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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 | |
 | Shiva's Guard | 10 | 11.90% | 100.0 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 36:17 | 27:34 | 32:02 | 36:19 | 39:15 | 49:55 | 07:13 | 05:20 |
 | Sange | 34 | 40.48% | 98.5 | 70.59% | +22.59% | +29.41% | -33.09% | -8.93% | 23:39 | 15:35 | 19:16 | 22:00 | 26:16 | 43:25 | 07:00 | 05:11 |
 | Heaven's Halberd | 30 | 35.71% | 97.1 | 70.00% | +20.00% | +30.00% | -27.14% | -8.09% | 26:09 | 16:17 | 22:38 | 25:19 | 29:42 | 38:10 | 07:04 | 05:14 |
 | Pipe of Insight | 59 | 70.24% | 95.6 | 61.02% | +13.02% | +12.31% | -14.35% | -5.35% | 18:03 | 11:55 | 14:53 | 16:42 | 19:52 | 42:14 | 04:59 | 03:41 |
 | Octarine Core | 5 | 5.95% | 94.1 | 100.00% | +45.57% | 0.00% | 0.00% | 0.00% | 27:46 | 18:52 | 18:52 | 27:42 | 29:20 | 42:29 | 10:28 | 07:45 |
 | Boots of Speed | 84 | 100.00% | 92.6 | 57.14% | +57.14% | +9.53% | 0.00% | -2.64% | 05:37 | 01:22 | 03:39 | 05:57 | 07:16 | 10:11 | 03:37 | 02:40 |
 | Ring of Protection | 59 | 70.24% | 91.2 | 59.32% | +7.32% | +7.35% | -12.65% | -2.44% | 14:37 | -01:29 | 08:10 | 10:02 | 16:21 | 52:46 | 08:11 | 06:03 |
 | Chainmail | 48 | 57.14% | 89.7 | 60.42% | +7.64% | +22.91% | -18.75% | -4.63% | 14:12 | 03:26 | 09:47 | 12:20 | 18:47 | 34:31 | 09:00 | 06:40 |
 | Ring of Health | 78 | 92.86% | 88.2 | 56.41% | -10.26% | +13.59% | +1.48% | -5.42% | 05:28 | 00:14 | 02:28 | 03:02 | 04:42 | 1:06:37 | 02:14 | 01:39 |
 | Magic Wand | 72 | 85.71% | 86.8 | 56.94% | -1.39% | -1.38% | -12.50% | -1.04% | 07:13 | -01:29 | -01:28 | 08:07 | 12:07 | 19:59 | 13:35 | 10:03 |
 | Soul Ring | 39 | 46.43% | 85.3 | 61.54% | +8.21% | +8.46% | -21.54% | -11.18% | 10:33 | 06:07 | 08:34 | 09:52 | 11:15 | 27:10 | 02:41 | 01:59 |
 | Buckler | 30 | 35.71% | 83.8 | 63.33% | +9.63% | -0.83% | -6.19% | -0.36% | 25:06 | 12:16 | 16:57 | 21:28 | 31:59 | 52:46 | 15:02 | 11:08 |
 | Vanguard | 72 | 85.71% | 82.4 | 55.56% | -11.11% | +11.11% | -11.12% | -8.55% | 07:48 | 03:21 | 05:07 | 05:57 | 07:43 | 1:08:33 | 02:36 | 01:55 |
 | Headdress | 70 | 83.33% | 80.9 | 55.71% | -8.58% | +5.40% | -32.18% | -9.02% | 14:07 | 06:50 | 11:27 | 12:40 | 15:37 | 41:48 | 04:10 | 03:05 |
 | Magic Stick | 56 | 66.67% | 79.4 | 57.14% | 0.00% | +7.15% | -14.28% | -2.70% | 07:03 | -01:29 | 02:38 | 07:17 | 10:34 | 19:59 | 07:56 | 05:52 |
 | Mekansm | 29 | 34.52% | 77.9 | 62.07% | +7.52% | +9.36% | -4.93% | -2.46% | 16:07 | 08:53 | 12:55 | 15:03 | 18:44 | 25:06 | 05:49 | 04:18 |
 | Quelling Blade | 53 | 63.10% | 76.5 | 56.60% | -1.46% | +4.94% | -33.52% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | 00:16 | 00:00 | 00:00 |
 | Wind Lace | 39 | 46.43% | 75.0 | 58.97% | +3.41% | +11.03% | -8.97% | -1.63% | 12:40 | -01:29 | 06:34 | 09:09 | 18:51 | 37:38 | 12:17 | 09:05 |
 | Arcane Boots | 60 | 71.43% | 73.5 | 53.33% | -13.34% | +13.34% | -20.00% | -10.42% | 08:41 | 03:38 | 07:05 | 08:49 | 10:17 | 16:35 | 03:12 | 02:22 |
 | Helm of Iron Will | 56 | 66.67% | 72.1 | 53.57% | -10.72% | -3.57% | +3.57% | 0.94% | 18:30 | 08:59 | 12:53 | 17:14 | 20:27 | 53:49 | 07:34 | 05:36 |
 | Crimson Guard | 54 | 64.29% | 70.6 | 53.70% | -9.63% | -3.70% | +15.53% | 2.91% | 19:27 | 11:03 | 15:44 | 19:00 | 22:21 | 35:59 | 06:37 | 04:54 |
 | Phase Boots | 13 | 15.48% | 69.1 | 69.23% | +14.30% | -2.56% | -35.90% | -6.47% | 10:34 | 04:54 | 05:46 | 08:07 | 10:55 | 25:24 | 05:09 | 03:48 |
 | Guardian Greaves | 21 | 25.00% | 67.6 | 61.90% | +6.34% | -21.90% | +38.10% | 6.30% | 22:27 | 14:50 | 17:25 | 19:34 | 26:56 | 40:28 | 09:31 | 07:02 |
 | Power Treads | 10 | 11.90% | 66.2 | 70.00% | +14.59% | -3.33% | -20.00% | -4.08% | 07:59 | 05:47 | 06:26 | 06:52 | 10:31 | 11:51 | 04:05 | 03:01 |
 | Crown | 17 | 20.24% | 64.7 | 58.82% | +2.10% | -8.82% | -8.82% | 0.00% | 15:31 | 06:57 | 07:28 | 10:43 | 22:35 | 31:03 | 15:07 | 11:11 |
 | Void Stone | 22 | 26.19% | 63.2 | 54.55% | -3.51% | -4.55% | +5.45% | 0.88% | 26:38 | 10:50 | 20:40 | 27:08 | 32:04 | 41:03 | 11:24 | 08:26 |
 | Bottle | 7 | 8.33% | 61.8 | 71.43% | +15.59% | -21.43% | -21.43% | 0.00% | 01:36 | 01:15 | 01:26 | 01:35 | 01:40 | 01:59 | 00:14 | 00:10 |
 | Assault Cuirass | 8 | 9.52% | 60.3 | 62.50% | +5.92% | +37.50% | -12.50% | -7.26% | 38:04 | 24:04 | 33:02 | 34:02 | 39:55 | 51:40 | 06:53 | 05:05 |
 | Rod of Atos | 11 | 13.10% | 58.8 | 54.55% | -2.98% | +12.12% | -54.55% | -33.34% | 14:57 | 11:14 | 12:12 | 13:03 | 14:12 | 23:55 | 02:00 | 01:28 |
 | Solar Crest | 6 | 7.14% | 57.4 | 66.67% | +10.26% | +33.33% | -66.67% | 0.00% | 25:58 | 20:31 | 23:49 | 24:45 | 28:23 | 31:37 | 04:34 | 03:22 |
 | Black King Bar | 12 | 14.29% | 55.9 | 50.00% | -8.33% | -16.67% | +16.67% | 2.95% | 32:24 | 22:06 | 23:34 | 26:40 | 34:51 | 1:03:49 | 11:17 | 08:21 |
 | Lotus Orb | 16 | 19.05% | 54.4 | 43.75% | -16.54% | +6.25% | +6.25% | 0.00% | 29:42 | 19:22 | 26:13 | 30:47 | 33:49 | 41:12 | 07:36 | 05:37 |
 | Linken's Sphere | 2 | 2.38% | 52.9 | 100.00% | +43.90% | 0.00% | 0.00% | 0.00% | 43:47 | 33:21 | 33:21 | 54:12 | 54:12 | 54:12 | 20:51 | 15:26 |
 | Scythe of Vyse | 2 | 2.38% | 51.5 | 100.00% | +43.90% | 0.00% | 0.00% | 0.00% | 46:22 | 31:55 | 31:55 | 60:48 | 60:48 | 60:48 | 28:53 | 21:23 |
 | Cornucopia | 2 | 2.38% | 50.0 | 100.00% | +43.90% | 0.00% | 0.00% | 0.00% | 43:47 | 33:21 | 33:21 | 54:12 | 54:12 | 54:12 | 20:51 | 15:26 |
 | Moon Shard | 2 | 2.38% | 48.5 | 100.00% | +43.90% | 0.00% | 0.00% | 0.00% | 47:26 | 31:58 | 31:58 | 1:02:53 | 1:02:53 | 1:02:53 | 30:55 | 22:54 |
 | Blight Stone | 7 | 8.33% | 47.1 | 57.14% | 0.00% | +42.86% | -7.14% | -27.03% | 24:57 | 19:22 | 22:35 | 23:50 | 24:26 | 32:21 | 01:51 | 01:22 |
 | Medallion of Courage | 7 | 8.33% | 45.6 | 57.14% | 0.00% | +42.86% | -7.14% | -27.03% | 24:57 | 19:22 | 22:35 | 23:50 | 24:26 | 32:21 | 01:51 | 01:22 |
 | Ring of Basilius | 6 | 7.14% | 44.1 | 50.00% | -7.69% | 0.00% | -50.00% | 0.00% | 33:54 | 21:25 | 28:06 | 32:44 | 34:48 | 52:46 | 06:42 | 04:57 |
 | Vladmir's Offering | 6 | 7.14% | 42.6 | 50.00% | -7.69% | 0.00% | -50.00% | 0.00% | 35:26 | 25:12 | 31:46 | 32:44 | 36:00 | 52:46 | 04:14 | 03:08 |
 | Morbid Mask | 6 | 7.14% | 41.2 | 50.00% | -7.69% | 0.00% | -50.00% | 0.00% | 34:57 | 24:14 | 31:30 | 32:44 | 34:49 | 52:46 | 03:19 | 02:27 |
 | Eul's Scepter of Divinity | 3 | 3.57% | 39.7 | 66.67% | +9.88% | -66.67% | 0.00% | 0.00% | 19:00 | 11:33 | 11:33 | 14:26 | 31:01 | 31:01 | 19:28 | 14:25 |
 | Hood of Defiance | 3 | 3.57% | 38.2 | 66.67% | +9.88% | +33.33% | 0.00% | 0.00% | 17:44 | 11:43 | 11:43 | 20:25 | 21:03 | 21:03 | 09:20 | 06:54 |
 | Nullifier | 4 | 4.76% | 36.8 | 50.00% | -7.50% | -50.00% | +50.00% | 0.00% | 38:07 | 28:34 | 28:34 | 34:39 | 34:51 | 54:25 | 06:17 | 04:39 |
 | Mage Slayer | 1 | 1.19% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.19% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:31 | 35:31 | 35:31 | 35:31 | 35:31 | 35:31 | 00:00 | 00:00 |
 | Gleipnir | 1 | 1.19% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 1.19% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:33 | 1:08:33 | 1:08:33 | 1:08:33 | 1:08:33 | 1:08:33 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.19% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.19% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:48 | 39:48 | 39:48 | 39:48 | 39:48 | 39:48 | 00:00 | 00:00 |
 | Javelin | 1 | 1.19% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:48 | 39:48 | 39:48 | 39:48 | 39:48 | 39:48 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 1.19% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 00:00 | 00:00 |
 | Bloodstone | 1 | 1.19% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.19% | 22.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:36 | 34:36 | 34:36 | 34:36 | 34:36 | 34:36 | 00:00 | 00:00 |
 | Aghanim's Shard | 18 | 21.43% | 20.6 | 22.22% | -44.45% | +37.78% | -22.22% | -6.61% | 30:59 | 18:20 | 25:46 | 28:35 | 34:51 | 51:24 | 09:05 | 06:43 |
 | Aeon Disk | 2 | 2.38% | 19.1 | 50.00% | -7.32% | -50.00% | 0.00% | 0.00% | 45:21 | 41:30 | 41:30 | 49:11 | 49:11 | 49:11 | 07:41 | 05:41 |
 | Spirit Vessel | 2 | 2.38% | 17.6 | 50.00% | -7.32% | +50.00% | 0.00% | 0.00% | 27:13 | 17:20 | 17:20 | 37:06 | 37:06 | 37:06 | 19:46 | 14:38 |
 | Urn of Shadows | 2 | 2.38% | 16.2 | 50.00% | -7.32% | +50.00% | 0.00% | 0.00% | 24:10 | 11:18 | 11:18 | 37:01 | 37:01 | 37:01 | 25:43 | 19:02 |
 | Skull Basher | 2 | 2.38% | 14.7 | 50.00% | -7.32% | -50.00% | 0.00% | 0.00% | 36:58 | 28:30 | 28:30 | 45:25 | 45:25 | 45:25 | 16:55 | 12:31 |
 | Heart of Tarrasque | 2 | 2.38% | 13.2 | 50.00% | -7.32% | -50.00% | 0.00% | 0.00% | 36:47 | 29:59 | 29:59 | 43:34 | 43:34 | 43:34 | 13:35 | 10:03 |
 | Force Staff | 3 | 3.57% | 11.8 | 33.33% | -24.69% | +66.67% | 0.00% | 0.00% | 32:19 | 25:12 | 25:12 | 35:51 | 35:54 | 35:54 | 10:42 | 07:55 |
 | Fluffy Hat | 3 | 3.57% | 10.3 | 33.33% | -24.69% | +66.67% | 0.00% | 0.00% | 29:26 | 25:12 | 25:12 | 27:16 | 35:51 | 35:51 | 10:39 | 07:53 |
 | Blink Dagger | 3 | 3.57% | 8.8 | 33.33% | -24.69% | +66.67% | 0.00% | 0.00% | 30:46 | 27:58 | 27:58 | 31:20 | 33:00 | 33:00 | 05:02 | 03:43 |
 | Wraith Band | 4 | 4.76% | 7.4 | 25.00% | -33.75% | -25.00% | -25.00% | 0.00% | 08:10 | -01:29 | -01:29 | 01:25 | 01:33 | 31:10 | 03:02 | 02:14 |
 | Tranquil Boots | 1 | 1.19% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:46 | 22:46 | 22:46 | 22:46 | 22:46 | 22:46 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 1.19% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:42 | 44:42 | 44:42 | 44:42 | 44:42 | 44:42 | 00:00 | 00:00 |
 | Bracer | 3 | 3.57% | 2.9 | 0.00% | -59.26% | 0.00% | 0.00% | 0.00% | 05:16 | 01:20 | 01:20 | 04:39 | 09:50 | 09:50 | 08:30 | 06:17 |
 | Blade Mail | 1 | 1.19% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:31 | 34:31 | 34:31 | 34:31 | 34:31 | 34:31 | 00:00 | 00:00 |