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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 | |
 | Scythe of Vyse | 17 | 14.17% | 100.0 | 88.24% | +45.52% | +11.76% | -13.24% | 0.00% | 41:30 | 31:28 | 36:31 | 41:18 | 45:37 | 49:35 | 09:06 | 06:44 |
 | Void Stone | 63 | 52.50% | 98.2 | 61.90% | +26.81% | +0.60% | +0.60% | 0.00% | 26:39 | 07:38 | 17:30 | 27:15 | 34:38 | 60:41 | 17:08 | 12:41 |
 | Ring of Health | 34 | 28.33% | 96.5 | 64.71% | +21.69% | +13.07% | -14.71% | -1.75% | 28:27 | 11:45 | 18:36 | 24:59 | 34:27 | 60:41 | 15:51 | 11:44 |
 | Hood of Defiance | 8 | 6.67% | 94.7 | 87.50% | +41.07% | +12.50% | -37.50% | 0.00% | 17:37 | 13:30 | 15:11 | 17:40 | 19:10 | 20:06 | 03:59 | 02:57 |
 | Aeon Disk | 13 | 10.83% | 93.0 | 76.92% | +31.13% | -10.25% | +23.08% | 0.00% | 39:06 | 26:37 | 33:15 | 37:59 | 40:47 | 57:11 | 07:32 | 05:34 |
 | Buckler | 76 | 63.33% | 91.2 | 53.95% | +13.04% | +3.94% | -1.32% | -1.15% | 15:15 | 09:43 | 12:00 | 13:42 | 16:35 | 36:26 | 04:35 | 03:23 |
 | Aghanim's Shard | 43 | 35.83% | 89.5 | 58.14% | +13.98% | -3.59% | +14.59% | 1.45% | 30:01 | 17:03 | 22:59 | 30:40 | 35:31 | 57:35 | 12:32 | 09:17 |
 | Ring of Protection | 78 | 65.00% | 87.7 | 52.56% | +9.70% | -7.56% | +10.60% | 4.39% | 14:05 | 01:46 | 11:35 | 13:18 | 15:43 | 36:26 | 04:08 | 03:03 |
 | Pipe of Insight | 7 | 5.83% | 86.0 | 85.71% | +38.81% | +14.29% | -35.71% | 0.00% | 21:14 | 16:32 | 20:02 | 22:06 | 22:42 | 24:13 | 02:40 | 01:58 |
 | Guardian Greaves | 74 | 61.67% | 84.2 | 52.70% | +9.22% | +15.72% | -8.26% | -9.11% | 17:17 | 12:51 | 15:14 | 15:46 | 17:52 | 33:05 | 02:38 | 01:57 |
 | Quelling Blade | 36 | 30.00% | 82.5 | 58.33% | +13.09% | +19.45% | -2.77% | -5.85% | 01:55 | -01:30 | -01:29 | -01:29 | 05:17 | 19:23 | 06:46 | 05:00 |
 | Shiva's Guard | 22 | 18.33% | 80.7 | 63.64% | +17.72% | +3.03% | -3.64% | -1.26% | 33:45 | 21:34 | 30:57 | 33:27 | 36:15 | 45:59 | 05:18 | 03:55 |
 | Boots of Speed | 120 | 100.00% | 78.9 | 49.17% | +49.17% | +10.83% | +0.83% | -5.77% | 03:57 | 01:31 | 03:01 | 03:33 | 04:45 | 09:08 | 01:44 | 01:17 |
 | Blink Dagger | 45 | 37.50% | 77.2 | 55.56% | +10.23% | -1.01% | -10.11% | -1.12% | 29:22 | 17:10 | 24:57 | 27:46 | 33:05 | 51:21 | 08:08 | 06:01 |
 | Headdress | 76 | 63.33% | 75.4 | 51.32% | +5.87% | +17.10% | -9.21% | -11.20% | 09:43 | -01:20 | 08:15 | 09:31 | 10:36 | 20:55 | 02:21 | 01:44 |
 | Mekansm | 76 | 63.33% | 73.7 | 51.32% | +5.87% | +6.57% | -14.48% | -10.35% | 12:22 | 09:08 | 11:03 | 11:40 | 13:05 | 24:22 | 02:02 | 01:30 |
 | Chainmail | 97 | 80.83% | 71.9 | 49.48% | +1.65% | +0.52% | -16.15% | -5.62% | 09:45 | 04:07 | 07:56 | 09:14 | 10:54 | 21:09 | 02:58 | 02:11 |
 | Magic Stick | 104 | 86.67% | 70.2 | 49.04% | -0.96% | +0.96% | +4.81% | 0.70% | 04:05 | -01:30 | 01:20 | 03:43 | 06:49 | 16:57 | 05:29 | 04:03 |
 | Wind Lace | 75 | 62.50% | 68.4 | 50.67% | +4.00% | +1.96% | -3.30% | -1.16% | 06:52 | -01:29 | 03:41 | 06:29 | 08:12 | 20:12 | 04:31 | 03:20 |
 | Magic Wand | 112 | 93.33% | 66.7 | 48.21% | -14.29% | -1.78% | +1.79% | 0.74% | 06:02 | -01:29 | 03:42 | 06:23 | 08:33 | 16:57 | 04:51 | 03:35 |
 | Fluffy Hat | 25 | 20.83% | 64.9 | 60.00% | +13.68% | -10.00% | +6.67% | 0.85% | 13:47 | 01:51 | 03:46 | 10:53 | 23:20 | 44:49 | 19:34 | 14:29 |
 | Aether Lens | 11 | 9.17% | 63.2 | 72.73% | +25.94% | +27.27% | -6.06% | 0.00% | 30:33 | 17:31 | 20:51 | 30:51 | 33:06 | 47:15 | 12:15 | 09:04 |
 | Arcane Boots | 79 | 65.83% | 61.4 | 49.37% | +0.59% | +10.63% | -9.37% | -9.92% | 07:31 | 04:19 | 05:54 | 07:01 | 07:55 | 23:56 | 02:01 | 01:29 |
 | Wraith Band | 63 | 52.50% | 59.6 | 50.79% | +3.42% | +11.71% | -19.54% | -30.74% | 02:02 | -01:29 | 01:20 | 01:57 | 02:21 | 14:53 | 01:01 | 00:45 |
 | Sange | 52 | 43.33% | 57.9 | 51.92% | +4.86% | -5.77% | -5.77% | 0.00% | 23:10 | 13:08 | 17:22 | 19:31 | 27:04 | 60:34 | 09:42 | 07:11 |
 | Heaven's Halberd | 30 | 25.00% | 56.1 | 56.67% | +10.00% | +18.33% | +0.47% | -1.37% | 28:41 | 16:07 | 23:06 | 26:41 | 36:11 | 41:17 | 13:05 | 09:41 |
 | Black King Bar | 70 | 58.33% | 54.4 | 48.57% | -1.43% | +1.43% | +4.37% | 0.35% | 25:56 | 15:13 | 21:00 | 24:41 | 29:29 | 47:47 | 08:29 | 06:17 |
 | Lotus Orb | 20 | 16.67% | 52.6 | 60.00% | +13.00% | 0.00% | 0.00% | 0.00% | 28:08 | 11:52 | 23:58 | 27:47 | 31:09 | 39:27 | 07:11 | 05:19 |
 | Boots of Travel | 6 | 5.00% | 50.9 | 83.33% | +35.96% | +16.67% | +16.67% | 0.00% | 33:51 | 12:40 | 30:31 | 32:25 | 41:59 | 45:39 | 11:28 | 08:29 |
 | Linken's Sphere | 6 | 5.00% | 49.1 | 83.33% | +35.96% | -33.33% | +16.67% | 0.00% | 42:20 | 29:32 | 36:01 | 42:29 | 51:27 | 51:49 | 15:26 | 11:25 |
 | Octarine Core | 8 | 6.67% | 47.4 | 75.00% | +27.68% | +25.00% | -25.00% | 0.00% | 35:09 | 21:11 | 26:01 | 34:40 | 35:31 | 55:43 | 09:30 | 07:02 |
 | Eul's Scepter of Divinity | 21 | 17.50% | 45.6 | 57.14% | +9.67% | +2.86% | -17.14% | -1.95% | 18:54 | 10:27 | 12:24 | 16:12 | 22:40 | 35:41 | 10:16 | 07:36 |
 | Power Treads | 17 | 14.17% | 43.9 | 58.82% | +11.25% | +16.18% | -8.82% | 0.00% | 07:04 | 05:30 | 06:10 | 06:49 | 07:16 | 09:58 | 01:06 | 00:48 |
 | Force Staff | 13 | 10.83% | 42.1 | 61.54% | +13.88% | -28.21% | +5.13% | 0.00% | 26:57 | 15:07 | 20:18 | 25:12 | 28:36 | 44:49 | 08:18 | 06:08 |
 | Ring of Basilius | 3 | 2.50% | 40.4 | 100.00% | +52.14% | 0.00% | 0.00% | 0.00% | 11:46 | 01:34 | 01:34 | 04:15 | 29:30 | 29:30 | 27:56 | 20:41 |
 | Kaya and Sange | 23 | 19.17% | 38.6 | 47.83% | -1.65% | +35.50% | -14.50% | -9.90% | 19:43 | 13:23 | 15:38 | 18:01 | 20:41 | 36:38 | 05:03 | 03:44 |
 | Null Talisman | 15 | 12.50% | 36.8 | 53.33% | +4.76% | -3.33% | -3.33% | 0.00% | 01:57 | 00:57 | 01:09 | 02:02 | 02:13 | 03:20 | 01:04 | 00:47 |
 | Kaya | 27 | 22.50% | 35.1 | 40.74% | -10.87% | +16.40% | +2.12% | -2.46% | 15:35 | 08:57 | 11:48 | 13:17 | 17:36 | 37:19 | 05:48 | 04:17 |
 | Falcon Blade | 9 | 7.50% | 33.3 | 55.56% | +6.91% | +44.44% | -5.56% | 0.00% | 05:16 | 02:52 | 04:01 | 04:53 | 05:38 | 08:31 | 01:37 | 01:11 |
 | Bottle | 25 | 20.83% | 31.6 | 40.00% | -11.58% | -6.67% | +10.00% | 16.67% | 01:47 | 01:02 | 01:16 | 01:27 | 01:34 | 06:36 | 00:18 | 00:13 |
 | Phase Boots | 19 | 15.83% | 29.8 | 42.11% | -8.39% | -2.11% | +17.89% | 8.76% | 08:39 | 05:59 | 07:01 | 07:56 | 09:18 | 15:32 | 02:17 | 01:41 |
 | Assault Cuirass | 2 | 1.67% | 28.1 | 100.00% | +51.69% | 0.00% | 0.00% | 0.00% | 50:00 | 37:12 | 37:12 | 1:02:48 | 1:02:48 | 1:02:48 | 25:36 | 18:57 |
 | Witch Blade | 5 | 4.17% | 26.3 | 60.00% | +11.30% | +40.00% | +40.00% | 0.00% | 18:22 | 11:42 | 11:42 | 19:58 | 20:12 | 20:20 | 08:30 | 06:17 |
 | Crown | 1 | 0.83% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:05 | 19:05 | 19:05 | 19:05 | 19:05 | 19:05 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.83% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 0.83% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 00:00 | 00:00 |
 | Ghost Scepter | 6 | 5.00% | 19.3 | 33.33% | -16.67% | -33.33% | +66.67% | 0.00% | 26:42 | 19:55 | 23:17 | 24:10 | 30:58 | 31:05 | 07:41 | 05:41 |
 | Overwhelming Blink | 2 | 1.67% | 17.5 | 50.00% | +0.85% | +50.00% | 0.00% | 0.00% | 44:20 | 29:56 | 29:56 | 58:44 | 58:44 | 58:44 | 28:48 | 21:20 |
 | Refresher Orb | 3 | 2.50% | 15.8 | 33.33% | -16.24% | +66.67% | 0.00% | 0.00% | 57:30 | 54:33 | 54:33 | 57:17 | 60:41 | 60:41 | 06:08 | 04:32 |
 | Tranquil Boots | 1 | 0.83% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:12 | 05:12 | 05:12 | 05:12 | 05:12 | 05:12 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.83% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:08 | 09:08 | 09:08 | 09:08 | 09:08 | 09:08 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.83% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.83% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.83% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:28 | 44:28 | 44:28 | 44:28 | 44:28 | 44:28 | 00:00 | 00:00 |
 | Urn of Shadows | 5 | 4.17% | 5.3 | 0.00% | -51.30% | 0.00% | 0.00% | 0.00% | 04:11 | 02:32 | 02:32 | 04:10 | 04:36 | 05:28 | 02:04 | 01:31 |
 | Mage Slayer | 1 | 0.83% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 00:00 | 00:00 |
 | Bracer | 2 | 1.67% | 1.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 10:57 | 05:30 | 05:30 | 16:23 | 16:23 | 16:23 | 10:53 | 08:03 |