09:11 | 24:21 | 04:17 | 03:10 |
 | Orb of Venom | 55 | 56.70% | 74.1 | 56.36% | +6.36% | -13.50% | +7.93% | 5.18% | 05:02 | -01:29 | 02:40 | 04:21 | 06:48 | 17:54 | 04:08 | 03:03 |
 | Aghanim's Shard | 83 | 85.57% | 72.4 | 50.60% | -20.83% | +11.30% | -17.27% | -4.63% | 22:32 | 15:01 | 18:47 | 21:28 | 24:57 | 40:25 | 06:10 | 04:34 |
 | Eul's Scepter of Divinity | 35 | 36.08% | 70.7 | 57.14% | +5.53% | +20.64% | +9.53% | -2.00% | 26:39 | 19:28 | 22:33 | 24:57 | 28:06 | 59:23 | 05:33 | 04:06 |
 | Wind Lace | 43 | 44.33% | 69.0 | 53.49% | -0.21% | +1.06% | -8.04% | -1.28% | 22:28 | 05:48 | 18:13 | 22:39 | 25:21 | 58:56 | 07:08 | 05:17 |
 | Aghanim's Scepter | 12 | 12.37% | 67.2 | 66.67% | +14.91% | +33.33% | -33.34% | -7.51% | 32:15 | 20:48 | 25:06 | 27:56 | 33:59 | 57:37 | 08:53 | 06:34 |
 | Arcane Boots | 54 | 55.67% | 65.5 | 46.30% | -16.49% | +3.70% | -0.15% | -1.03% | 11:25 | 05:57 | 07:57 | 08:58 | 11:42 | 36:32 | 03:45 | 02:46 |
 | Lotus Orb | 11 | 11.34% | 63.8 | 63.64% | +11.31% | +3.03% | +36.36% | 7.14% | 29:11 | 21:17 | 26:02 | 28:53 | 30:42 | 43:28 | 04:40 | 03:27 |
 | Bracer | 16 | 16.49% | 62.1 | 56.25% | +3.16% | -31.25% | -6.25% | 25.00% | 02:17 | -01:29 | 01:39 | 01:55 | 02:16 | 09:25 | 00:37 | 00:27 |
 | Octarine Core | 3 | 3.09% | 60.3 | 100.00% | +47.87% | 0.00% | 0.00% | 0.00% | 37:38 | 36:34 | 36:34 | 36:52 | 39:28 | 39:28 | 02:54 | 02:08 |
 | Aether Lens | 3 | 3.09% | 58.6 | 100.00% | +47.87% | 0.00% | 0.00% | 0.00% | 37:33 | 36:20 | 36:20 | 36:50 | 39:28 | 39:28 | 03:08 | 02:19 |
 | Ring of Protection | 19 | 19.59% | 56.9 | 52.63% | -1.22% | -12.63% | +27.37% | 30.77% | 03:14 | -01:29 | -01:29 | 01:36 | 02:47 | 31:04 | 04:16 | 03:09 |
 | Aeon Disk | 16 | 16.49% | 55.2 | 50.00% | -4.32% | -25.00% | +50.00% | 5.69% | 36:57 | 28:24 | 31:03 | 34:41 | 44:14 | 47:17 | 13:11 | 09:45 |
 | Spirit Vessel | 8 | 8.25% | 53.4 | 62.50% | +9.69% | -12.50% | +37.50% | 14.15% | 14:50 | 12:02 | 12:25 | 13:43 | 15:57 | 18:24 | 03:32 | 02:37 |
 | Tranquil Boots | 4 | 4.12% | 51.7 | 75.00% | +22.31% | +25.00% | -75.00% | 0.00% | 09:50 | 07:51 | 07:51 | 09:43 | 10:02 | 11:42 | 02:11 | 01:37 |
 | Shiva's Guard | 4 | 4.12% | 50.0 | 75.00% | +22.31% | +25.00% | +25.00% | 0.00% | 38:38 | 31:36 | 31:36 | 31:55 | 38:37 | 52:23 | 07:01 | 05:11 |
 | Abyssal Blade | 4 | 4.12% | 48.3 | 75.00% | +22.31% | +25.00% | +25.00% | 0.00% | 40:28 | 32:35 | 32:35 | 33:10 | 47:07 | 48:58 | 14:32 | 10:45 |
 | Urn of Shadows | 13 | 13.40% | 46.6 | 46.15% | -8.61% | +20.52% | +20.52% | 0.00% | 05:21 | 02:25 | 03:14 | 05:04 | 06:11 | 09:14 | 02:57 | 02:11 |
 | Overwhelming Blink | 2 | 2.06% | 44.8 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 47:51 | 38:51 | 38:51 | 56:50 | 56:50 | 56:50 | 17:59 | 13:19 |
 | Soul Ring | 2 | 2.06% | 43.1 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 10:09 | 09:26 | 09:26 | 10:51 | 10:51 | 10:51 | 01:25 | 01:02 |
 | Orchid Malevolence | 2 | 2.06% | 41.4 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 37:08 | 35:07 | 35:07 | 39:08 | 39:08 | 39:08 | 04:01 | 02:58 |
 | Sange | 2 | 2.06% | 39.7 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 33:09 | 31:40 | 31:40 | 34:37 | 34:37 | 34:37 | 02:57 | 02:11 |
 | Hood of Defiance | 2 | 2.06% | 37.9 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 13:26 | 10:51 | 10:51 | 16:01 | 16:01 | 16:01 | 05:10 | 03:49 |
 | Mage Slayer | 2 | 2.06% | 36.2 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 33:10 | 30:56 | 30:56 | 35:23 | 35:23 | 35:23 | 04:27 | 03:17 |
 | Bloodthorn | 2 | 2.06% | 34.5 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 37:10 | 35:11 | 35:11 | 39:09 | 39:09 | 39:09 | 03:58 | 02:56 |
 | Wraith Band | 7 | 7.22% | 32.8 | 57.14% | +3.81% | -7.14% | -7.14% | 0.00% | 02:15 | 01:22 | 01:22 | 02:07 | 02:25 | 04:22 | 01:03 | 00:46 |
 | Power Treads | 6 | 6.19% | 31.0 | 50.00% | -3.85% | 0.00% | -50.00% | 0.00% | 12:30 | 08:15 | 09:32 | 10:54 | 15:33 | 16:45 | 06:01 | 04:27 |
 | Javelin | 7 | 7.22% | 29.3 | 42.86% | -11.58% | +7.14% | +7.14% | 0.00% | 22:36 | 10:14 | 17:37 | 19:35 | 20:56 | 45:02 | 03:19 | 02:27 |
 | Vanguard | 8 | 8.25% | 27.6 | 37.50% | -17.56% | -37.50% | +12.50% | 1.92% | 24:10 | 06:41 | 07:02 | 11:08 | 33:04 | 48:47 | 26:02 | 19:17 |
 | Aghanim's Blessing | 1 | 1.03% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:04 | 1:08:04 | 1:08:04 | 1:08:04 | 1:08:04 | 1:08:04 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.03% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.03% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.03% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 00:00 | 00:00 |
 | Satanic | 1 | 1.03% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:01 | 39:01 | 39:01 | 39:01 | 39:01 | 39:01 | 00:00 | 00:00 |
 | Chainmail | 1 | 1.03% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 00:00 | 00:00 |
 | Headdress | 1 | 1.03% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 00:00 | 00:00 |
 | Buckler | 1 | 1.03% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:04 | 31:04 | 31:04 | 31:04 | 31:04 | 31:04 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.03% | 12.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.03% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.03% | 8.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:49 | 02:49 | 02:49 | 02:49 | 02:49 | 02:49 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.03% | 6.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:48 | 60:48 | 60:48 | 60:48 | 60:48 | 60:48 | 00:00 | 00:00 |
 | Maelstrom | 6 | 6.19% | 5.2 | 33.33% | -21.62% | +16.67% | -33.33% | 0.00% | 23:26 | 15:14 | 19:23 | 19:57 | 20:56 | 45:02 | 01:33 | 01:08 |
 | Black King Bar | 3 | 3.09% | 3.4 | 33.33% | -20.93% | -33.33% | 0.00% | 0.00% | 24:00 | 21:46 | 21:46 | 25:00 | 25:13 | 25:13 | 03:27 | 02:33 |
 | Eye of Skadi | 1 | 1.03% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 00:00 | 00:00 |