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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 | |
 | Overwhelming Blink | 29 | 11.51% | 100.0 | 86.21% | +44.06% | +13.79% | -0.50% | -1.38% | 42:40 | 29:30 | 34:53 | 40:43 | 45:14 | 1:15:03 | 10:21 | 07:40 |
 | Octarine Core | 111 | 44.05% | 98.6 | 64.86% | +31.53% | +6.57% | -11.29% | -2.19% | 28:53 | 10:06 | 24:58 | 28:34 | 33:08 | 60:59 | 08:10 | 06:02 |
 | Boots of Travel 2 | 29 | 11.51% | 97.2 | 72.41% | +28.46% | +27.59% | -0.98% | -3.18% | 45:16 | 29:30 | 40:11 | 43:18 | 49:10 | 60:33 | 08:59 | 06:39 |
 | Aghanim's Blessing | 13 | 5.16% | 95.8 | 84.62% | +39.43% | +15.38% | -17.95% | 0.00% | 45:58 | 36:55 | 40:12 | 46:59 | 48:20 | 55:27 | 08:08 | 06:01 |
 | Shiva's Guard | 67 | 26.59% | 94.4 | 62.69% | +21.07% | +2.02% | +19.66% | 3.13% | 32:02 | 19:55 | 28:52 | 31:46 | 34:30 | 48:17 | 05:38 | 04:10 |
 | Boots of Bearing | 12 | 4.76% | 93.1 | 83.33% | +37.91% | -50.00% | +16.67% | 0.00% | 22:42 | 14:58 | 19:23 | 22:27 | 24:22 | 30:52 | 04:59 | 03:41 |
 | Void Stone | 151 | 59.92% | 91.7 | 56.95% | +24.28% | +3.58% | -4.32% | -0.62% | 22:51 | 03:19 | 16:30 | 24:27 | 29:10 | 60:57 | 12:40 | 09:22 |
 | Refresher Orb | 36 | 14.29% | 90.3 | 66.67% | +22.69% | -11.11% | -11.11% | 0.00% | 43:32 | 32:18 | 36:31 | 42:05 | 46:54 | 1:07:15 | 10:23 | 07:41 |
 | Wind Lace | 110 | 43.65% | 88.9 | 58.18% | +19.45% | +9.68% | -10.03% | -2.31% | 08:37 | -01:29 | 04:08 | 07:44 | 12:40 | 26:14 | 08:32 | 06:19 |
 | Guardian Greaves | 59 | 23.41% | 87.5 | 61.02% | +18.01% | +25.65% | -27.69% | -12.80% | 18:18 | 12:28 | 15:40 | 18:11 | 19:50 | 34:18 | 04:10 | 03:05 |
 | Buckler | 60 | 23.81% | 86.1 | 60.00% | +16.77% | +13.33% | -13.33% | -4.94% | 16:08 | 00:09 | 12:53 | 15:41 | 18:17 | 41:27 | 05:24 | 04:00 |
 | Aghanim's Shard | 135 | 53.57% | 84.7 | 54.81% | +16.35% | -1.87% | +1.07% | 0.38% | 29:11 | 19:32 | 23:55 | 28:02 | 31:45 | 56:35 | 07:50 | 05:48 |
 | Mekansm | 62 | 24.60% | 83.3 | 58.06% | +14.38% | +23.19% | -18.06% | -11.25% | 13:44 | 08:06 | 11:43 | 13:29 | 15:23 | 22:38 | 03:40 | 02:42 |
 | Ring of Health | 169 | 67.06% | 81.9 | 52.07% | +14.72% | -6.83% | +19.36% | 7.82% | 08:25 | 00:13 | 02:31 | 03:38 | 05:52 | 1:04:12 | 03:21 | 02:28 |
 | Blink Dagger | 231 | 91.67% | 80.6 | 50.65% | +41.13% | +6.25% | -5.82% | -2.19% | 21:39 | 10:54 | 18:24 | 20:43 | 23:55 | 38:21 | 05:31 | 04:05 |
 | Boots of Travel | 73 | 28.97% | 79.2 | 56.16% | +12.58% | +4.95% | -11.72% | -1.90% | 36:02 | 15:32 | 31:12 | 35:20 | 39:58 | 55:05 | 08:46 | 06:29 |
 | Tranquil Boots | 15 | 5.95% | 77.8 | 73.33% | +27.76% | +1.67% | +26.67% | 1.56% | 13:12 | 04:02 | 05:24 | 09:11 | 21:23 | 25:00 | 15:59 | 11:50 |
 | Arcane Boots | 150 | 59.52% | 76.4 | 50.67% | +8.51% | +7.22% | -7.43% | -2.86% | 09:54 | 03:19 | 05:54 | 08:25 | 11:01 | 37:18 | 05:07 | 03:47 |
 | Headdress | 86 | 34.13% | 75.0 | 53.49% | +9.51% | +23.78% | -20.16% | -9.12% | 12:34 | 01:46 | 10:18 | 12:21 | 15:07 | 24:05 | 04:49 | 03:34 |
 | Aether Lens | 85 | 33.73% | 73.6 | 52.94% | +8.63% | +13.73% | -5.32% | -2.85% | 27:35 | 12:59 | 23:29 | 25:42 | 30:10 | 60:57 | 06:41 | 04:57 |
 | Boots of Speed | 252 | 100.00% | 72.2 | 47.22% | +47.22% | +16.27% | -9.12% | -6.57% | 04:05 | -01:29 | 02:19 | 03:32 | 06:11 | 10:00 | 03:52 | 02:51 |
 | Ring of Protection | 74 | 29.37% | 70.8 | 52.70% | +7.76% | -5.33% | -13.81% | -0.81% | 12:31 | -01:29 | 06:56 | 13:48 | 17:28 | 41:27 | 10:32 | 07:48 |
 | Black King Bar | 198 | 78.57% | 69.4 | 47.47% | +1.17% | +8.53% | +9.67% | 0.17% | 21:17 | 13:41 | 16:53 | 19:29 | 23:43 | 59:05 | 06:50 | 05:03 |
 | Chainmail | 94 | 37.30% | 68.1 | 51.06% | +6.12% | -9.39% | -11.93% | -0.41% | 10:29 | 02:17 | 06:56 | 10:44 | 13:06 | 21:45 | 06:10 | 04:34 |
 | Aghanim's Scepter | 58 | 23.02% | 66.7 | 53.45% | +8.09% | -0.12% | +10.84% | 1.24% | 38:38 | 24:46 | 34:13 | 38:27 | 43:04 | 51:05 | 08:51 | 06:33 |
 | Magic Wand | 162 | 64.29% | 65.3 | 46.30% | -2.59% | +2.48% | -3.80% | -0.84% | 04:41 | -01:30 | -01:29 | 04:19 | 08:57 | 21:19 | 10:26 | 07:43 |
 | Crown | 29 | 11.51% | 63.9 | 58.62% | +12.88% | -1.48% | +12.81% | 4.27% | 07:22 | 01:31 | 04:25 | 05:51 | 07:46 | 25:09 | 03:21 | 02:28 |
 | Quelling Blade | 155 | 61.51% | 62.5 | 45.16% | -5.36% | -9.26% | +0.99% | 0.00% | -00:58 | -01:30 | -01:29 | -01:29 | -01:29 | 20:17 | 00:00 | 00:00 |
 | Crimson Guard | 43 | 17.06% | 61.1 | 53.49% | +7.56% | +1.06% | +10.15% | 1.16% | 18:34 | 10:33 | 14:32 | 17:30 | 22:23 | 29:37 | 07:51 | 05:48 |
 | Helm of Iron Will | 43 | 17.06% | 59.7 | 53.49% | +7.56% | +10.15% | +19.24% | 0.94% | 16:40 | 08:27 | 11:18 | 15:51 | 20:56 | 29:20 | 09:38 | 07:08 |
 | Magic Stick | 134 | 53.17% | 58.3 | 45.52% | -3.63% | -4.34% | -3.10% | 0.36% | 02:24 | -01:29 | -01:29 | 01:29 | 04:54 | 16:06 | 06:23 | 04:43 |
 | Aeon Disk | 11 | 4.37% | 56.9 | 72.73% | +26.67% | +27.27% | -6.06% | 0.00% | 45:46 | 35:36 | 39:09 | 44:29 | 48:20 | 57:40 | 09:11 | 06:48 |
 | Hand of Midas | 193 | 76.59% | 55.6 | 43.52% | -15.80% | -6.02% | -14.35% | -3.22% | 11:16 | 06:11 | 09:50 | 11:05 | 12:25 | 21:29 | 02:35 | 01:54 |
 | Meteor Hammer | 26 | 10.32% | 54.2 | 57.69% | +11.67% | -0.55% | -7.69% | -4.87% | 07:39 | 04:57 | 06:37 | 07:11 | 08:05 | 12:46 | 01:28 | 01:05 |
 | Pipe of Insight | 42 | 16.67% | 52.8 | 52.38% | +6.19% | -6.93% | -2.38% | 1.05% | 18:43 | 13:16 | 15:56 | 18:02 | 20:16 | 28:32 | 04:20 | 03:12 |
 | Vanguard | 108 | 42.86% | 51.4 | 45.37% | -3.24% | +10.19% | +2.78% | -2.98% | 07:26 | 04:01 | 05:20 | 06:10 | 07:49 | 26:03 | 02:29 | 01:50 |
 | Lotus Orb | 10 | 3.97% | 50.0 | 70.00% | +23.72% | -3.33% | +30.00% | 0.00% | 27:52 | 20:59 | 21:24 | 27:38 | 35:47 | 36:37 | 14:23 | 10:39 |
 | Drum of Endurance | 17 | 6.75% | 48.6 | 58.82% | +12.44% | +16.18% | +41.18% | 5.64% | 12:52 | 07:12 | 09:29 | 11:32 | 13:55 | 28:05 | 04:26 | 03:17 |
 | Heaven's Halberd | 12 | 4.76% | 47.2 | 58.33% | +11.66% | -25.00% | +8.34% | 0.00% | 29:23 | 22:29 | 25:20 | 28:10 | 31:04 | 43:38 | 05:44 | 04:14 |
 | Wraith Band | 47 | 18.65% | 45.8 | 38.30% | -10.97% | +3.37% | +11.70% | 8.33% | 01:20 | -01:29 | -01:28 | 01:51 | 02:15 | 13:13 | 03:43 | 02:45 |
 | Sange | 13 | 5.16% | 44.4 | 53.85% | +6.99% | -20.52% | +12.82% | 0.00% | 29:34 | 22:15 | 23:37 | 29:17 | 29:31 | 48:58 | 05:54 | 04:22 |
 | Cornucopia | 8 | 3.17% | 43.1 | 62.50% | +15.78% | +37.50% | -12.50% | 0.00% | 51:18 | 40:50 | 42:01 | 48:07 | 55:42 | 1:07:00 | 13:41 | 10:08 |
 | Hood of Defiance | 4 | 1.59% | 41.7 | 75.00% | +28.23% | -75.00% | +25.00% | 0.00% | 12:50 | 09:22 | 09:22 | 10:42 | 12:17 | 18:57 | 02:55 | 02:09 |
 | Linken's Sphere | 4 | 1.59% | 40.3 | 75.00% | +28.23% | +25.00% | +25.00% | 0.00% | 37:41 | 28:30 | 28:30 | 32:08 | 39:50 | 50:15 | 11:20 | 08:23 |
 | Bottle | 7 | 2.78% | 38.9 | 57.14% | +10.20% | -7.14% | -7.14% | 0.00% | 08:03 | 01:24 | 01:28 | 01:31 | 01:57 | 26:39 | 00:29 | 00:21 |
 | Phase Boots | 29 | 11.51% | 37.5 | 34.48% | -14.40% | +8.38% | -20.19% | -13.82% | 07:15 | 04:15 | 05:27 | 06:31 | 07:31 | 14:30 | 02:04 | 01:31 |
 | Glimmer Cape | 2 | 0.79% | 36.1 | 100.00% | +53.20% | 0.00% | 0.00% | 0.00% | 31:17 | 25:17 | 25:17 | 37:16 | 37:16 | 37:16 | 11:59 | 08:52 |
 | Radiance | 3 | 1.19% | 34.7 | 66.67% | +19.68% | +33.33% | 0.00% | 0.00% | 20:39 | 13:18 | 13:18 | 14:42 | 33:58 | 33:58 | 20:40 | 15:18 |
 | Blight Stone | 3 | 1.19% | 33.3 | 66.67% | +19.68% | +33.33% | 0.00% | 0.00% | 19:32 | 16:29 | 16:29 | 19:29 | 22:39 | 22:39 | 06:10 | 04:34 |
 | Medallion of Courage | 3 | 1.19% | 31.9 | 66.67% | +19.68% | +33.33% | 0.00% | 0.00% | 19:32 | 16:29 | 16:29 | 19:29 | 22:39 | 22:39 | 06:10 | 04:34 |
 | Bracer | 11 | 4.37% | 30.6 | 36.36% | -11.36% | -36.36% | +30.31% | 0.00% | 03:01 | -01:29 | 00:59 | 03:23 | 04:23 | 09:19 | 03:24 | 02:31 |
 | Manta Style | 1 | 0.40% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:32 | 59:32 | 59:32 | 59:32 | 59:32 | 59:32 | 00:00 | 00:00 |
 | Yasha | 1 | 0.40% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:08 | 59:08 | 59:08 | 59:08 | 59:08 | 59:08 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.40% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 00:00 | 00:00 |
 | Desolator | 1 | 0.40% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 0.40% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.40% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.40% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:51 | 42:51 | 42:51 | 42:51 | 42:51 | 42:51 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.40% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:21 | 07:21 | 07:21 | 07:21 | 07:21 | 07:21 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.40% | 18.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:55 | 33:55 | 33:55 | 33:55 | 33:55 | 33:55 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.40% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:43 | 58:43 | 58:43 | 58:43 | 58:43 | 58:43 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.40% | 15.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 00:00 | 00:00 |
 | Solar Crest | 2 | 0.79% | 13.9 | 50.00% | +2.80% | +50.00% | 0.00% | 0.00% | 21:59 | 19:09 | 19:09 | 24:48 | 24:48 | 24:48 | 05:39 | 04:11 |
 | Force Staff | 4 | 1.59% | 12.5 | 25.00% | -22.58% | -25.00% | +75.00% | 0.00% | 27:21 | 22:09 | 22:09 | 24:10 | 29:05 | 34:00 | 06:56 | 05:08 |
 | Fluffy Hat | 5 | 1.98% | 11.1 | 20.00% | -27.77% | -20.00% | +80.00% | 0.00% | 24:14 | 13:20 | 13:20 | 24:10 | 29:05 | 34:00 | 15:45 | 11:40 |
 | Holy Locket | 1 | 0.40% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:32 | 18:32 | 18:32 | 18:32 | 18:32 | 18:32 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 0.79% | 8.3 | 0.00% | -47.60% | 0.00% | 0.00% | 0.00% | 18:27 | 14:15 | 14:15 | 22:38 | 22:38 | 22:38 | 08:23 | 06:12 |
 | Power Treads | 1 | 0.40% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.40% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.40% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 00:00 | 00:00 |
 | Diadem | 1 | 0.40% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:32 | 18:32 | 18:32 | 18:32 | 18:32 | 18:32 | 00:00 | 00:00 |
 | Spirit Vessel | 2 | 0.79% | 1.4 | 0.00% | -47.60% | 0.00% | 0.00% | 0.00% | 19:20 | 15:56 | 15:56 | 22:44 | 22:44 | 22:44 | 06:48 | 05:02 |