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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 | |
 | Ring of Health | 13 | 12.75% | 100.0 | 92.31% | +41.75% | +7.69% | -25.64% | -1.56% | 33:43 | 15:52 | 19:33 | 35:03 | 40:58 | 48:09 | 21:25 | 15:51 |
 | Satanic | 21 | 20.59% | 98.5 | 80.95% | +31.57% | -0.95% | -20.95% | -3.17% | 32:47 | 25:37 | 30:02 | 31:41 | 36:21 | 39:03 | 06:19 | 04:40 |
 | Ring of Protection | 26 | 25.49% | 97.0 | 69.23% | +17.91% | +16.48% | -2.56% | -1.67% | 25:19 | -01:29 | 20:16 | 24:01 | 31:40 | 45:25 | 11:24 | 08:26 |
 | Magic Stick | 88 | 86.27% | 95.5 | 59.09% | +23.38% | +9.09% | 0.00% | -6.57% | 01:39 | -01:30 | -01:29 | -01:28 | 02:52 | 19:38 | 04:21 | 03:13 |
 | Void Stone | 21 | 20.59% | 93.9 | 71.43% | +19.58% | -31.43% | +8.57% | 3.69% | 32:30 | 20:42 | 26:05 | 33:10 | 36:55 | 48:13 | 10:50 | 08:01 |
 | Magic Wand | 70 | 68.63% | 92.4 | 60.00% | +13.12% | +1.11% | +16.47% | 1.67% | 07:32 | -01:29 | 01:39 | 07:25 | 10:51 | 19:53 | 09:12 | 06:48 |
 | Buckler | 25 | 24.51% | 90.9 | 68.00% | +16.05% | -1.33% | -1.33% | 0.00% | 26:11 | -01:29 | 20:39 | 25:34 | 31:51 | 45:25 | 11:12 | 08:17 |
 | Morbid Mask | 66 | 64.71% | 89.4 | 59.09% | +9.09% | +17.38% | -15.34% | -18.01% | 09:41 | 03:19 | 06:47 | 07:26 | 08:36 | 43:10 | 01:49 | 01:20 |
 | Blink Dagger | 70 | 68.63% | 87.9 | 58.57% | +8.57% | +8.10% | -5.63% | -1.71% | 20:53 | 12:21 | 15:55 | 19:48 | 23:56 | 37:34 | 08:01 | 05:56 |
 | Swift Blink | 13 | 12.75% | 86.4 | 76.92% | +24.11% | +23.08% | -76.92% | -8.93% | 37:16 | 26:03 | 30:45 | 36:16 | 41:57 | 47:32 | 11:12 | 08:17 |
 | Boots of Speed | 102 | 100.00% | 84.8 | 55.88% | +55.88% | +1.81% | +0.12% | -0.67% | 04:49 | -01:29 | 03:13 | 04:24 | 05:44 | 11:59 | 02:31 | 01:51 |
 | Wind Lace | 23 | 22.55% | 83.3 | 65.22% | +12.06% | -15.22% | +1.45% | 3.22% | 09:55 | -01:29 | 05:20 | 07:34 | 10:31 | 36:27 | 05:11 | 03:50 |
 | Echo Sabre | 67 | 65.69% | 81.8 | 55.22% | -1.92% | +9.49% | -37.57% | -24.34% | 13:18 | 09:09 | 12:29 | 13:19 | 14:25 | 17:09 | 01:56 | 01:25 |
 | Mask of Madness | 59 | 57.84% | 80.3 | 55.93% | +0.12% | +30.74% | -35.93% | -43.01% | 09:45 | 06:06 | 09:00 | 09:44 | 10:33 | 12:15 | 01:33 | 01:08 |
 | Assault Cuirass | 16 | 15.69% | 78.8 | 68.75% | +15.26% | +31.25% | +6.25% | -3.01% | 30:58 | 24:05 | 25:43 | 28:50 | 34:02 | 45:50 | 08:19 | 06:09 |
 | Orchid Malevolence | 18 | 17.65% | 77.3 | 66.67% | +13.10% | +13.33% | +33.33% | 2.29% | 28:06 | 20:19 | 23:48 | 26:08 | 32:33 | 38:15 | 08:45 | 06:28 |
 | Black King Bar | 72 | 70.59% | 75.8 | 52.78% | -10.55% | +2.78% | -8.34% | -3.83% | 20:36 | 13:46 | 18:27 | 19:40 | 21:21 | 40:12 | 02:54 | 02:08 |
 | Quelling Blade | 72 | 70.59% | 74.2 | 52.78% | -10.55% | -2.78% | +13.89% | 0.00% | -01:26 | -01:30 | -01:29 | -01:29 | -01:29 | 00:07 | 00:00 | 00:00 |
 | Chainmail | 20 | 19.61% | 72.7 | 65.00% | +11.34% | +15.00% | -5.00% | -4.24% | 09:43 | -01:26 | 04:05 | 05:11 | 08:48 | 34:36 | 04:43 | 03:29 |
 | Arcane Boots | 4 | 3.92% | 71.2 | 100.00% | +45.92% | 0.00% | 0.00% | 0.00% | 19:54 | 10:49 | 10:49 | 22:16 | 22:59 | 23:30 | 12:10 | 09:00 |
 | Shadow Blade | 25 | 24.51% | 69.7 | 60.00% | +5.45% | +6.67% | -26.67% | -4.32% | 28:18 | 22:51 | 24:37 | 28:03 | 32:20 | 37:56 | 07:43 | 05:42 |
 | Silver Edge | 25 | 24.51% | 68.2 | 60.00% | +5.45% | +23.33% | -26.67% | -7.13% | 29:27 | 23:32 | 25:24 | 28:41 | 32:25 | 38:57 | 07:01 | 05:11 |
 | Phase Boots | 15 | 14.71% | 66.7 | 66.67% | +12.65% | +33.33% | -41.67% | -46.39% | 05:53 | 03:51 | 04:40 | 05:44 | 06:17 | 09:20 | 01:37 | 01:11 |
 | Power Treads | 61 | 59.80% | 65.2 | 50.82% | -12.59% | +2.51% | -4.15% | -5.00% | 06:32 | 04:32 | 05:10 | 05:51 | 06:30 | 29:44 | 01:20 | 00:59 |
 | Aghanim's Shard | 35 | 34.31% | 63.6 | 54.29% | -2.43% | +12.38% | -20.96% | -5.78% | 20:03 | 15:04 | 16:26 | 17:24 | 22:12 | 38:10 | 05:46 | 04:16 |
 | Vladmir's Offering | 6 | 5.88% | 62.1 | 83.33% | +29.16% | +16.67% | +16.67% | 0.00% | 29:25 | 14:38 | 26:09 | 27:16 | 37:04 | 43:10 | 10:55 | 08:05 |
 | Ring of Basilius | 6 | 5.88% | 60.6 | 83.33% | +29.16% | +16.67% | +16.67% | 0.00% | 25:31 | 12:40 | 13:10 | 20:33 | 36:35 | 43:10 | 23:25 | 17:20 |
 | Bloodthorn | 16 | 15.69% | 59.1 | 62.50% | +7.85% | -12.50% | +37.50% | 6.76% | 30:23 | 23:20 | 26:37 | 27:56 | 34:01 | 38:15 | 07:24 | 05:28 |
 | Sange | 16 | 15.69% | 57.6 | 62.50% | +7.85% | -12.50% | +37.50% | 4.12% | 20:19 | 09:40 | 13:39 | 18:00 | 25:48 | 43:24 | 12:09 | 09:00 |
 | Crystalys | 32 | 31.37% | 56.1 | 50.00% | -8.57% | +12.50% | -25.00% | -5.60% | 26:46 | 20:11 | 22:09 | 25:59 | 28:51 | 38:51 | 06:42 | 04:57 |
 | Refresher Orb | 3 | 2.94% | 54.5 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 35:38 | 33:15 | 33:15 | 33:15 | 40:25 | 40:25 | 07:10 | 05:18 |
 | Lotus Orb | 3 | 2.94% | 53.0 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 34:29 | 27:49 | 27:49 | 34:40 | 40:59 | 40:59 | 13:10 | 09:45 |
 | Overwhelming Blink | 3 | 2.94% | 51.5 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 34:23 | 33:01 | 33:01 | 33:13 | 36:54 | 36:54 | 03:53 | 02:52 |
 | Wraith Pact | 5 | 4.90% | 50.0 | 80.00% | +25.36% | +20.00% | +20.00% | 0.00% | 31:17 | 19:45 | 19:45 | 30:50 | 37:28 | 37:57 | 17:43 | 13:07 |
 | Linken's Sphere | 5 | 4.90% | 48.5 | 80.00% | +25.36% | +20.00% | +20.00% | 0.00% | 38:35 | 29:30 | 29:30 | 36:55 | 42:53 | 48:13 | 13:23 | 09:54 |
 | Fluffy Hat | 15 | 14.71% | 47.0 | 53.33% | -2.99% | -3.33% | +21.67% | 2.95% | 19:40 | 06:54 | 11:50 | 19:28 | 20:18 | 34:47 | 08:28 | 06:16 |
 | Heaven's Halberd | 10 | 9.80% | 45.5 | 60.00% | +4.57% | +6.67% | +40.00% | 3.39% | 23:56 | 13:39 | 17:30 | 21:22 | 27:20 | 43:24 | 09:50 | 07:17 |
 | Tranquil Boots | 6 | 5.88% | 43.9 | 66.67% | +11.46% | -16.67% | +33.33% | 0.00% | 19:41 | 09:22 | 13:10 | 16:35 | 22:56 | 37:33 | 09:46 | 07:14 |
 | Bracer | 9 | 8.82% | 42.4 | 55.56% | -0.35% | -5.56% | +44.44% | 50.00% | 02:52 | 01:21 | 01:28 | 01:46 | 02:19 | 10:01 | 00:51 | 00:37 |
 | Mage Slayer | 12 | 11.76% | 40.9 | 50.00% | -6.67% | +16.67% | +16.67% | 0.00% | 26:36 | 19:39 | 20:22 | 25:36 | 27:56 | 38:15 | 07:34 | 05:36 |
 | Headdress | 4 | 3.92% | 39.4 | 75.00% | +19.90% | +25.00% | +25.00% | 0.00% | 09:17 | -01:29 | -01:29 | -01:29 | 16:49 | 23:16 | 18:18 | 13:33 |
 | Drum of Endurance | 4 | 3.92% | 37.9 | 75.00% | +19.90% | -75.00% | +25.00% | 0.00% | 24:28 | 17:41 | 17:41 | 20:04 | 23:39 | 36:27 | 05:58 | 04:25 |
 | Solar Crest | 4 | 3.92% | 36.4 | 75.00% | +19.90% | +25.00% | +25.00% | 0.00% | 30:10 | 27:25 | 27:25 | 28:03 | 28:12 | 36:58 | 00:47 | 00:34 |
 | Crown | 4 | 3.92% | 34.8 | 75.00% | +19.90% | -75.00% | +25.00% | 0.00% | 27:23 | 24:27 | 24:27 | 26:15 | 27:49 | 31:00 | 03:22 | 02:29 |
 | Glimmer Cape | 2 | 1.96% | 33.3 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 34:21 | 33:03 | 33:03 | 35:38 | 35:38 | 35:38 | 02:35 | 01:54 |
 | Hood of Defiance | 2 | 1.96% | 31.8 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 17:16 | 16:10 | 16:10 | 18:22 | 18:22 | 18:22 | 02:12 | 01:37 |
 | Pipe of Insight | 2 | 1.96% | 30.3 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 24:16 | 20:41 | 20:41 | 27:51 | 27:51 | 27:51 | 07:10 | 05:18 |
 | Force Staff | 10 | 9.80% | 28.8 | 50.00% | -6.52% | -16.67% | +50.00% | 14.09% | 32:12 | 26:28 | 30:03 | 32:08 | 34:47 | 35:01 | 04:44 | 03:30 |
 | Yasha | 5 | 4.90% | 27.3 | 60.00% | +4.33% | -60.00% | +40.00% | 0.00% | 24:39 | 13:41 | 13:41 | 20:17 | 31:00 | 44:07 | 17:19 | 12:49 |
 | Medallion of Courage | 5 | 4.90% | 25.8 | 60.00% | +4.33% | +40.00% | -60.00% | 0.00% | 25:53 | 19:54 | 19:54 | 22:03 | 31:22 | 34:37 | 11:28 | 08:29 |
 | Sange and Yasha | 5 | 4.90% | 24.2 | 60.00% | +4.33% | -60.00% | +40.00% | 0.00% | 24:49 | 13:41 | 13:41 | 20:35 | 31:00 | 44:18 | 17:19 | 12:49 |
 | Blight Stone | 5 | 4.90% | 22.7 | 60.00% | +4.33% | +40.00% | -60.00% | 0.00% | 25:44 | 19:54 | 19:54 | 21:41 | 31:00 | 34:37 | 11:06 | 08:13 |
 | Wraith Band | 4 | 3.92% | 21.2 | 50.00% | -6.12% | -50.00% | -50.00% | 0.00% | 00:01 | -01:29 | -01:29 | -01:29 | 01:22 | 01:41 | 02:51 | 02:06 |
 | Skull Basher | 1 | 0.98% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 00:00 | 00:00 |
 | Butterfly | 1 | 0.98% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:43 | 43:43 | 43:43 | 43:43 | 43:43 | 43:43 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 0.98% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:23 | 45:23 | 45:23 | 45:23 | 45:23 | 45:23 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.98% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.98% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 00:00 | 00:00 |
 | Aghanim's Scepter | 3 | 2.94% | 12.1 | 33.33% | -23.24% | +66.67% | 0.00% | 0.00% | 42:16 | 29:31 | 29:31 | 35:40 | 1:01:37 | 1:01:37 | 32:06 | 23:46 |
 | Daedalus | 4 | 3.92% | 10.6 | 25.00% | -32.14% | -25.00% | -25.00% | 0.00% | 33:12 | 31:13 | 31:13 | 31:48 | 33:55 | 35:52 | 02:42 | 02:00 |
 | Moon Shard | 1 | 0.98% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:59 | 54:59 | 54:59 | 54:59 | 54:59 | 54:59 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.98% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:02 | 1:03:02 | 1:03:02 | 1:03:02 | 1:03:02 | 1:03:02 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.98% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:34 | 50:34 | 50:34 | 50:34 | 50:34 | 50:34 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.98% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:59 | 35:59 | 35:59 | 35:59 | 35:59 | 35:59 | 00:00 | 00:00 |
 | Hand of Midas | 2 | 1.96% | 3.0 | 0.00% | -57.00% | 0.00% | 0.00% | 0.00% | 10:42 | 09:25 | 09:25 | 11:59 | 11:59 | 11:59 | 02:34 | 01:54 |
 | Javelin | 1 | 0.98% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 00:00 | 00:00 |