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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 | |
 | Pipe of Insight | 28 | 26.92% | 100.0 | 71.43% | +28.01% | +28.57% | -28.57% | -10.39% | 19:15 | 11:58 | 15:39 | 18:47 | 21:09 | 34:19 | 05:30 | 04:04 |
 | Headdress | 35 | 33.65% | 98.3 | 68.57% | +26.54% | +20.32% | -24.13% | -7.43% | 18:10 | 11:27 | 14:52 | 16:36 | 20:51 | 34:03 | 05:59 | 04:25 |
 | Ring of Health | 89 | 85.58% | 96.6 | 55.06% | +28.39% | +8.58% | -18.70% | -3.76% | 10:02 | 02:19 | 04:35 | 08:59 | 11:50 | 47:00 | 07:15 | 05:22 |
 | Soul Ring | 76 | 73.08% | 94.9 | 55.26% | +15.97% | -13.15% | -13.15% | 0.00% | 06:01 | 02:12 | 04:27 | 06:02 | 07:22 | 11:30 | 02:55 | 02:09 |
 | Ring of Protection | 89 | 85.58% | 93.2 | 53.93% | +20.60% | -17.57% | +23.34% | 8.83% | 03:22 | -01:29 | -01:29 | 02:08 | 06:07 | 25:53 | 07:36 | 05:37 |
 | Hood of Defiance | 85 | 81.73% | 91.5 | 54.12% | +17.28% | +22.07% | -30.31% | -13.61% | 10:28 | 04:28 | 08:12 | 09:57 | 12:03 | 23:38 | 03:51 | 02:51 |
 | Morbid Mask | 37 | 35.58% | 89.8 | 59.46% | +13.19% | -26.13% | +18.32% | 2.94% | 17:21 | 02:57 | 09:49 | 14:12 | 24:56 | 42:56 | 15:07 | 11:11 |
 | Quelling Blade | 99 | 95.19% | 88.1 | 51.52% | +11.52% | -3.52% | -7.52% | 0.00% | -01:19 | -01:29 | -01:29 | -01:29 | -01:29 | 07:01 | 00:00 | 00:00 |
 | Chainmail | 95 | 91.35% | 86.4 | 51.58% | +7.14% | -9.91% | +6.75% | 3.42% | 10:21 | 02:20 | 07:22 | 09:37 | 12:14 | 29:40 | 04:52 | 03:36 |
 | Boots of Speed | 104 | 100.00% | 84.7 | 50.96% | +50.96% | +2.89% | +18.27% | 4.52% | 05:28 | 01:48 | 03:34 | 05:27 | 06:58 | 10:30 | 03:24 | 02:31 |
 | Magic Stick | 100 | 96.15% | 83.1 | 51.00% | +1.00% | +13.00% | +1.00% | -1.66% | 04:09 | -01:29 | 00:52 | 02:07 | 08:07 | 26:48 | 07:15 | 05:22 |
 | Phase Boots | 83 | 79.81% | 81.4 | 51.81% | +4.19% | -8.95% | +10.09% | 5.55% | 10:40 | 05:03 | 08:41 | 10:12 | 12:07 | 19:22 | 03:26 | 02:32 |
 | Void Stone | 24 | 23.08% | 79.7 | 62.50% | +15.00% | +20.83% | -12.50% | -2.84% | 33:23 | 19:23 | 27:42 | 31:31 | 39:27 | 48:13 | 11:45 | 08:42 |
 | Blink Dagger | 78 | 75.00% | 78.0 | 51.28% | +1.28% | +3.72% | +6.61% | 0.40% | 19:36 | 12:11 | 15:28 | 18:16 | 22:37 | 48:52 | 07:09 | 05:17 |
 | Magic Wand | 85 | 81.73% | 76.3 | 50.59% | -2.04% | -7.73% | +6.55% | 2.61% | 09:23 | 01:24 | 06:24 | 09:31 | 11:52 | 26:49 | 05:28 | 04:02 |
 | Aghanim's Scepter | 11 | 10.58% | 74.6 | 72.73% | +24.34% | -6.06% | -39.40% | 0.00% | 30:51 | 20:14 | 22:08 | 32:27 | 35:40 | 37:47 | 13:32 | 10:01 |
 | Buckler | 34 | 32.69% | 72.9 | 55.88% | +7.31% | -11.44% | -30.88% | -2.03% | 21:54 | 11:45 | 16:19 | 20:36 | 25:53 | 42:56 | 09:34 | 07:05 |
 | Sange | 24 | 23.08% | 71.2 | 58.33% | +9.58% | +25.00% | -25.00% | -5.92% | 23:45 | 11:38 | 19:29 | 21:08 | 27:56 | 42:59 | 08:27 | 06:15 |
 | Wind Lace | 45 | 43.27% | 69.5 | 51.11% | +0.26% | +30.71% | +3.44% | -4.69% | 16:28 | -01:29 | 13:59 | 17:47 | 19:48 | 31:47 | 05:49 | 04:18 |
 | Vladmir's Offering | 29 | 27.88% | 67.8 | 55.17% | +5.84% | +1.97% | -12.31% | -1.69% | 23:32 | 14:06 | 18:34 | 21:41 | 27:01 | 42:56 | 08:27 | 06:15 |
 | Heaven's Halberd | 18 | 17.31% | 66.1 | 61.11% | +12.27% | +38.89% | -11.11% | -5.75% | 28:03 | 18:47 | 23:18 | 24:54 | 32:00 | 43:30 | 08:42 | 06:26 |
 | Shiva's Guard | 12 | 11.54% | 64.4 | 66.67% | +17.76% | +33.33% | -33.34% | 0.00% | 33:48 | 25:57 | 31:28 | 34:17 | 35:45 | 39:04 | 04:17 | 03:10 |
 | Arcane Boots | 13 | 12.50% | 62.7 | 61.54% | +12.09% | +5.13% | +38.46% | 9.22% | 13:04 | 06:25 | 08:26 | 09:49 | 12:03 | 34:14 | 03:37 | 02:40 |
 | Crown | 35 | 33.65% | 61.0 | 48.57% | -3.60% | +29.21% | -4.13% | -7.97% | 19:21 | 12:50 | 16:08 | 18:16 | 20:19 | 31:47 | 04:11 | 03:05 |
 | Blight Stone | 43 | 41.35% | 59.3 | 46.51% | -7.59% | -1.06% | -10.15% | -1.67% | 16:19 | 02:18 | 12:51 | 16:43 | 18:17 | 29:41 | 05:26 | 04:01 |
 | Ring of Basilius | 33 | 31.73% | 57.6 | 48.48% | -3.63% | +1.52% | -10.98% | -1.09% | 19:32 | 01:40 | 14:18 | 18:03 | 25:49 | 42:56 | 11:31 | 08:31 |
 | Solar Crest | 34 | 32.69% | 55.9 | 47.06% | -5.80% | +19.61% | -9.56% | -5.39% | 20:47 | 15:09 | 17:31 | 19:28 | 22:56 | 32:02 | 05:25 | 04:00 |
 | Eul's Scepter of Divinity | 3 | 2.88% | 54.2 | 100.00% | +50.50% | 0.00% | 0.00% | 0.00% | 25:26 | 21:43 | 21:43 | 24:34 | 30:01 | 30:01 | 08:18 | 06:08 |
 | Satanic | 3 | 2.88% | 52.5 | 100.00% | +50.50% | 0.00% | 0.00% | 0.00% | 41:39 | 30:40 | 30:40 | 35:08 | 59:10 | 59:10 | 28:30 | 21:06 |
 | Medallion of Courage | 39 | 37.50% | 50.8 | 43.59% | -11.79% | +6.41% | -13.59% | -4.41% | 17:16 | 10:36 | 13:55 | 16:50 | 18:27 | 29:41 | 04:32 | 03:21 |
 | Bracer | 30 | 28.85% | 49.2 | 43.33% | -10.72% | -18.33% | +13.81% | 27.16% | 02:42 | -01:29 | 02:06 | 02:27 | 03:17 | 07:51 | 01:11 | 00:52 |
 | Fluffy Hat | 22 | 21.15% | 47.5 | 45.45% | -6.99% | +21.22% | -5.45% | -3.87% | 20:00 | 02:18 | 17:29 | 20:55 | 24:22 | 33:02 | 06:53 | 05:05 |
 | Mekansm | 6 | 5.77% | 45.8 | 66.67% | +16.67% | -16.67% | +33.33% | 0.00% | 18:26 | 14:25 | 15:56 | 15:57 | 22:18 | 25:16 | 06:22 | 04:42 |
 | Refresher Orb | 9 | 8.65% | 44.1 | 55.56% | +5.03% | -5.56% | -5.56% | 0.00% | 38:08 | 27:49 | 31:18 | 40:01 | 43:19 | 47:37 | 12:01 | 08:54 |
 | Force Staff | 19 | 18.27% | 42.4 | 42.11% | -10.83% | -22.11% | +17.89% | 6.11% | 24:22 | 17:23 | 20:55 | 23:00 | 27:28 | 33:03 | 06:33 | 04:51 |
 | Kaya and Sange | 2 | 1.92% | 40.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 38:34 | 29:58 | 29:58 | 47:10 | 47:10 | 47:10 | 17:12 | 12:44 |
 | Kaya | 2 | 1.92% | 39.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 38:28 | 29:58 | 29:58 | 46:57 | 46:57 | 46:57 | 16:59 | 12:34 |
 | Scythe of Vyse | 2 | 1.92% | 37.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 36:56 | 33:18 | 33:18 | 40:34 | 40:34 | 40:34 | 07:16 | 05:22 |
 | Aghanim's Shard | 7 | 6.73% | 35.6 | 57.14% | +6.62% | -7.14% | -7.14% | 0.00% | 30:28 | 24:02 | 25:22 | 28:50 | 34:18 | 38:07 | 08:56 | 06:37 |
 | Lotus Orb | 9 | 8.65% | 33.9 | 44.44% | -7.14% | +5.56% | -44.44% | 0.00% | 34:51 | 27:46 | 28:11 | 30:50 | 36:10 | 52:50 | 07:59 | 05:54 |
 | Orb of Corrosion | 3 | 2.88% | 32.2 | 66.67% | +16.17% | +33.33% | 0.00% | 0.00% | 04:13 | 03:10 | 03:10 | 04:41 | 04:49 | 04:49 | 01:39 | 01:13 |
 | Tranquil Boots | 3 | 2.88% | 30.5 | 66.67% | +16.17% | +33.33% | 0.00% | 0.00% | 10:29 | 08:07 | 08:07 | 11:11 | 12:10 | 12:10 | 04:03 | 03:00 |
 | Black King Bar | 3 | 2.88% | 28.8 | 66.67% | +16.17% | +33.33% | 0.00% | 0.00% | 35:21 | 25:16 | 25:16 | 30:59 | 49:48 | 49:48 | 24:32 | 18:10 |
 | Guardian Greaves | 3 | 2.88% | 27.1 | 66.67% | +16.17% | -66.67% | 0.00% | 0.00% | 21:38 | 19:57 | 19:57 | 20:31 | 24:27 | 24:27 | 04:30 | 03:20 |
 | Orb of Venom | 4 | 3.85% | 25.4 | 50.00% | -1.00% | +50.00% | -50.00% | 0.00% | 01:06 | -01:29 | -01:29 | 01:27 | 01:30 | 02:55 | 02:59 | 02:12 |
 | Ethereal Blade | 1 | 0.96% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:22 | 40:22 | 40:22 | 40:22 | 40:22 | 40:22 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.96% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:26 | 56:26 | 56:26 | 56:26 | 56:26 | 56:26 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.96% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:11 | 52:11 | 52:11 | 52:11 | 52:11 | 52:11 | 00:00 | 00:00 |
 | Daedalus | 1 | 0.96% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:08 | 46:08 | 46:08 | 46:08 | 46:08 | 46:08 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 0.96% | 16.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:43 | 38:43 | 38:43 | 38:43 | 38:43 | 38:43 | 00:00 | 00:00 |
 | Desolator | 1 | 0.96% | 15.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:35 | 25:35 | 25:35 | 25:35 | 25:35 | 25:35 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 0.96% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:21 | 23:21 | 23:21 | 23:21 | 23:21 | 23:21 | 00:00 | 00:00 |
 | Aeon Disk | 5 | 4.81% | 11.9 | 40.00% | -11.52% | -40.00% | -40.00% | 0.00% | 37:30 | 21:29 | 21:29 | 34:43 | 38:29 | 60:40 | 17:00 | 12:35 |
 | Ghost Scepter | 6 | 5.77% | 10.2 | 33.33% | -18.71% | +16.67% | -33.33% | 0.00% | 34:01 | 18:57 | 24:38 | 26:33 | 48:35 | 50:19 | 23:57 | 17:44 |
 | Bottle | 6 | 5.77% | 8.5 | 33.33% | -18.71% | -33.33% | -33.33% | 0.00% | 03:40 | 02:15 | 02:30 | 03:19 | 04:29 | 05:06 | 01:59 | 01:28 |
 | Crystalys | 2 | 1.92% | 6.8 | 50.00% | -0.98% | -50.00% | 0.00% | 0.00% | 43:13 | 40:38 | 40:38 | 45:48 | 45:48 | 45:48 | 05:10 | 03:49 |
 | Assault Cuirass | 2 | 1.92% | 5.1 | 50.00% | -0.98% | -50.00% | 0.00% | 0.00% | 36:32 | 35:21 | 35:21 | 37:43 | 37:43 | 37:43 | 02:22 | 01:45 |
 | Power Treads | 1 | 0.96% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:20 | 12:20 | 12:20 | 12:20 | 12:20 | 12:20 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 1.92% | 1.7 | 0.00% | -51.96% | 0.00% | 0.00% | 0.00% | 04:21 | 04:05 | 04:05 | 04:36 | 04:36 | 04:36 | 00:31 | 00:22 |