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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 | |
 | Satanic | 27 | 24.77% | 100.0 | 70.37% | +24.03% | +15.34% | -13.23% | -3.77% | 34:24 | 24:32 | 30:50 | 33:44 | 38:25 | 45:45 | 07:35 | 05:37 |
 | Morbid Mask | 31 | 28.44% | 98.4 | 67.74% | +21.59% | +19.76% | -5.24% | -2.47% | 31:39 | 22:18 | 27:03 | 31:14 | 37:10 | 44:38 | 10:07 | 07:29 |
 | Void Stone | 25 | 22.94% | 96.7 | 68.00% | +20.38% | +15.33% | -34.67% | -2.78% | 38:21 | 16:57 | 27:50 | 39:28 | 45:50 | 1:04:00 | 18:00 | 13:20 |
 | Buckler | 48 | 44.04% | 95.1 | 60.42% | +14.52% | +6.25% | -18.75% | -3.88% | 29:33 | 20:06 | 26:01 | 28:10 | 32:28 | 52:17 | 06:27 | 04:46 |
 | Black King Bar | 92 | 84.40% | 93.4 | 55.43% | +20.14% | +14.14% | -7.60% | -3.01% | 20:35 | 13:01 | 16:25 | 19:50 | 23:39 | 37:18 | 07:14 | 05:21 |
 | Assault Cuirass | 45 | 41.28% | 91.8 | 60.00% | +13.12% | +3.64% | -5.45% | -1.69% | 31:03 | 21:16 | 27:43 | 30:22 | 33:06 | 52:44 | 05:23 | 03:59 |
 | Ring of Protection | 53 | 48.62% | 90.2 | 58.49% | +12.06% | +3.05% | -4.64% | -1.21% | 25:32 | -01:30 | 24:04 | 26:52 | 30:25 | 52:17 | 06:21 | 04:42 |
 | Boots of Speed | 109 | 100.00% | 88.5 | 52.29% | +52.29% | +10.67% | -7.85% | -6.82% | 04:44 | 00:39 | 03:03 | 04:38 | 05:46 | 09:57 | 02:43 | 02:00 |
 | Quelling Blade | 107 | 98.17% | 86.9 | 52.34% | +2.34% | -0.49% | -0.49% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Magic Stick | 85 | 77.98% | 85.2 | 52.94% | +2.94% | +8.96% | -10.08% | -3.16% | 06:26 | -01:29 | 02:42 | 07:05 | 08:43 | 23:38 | 06:01 | 04:27 |
 | Lotus Orb | 7 | 6.42% | 83.6 | 85.71% | +35.71% | +14.29% | +14.29% | 0.00% | 28:12 | 19:46 | 21:22 | 24:47 | 25:41 | 51:15 | 04:19 | 03:11 |
 | Chainmail | 98 | 89.91% | 82.0 | 51.02% | -12.62% | +0.98% | +3.15% | 0.89% | 06:48 | 02:31 | 05:32 | 06:14 | 07:59 | 12:15 | 02:27 | 01:48 |
 | Phase Boots | 98 | 89.91% | 80.3 | 51.02% | -12.62% | +4.98% | +3.15% | -0.73% | 07:43 | 03:37 | 06:13 | 07:13 | 08:44 | 13:50 | 02:31 | 01:51 |
 | Silver Edge | 43 | 39.45% | 78.7 | 55.81% | +5.81% | -1.26% | -19.45% | -3.05% | 24:10 | 14:37 | 20:18 | 22:23 | 26:16 | 41:46 | 05:58 | 04:25 |
 | Scythe of Vyse | 9 | 8.26% | 77.0 | 77.78% | +27.78% | -27.78% | -27.78% | 0.00% | 42:20 | 33:22 | 36:11 | 40:13 | 43:09 | 1:04:00 | 06:58 | 05:09 |
 | Magic Wand | 79 | 72.48% | 75.4 | 50.63% | -6.04% | +24.37% | -15.63% | -14.20% | 08:52 | 01:28 | 07:06 | 08:03 | 09:55 | 23:38 | 02:49 | 02:05 |
 | Crystalys | 51 | 46.79% | 73.8 | 52.94% | +1.22% | +0.91% | +8.60% | 1.33% | 23:00 | 10:48 | 20:01 | 21:29 | 25:49 | 41:46 | 05:48 | 04:17 |
 | Blink Dagger | 17 | 15.60% | 72.1 | 64.71% | +14.71% | +10.29% | -39.71% | -4.59% | 35:58 | 22:47 | 28:34 | 33:05 | 39:28 | 58:30 | 10:54 | 08:04 |
 | Shadow Blade | 45 | 41.28% | 70.5 | 53.33% | +1.77% | +1.22% | -16.97% | -2.34% | 20:52 | 13:24 | 16:14 | 18:28 | 24:01 | 41:46 | 07:47 | 05:45 |
 | Bottle | 50 | 45.87% | 68.9 | 52.00% | -0.54% | +1.85% | +14.67% | 12.82% | 02:05 | 00:43 | 01:34 | 01:47 | 02:15 | 06:13 | 00:41 | 00:30 |
 | Ring of Health | 28 | 25.69% | 67.2 | 57.14% | +6.52% | 0.00% | +14.29% | 0.44% | 26:34 | 04:02 | 09:21 | 22:40 | 42:04 | 55:05 | 32:43 | 24:14 |
 | Heaven's Halberd | 29 | 26.61% | 65.6 | 55.17% | +3.92% | +16.26% | -26.60% | -7.79% | 20:36 | 13:00 | 17:57 | 21:09 | 23:27 | 28:41 | 05:30 | 04:04 |
 | Sange | 36 | 33.03% | 63.9 | 52.78% | +0.73% | +13.89% | -19.45% | -4.94% | 19:34 | 10:07 | 15:52 | 18:23 | 22:37 | 35:39 | 06:45 | 05:00 |
 | Aghanim's Shard | 36 | 33.03% | 62.3 | 52.78% | +0.73% | +13.89% | -30.56% | -2.49% | 36:08 | 20:34 | 26:12 | 33:38 | 44:04 | 1:13:42 | 17:52 | 13:14 |
 | Helm of Iron Will | 61 | 55.96% | 60.7 | 47.54% | -10.79% | +12.46% | -14.21% | -4.69% | 06:12 | 01:57 | 03:12 | 05:08 | 08:53 | 13:22 | 05:41 | 04:12 |
 | Armlet of Mordiggian | 58 | 53.21% | 59.0 | 46.55% | -12.27% | +20.12% | -25.12% | -15.42% | 10:38 | 06:54 | 09:03 | 10:30 | 11:59 | 16:09 | 02:56 | 02:10 |
 | Aghanim's Scepter | 19 | 17.43% | 57.4 | 57.89% | +6.78% | +22.11% | +2.11% | -2.14% | 37:00 | 24:48 | 32:11 | 34:17 | 41:31 | 51:07 | 09:20 | 06:54 |
 | Orchid Malevolence | 16 | 14.68% | 55.7 | 56.25% | +4.64% | -31.25% | +18.75% | 6.02% | 19:47 | 10:59 | 12:51 | 15:27 | 21:09 | 47:49 | 08:18 | 06:08 |
 | Aghanim's Blessing | 5 | 4.59% | 54.1 | 80.00% | +29.04% | +20.00% | -80.00% | 0.00% | 52:36 | 41:31 | 41:31 | 51:07 | 52:44 | 1:08:25 | 11:13 | 08:18 |
 | Bracer | 28 | 25.69% | 52.5 | 42.86% | -12.70% | 0.00% | -28.57% | -21.98% | 03:22 | 01:35 | 02:21 | 03:09 | 03:39 | 09:38 | 01:18 | 00:57 |
 | Overwhelming Blink | 8 | 7.34% | 50.8 | 62.50% | +11.01% | +37.50% | -12.50% | 0.00% | 46:25 | 33:46 | 34:45 | 39:54 | 54:19 | 1:06:00 | 19:34 | 14:29 |
 | Shiva's Guard | 4 | 3.67% | 49.2 | 75.00% | +23.57% | +25.00% | +25.00% | 0.00% | 36:13 | 23:34 | 23:34 | 29:31 | 39:17 | 52:29 | 15:43 | 11:38 |
 | Urn of Shadows | 4 | 3.67% | 47.5 | 75.00% | +23.57% | +25.00% | +25.00% | 0.00% | 09:36 | 06:14 | 06:14 | 08:52 | 09:40 | 13:36 | 03:26 | 02:32 |
 | Daedalus | 4 | 3.67% | 45.9 | 75.00% | +23.57% | +25.00% | +25.00% | 0.00% | 38:01 | 31:17 | 31:17 | 34:11 | 40:41 | 45:55 | 09:24 | 06:57 |
 | Bloodthorn | 4 | 3.67% | 44.3 | 75.00% | +23.57% | +25.00% | +25.00% | 0.00% | 45:00 | 40:48 | 40:48 | 45:03 | 46:15 | 47:52 | 05:27 | 04:02 |
 | Heart of Tarrasque | 2 | 1.83% | 42.6 | 100.00% | +48.60% | 0.00% | 0.00% | 0.00% | 28:49 | 25:46 | 25:46 | 31:52 | 31:52 | 31:52 | 06:06 | 04:31 |
 | Linken's Sphere | 2 | 1.83% | 41.0 | 100.00% | +48.60% | 0.00% | 0.00% | 0.00% | 30:07 | 29:02 | 29:02 | 31:12 | 31:12 | 31:12 | 02:10 | 01:36 |
 | Hood of Defiance | 7 | 6.42% | 39.3 | 57.14% | +5.18% | +42.86% | -57.14% | 0.00% | 12:11 | 08:22 | 10:46 | 11:40 | 11:59 | 16:43 | 01:13 | 00:54 |
 | Refresher Orb | 9 | 8.26% | 37.7 | 44.44% | -8.56% | +5.56% | +5.56% | 0.00% | 48:55 | 34:45 | 43:38 | 46:22 | 52:09 | 60:56 | 08:31 | 06:18 |
 | Pipe of Insight | 3 | 2.75% | 36.1 | 66.67% | +14.78% | +33.33% | 0.00% | 0.00% | 16:12 | 13:02 | 13:02 | 17:08 | 18:26 | 18:26 | 05:24 | 04:00 |
 | Spirit Vessel | 3 | 2.75% | 34.4 | 66.67% | +14.78% | +33.33% | 0.00% | 0.00% | 15:12 | 13:21 | 13:21 | 16:00 | 16:16 | 16:16 | 02:55 | 02:09 |
 | Yasha | 3 | 2.75% | 32.8 | 66.67% | +14.78% | +33.33% | 0.00% | 0.00% | 28:06 | 25:29 | 25:29 | 27:22 | 31:26 | 31:26 | 05:57 | 04:24 |
 | Headdress | 3 | 2.75% | 31.1 | 66.67% | +14.78% | +33.33% | 0.00% | 0.00% | 15:01 | 12:24 | 12:24 | 16:05 | 16:35 | 16:35 | 04:11 | 03:05 |
 | Sange and Yasha | 3 | 2.75% | 29.5 | 66.67% | +14.78% | +33.33% | 0.00% | 0.00% | 28:19 | 25:29 | 25:29 | 27:52 | 31:36 | 31:36 | 06:07 | 04:31 |
 | Wind Lace | 8 | 7.34% | 27.9 | 37.50% | -15.97% | -37.50% | -37.50% | 0.00% | 08:35 | 03:58 | 05:35 | 06:42 | 10:37 | 14:31 | 05:02 | 03:43 |
 | Vanguard | 8 | 7.34% | 26.2 | 37.50% | -15.97% | +12.50% | +12.50% | 0.00% | 25:03 | 09:13 | 10:31 | 14:04 | 41:29 | 55:05 | 30:58 | 22:56 |
 | Skull Basher | 4 | 3.67% | 24.6 | 50.00% | -2.38% | +50.00% | +50.00% | 0.00% | 41:07 | 35:50 | 35:50 | 36:29 | 37:19 | 54:48 | 01:29 | 01:05 |
 | Medallion of Courage | 4 | 3.67% | 23.0 | 50.00% | -2.38% | +50.00% | -50.00% | 0.00% | 10:53 | 09:54 | 09:54 | 10:01 | 10:27 | 13:09 | 00:33 | 00:24 |
 | Blight Stone | 4 | 3.67% | 21.3 | 50.00% | -2.38% | +50.00% | -50.00% | 0.00% | 10:01 | 07:33 | 07:33 | 09:30 | 10:27 | 12:32 | 02:54 | 02:08 |
 | Radiance | 1 | 0.92% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 00:00 | 00:00 |
 | Butterfly | 1 | 0.92% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.92% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:08 | 29:08 | 29:08 | 29:08 | 29:08 | 29:08 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 1.83% | 14.8 | 50.00% | -2.34% | -50.00% | 0.00% | 0.00% | 40:15 | 30:49 | 30:49 | 49:41 | 49:41 | 49:41 | 18:52 | 13:58 |
 | Moon Shard | 2 | 1.83% | 13.1 | 50.00% | -2.34% | +50.00% | 0.00% | 0.00% | 1:12:29 | 1:05:33 | 1:05:33 | 1:19:24 | 1:19:24 | 1:19:24 | 13:51 | 10:15 |
 | Crown | 3 | 2.75% | 11.5 | 33.33% | -19.50% | +66.67% | 0.00% | 0.00% | 11:46 | 10:20 | 10:20 | 10:28 | 14:31 | 14:31 | 04:11 | 03:05 |
 | Solar Crest | 3 | 2.75% | 9.8 | 33.33% | -19.50% | +66.67% | 0.00% | 0.00% | 13:51 | 12:50 | 12:50 | 12:53 | 15:51 | 15:51 | 03:01 | 02:14 |
 | Abyssal Blade | 3 | 2.75% | 8.2 | 33.33% | -19.50% | -33.33% | 0.00% | 0.00% | 46:20 | 41:33 | 41:33 | 42:17 | 55:09 | 55:09 | 13:36 | 10:04 |
 | Soul Ring | 4 | 3.67% | 6.6 | 25.00% | -28.33% | -25.00% | +75.00% | 0.00% | 15:54 | 07:50 | 07:50 | 17:32 | 18:58 | 19:16 | 11:08 | 08:14 |
 | Force Staff | 1 | 0.92% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.92% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:03 | 34:03 | 34:03 | 34:03 | 34:03 | 34:03 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 0.92% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:38 | 10:38 | 10:38 | 10:38 | 10:38 | 10:38 | 00:00 | 00:00 |