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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 | 18 | 10.00% | 100.0 | 88.89% | +48.15% | +11.11% | -13.89% | -1.49% | 45:47 | 32:41 | 35:26 | 44:29 | 52:14 | 1:15:03 | 16:48 | 12:26 |
 | Guardian Greaves | 36 | 20.00% | 98.4 | 66.67% | +26.39% | +11.11% | -11.11% | -6.06% | 17:20 | 12:28 | 14:49 | 16:19 | 18:29 | 34:18 | 03:40 | 02:42 |
 | Buckler | 36 | 20.00% | 96.7 | 66.67% | +26.39% | +11.11% | 0.00% | -2.42% | 14:54 | 00:09 | 12:17 | 14:12 | 16:52 | 34:01 | 04:35 | 03:23 |
 | Shiva's Guard | 51 | 28.33% | 95.1 | 62.75% | +23.99% | -1.21% | +21.87% | 4.10% | 31:59 | 22:10 | 28:52 | 31:21 | 34:30 | 48:17 | 05:38 | 04:10 |
 | Octarine Core | 79 | 43.89% | 93.4 | 58.23% | +22.59% | +6.77% | -13.23% | -2.39% | 30:52 | 14:04 | 26:40 | 29:52 | 35:03 | 60:59 | 08:23 | 06:12 |
 | Boots of Bearing | 11 | 6.11% | 91.8 | 81.82% | +38.62% | -48.49% | +18.18% | 0.00% | 23:24 | 17:24 | 21:16 | 22:47 | 24:22 | 30:52 | 03:06 | 02:17 |
 | Mekansm | 38 | 21.11% | 90.2 | 63.16% | +22.31% | +6.84% | -18.72% | -8.57% | 13:07 | 08:06 | 11:34 | 13:23 | 14:33 | 19:12 | 02:59 | 02:12 |
 | Refresher Orb | 29 | 16.11% | 88.5 | 65.52% | +23.80% | -8.38% | +5.91% | 1.96% | 41:26 | 32:18 | 36:08 | 39:35 | 43:25 | 1:04:15 | 07:17 | 05:23 |
 | Wind Lace | 73 | 40.56% | 86.9 | 56.16% | +17.84% | +4.95% | -6.16% | -1.58% | 07:41 | -01:29 | 03:59 | 06:48 | 11:00 | 26:11 | 07:01 | 05:11 |
 | Headdress | 42 | 23.33% | 85.2 | 59.52% | +18.22% | +13.21% | -19.52% | -6.96% | 10:46 | 01:46 | 09:16 | 10:56 | 13:58 | 19:12 | 04:42 | 03:28 |
 | Ring of Health | 98 | 54.44% | 83.6 | 53.06% | +16.47% | -17.06% | +21.94% | 4.20% | 11:46 | 01:31 | 03:00 | 04:39 | 12:17 | 1:04:12 | 09:17 | 06:52 |
 | Aghanim's Shard | 110 | 61.11% | 82.0 | 51.82% | +16.11% | +1.75% | +0.03% | -0.24% | 28:22 | 19:57 | 23:43 | 27:23 | 30:54 | 56:35 | 07:11 | 05:19 |
 | Aether Lens | 85 | 47.22% | 80.3 | 52.94% | +13.99% | +13.73% | -5.32% | -2.85% | 27:35 | 12:59 | 23:29 | 25:42 | 30:10 | 60:57 | 06:41 | 04:57 |
 | Ring of Protection | 46 | 25.56% | 78.7 | 56.52% | +14.73% | -6.52% | +7.12% | 0.99% | 09:48 | -01:29 | -01:28 | 12:24 | 15:13 | 34:01 | 16:41 | 12:21 |
 | Tranquil Boots | 14 | 7.78% | 77.0 | 71.43% | +28.06% | +3.57% | +28.57% | 0.00% | 13:48 | 04:02 | 06:12 | 09:11 | 21:29 | 25:00 | 15:17 | 11:19 |
 | Void Stone | 116 | 64.44% | 75.4 | 50.00% | +12.50% | +5.17% | -1.72% | -0.47% | 22:54 | 03:19 | 14:49 | 24:30 | 29:34 | 60:57 | 14:45 | 10:55 |
 | Boots of Travel | 53 | 29.44% | 73.8 | 54.72% | +12.99% | -0.87% | -8.57% | -1.00% | 36:34 | 15:32 | 32:18 | 35:26 | 39:58 | 55:05 | 07:40 | 05:40 |
 | Blink Dagger | 169 | 93.89% | 72.1 | 47.34% | +29.16% | +7.42% | -4.48% | -2.64% | 21:08 | 10:54 | 18:21 | 20:18 | 22:51 | 38:18 | 04:30 | 03:20 |
 | Arcane Boots | 96 | 53.33% | 70.5 | 50.00% | +9.52% | +8.33% | -8.33% | -2.89% | 10:06 | 03:37 | 05:15 | 07:33 | 11:01 | 37:18 | 05:46 | 04:16 |
 | Boots of Speed | 180 | 100.00% | 68.9 | 45.56% | +45.56% | +14.44% | -7.78% | -7.98% | 03:45 | -01:29 | 02:17 | 03:10 | 05:04 | 10:00 | 02:47 | 02:03 |
 | Chainmail | 67 | 37.22% | 67.2 | 50.75% | +8.27% | -9.57% | -3.69% | 0.90% | 09:12 | 02:17 | 05:21 | 09:34 | 11:55 | 19:12 | 06:34 | 04:51 |
 | Black King Bar | 163 | 90.56% | 65.6 | 45.40% | -1.66% | +8.26% | +3.38% | -0.94% | 20:18 | 13:41 | 16:37 | 18:54 | 21:50 | 59:05 | 05:13 | 03:51 |
 | Crown | 26 | 14.44% | 63.9 | 57.69% | +14.18% | -0.55% | -7.69% | -3.27% | 05:37 | 01:31 | 04:25 | 05:25 | 06:36 | 08:53 | 02:11 | 01:37 |
 | Meteor Hammer | 26 | 14.44% | 62.3 | 57.69% | +14.18% | -0.55% | -7.69% | -4.87% | 07:39 | 04:57 | 06:37 | 07:11 | 08:05 | 12:46 | 01:28 | 01:05 |
 | Magic Stick | 98 | 54.44% | 60.7 | 44.90% | -1.44% | -0.90% | -7.40% | -2.03% | 02:38 | -01:29 | -01:29 | 01:53 | 04:41 | 16:06 | 06:10 | 04:34 |
 | Magic Wand | 112 | 62.22% | 59.0 | 43.75% | -4.78% | -0.89% | +6.25% | 1.12% | 04:25 | -01:30 | -01:29 | 03:57 | 07:50 | 21:06 | 09:19 | 06:54 |
 | Boots of Travel 2 | 14 | 7.78% | 57.4 | 64.29% | +20.31% | +35.71% | -30.96% | 0.00% | 48:30 | 36:07 | 42:39 | 45:32 | 56:47 | 60:33 | 14:08 | 10:28 |
 | Quelling Blade | 119 | 66.11% | 55.7 | 42.86% | -7.96% | +10.47% | +7.14% | 0.00% | -00:52 | -01:30 | -01:29 | -01:29 | -01:29 | 20:17 | 00:00 | 00:00 |
 | Aghanim's Blessing | 8 | 4.44% | 54.1 | 75.00% | +30.81% | +25.00% | -25.00% | 0.00% | 46:42 | 37:53 | 41:18 | 45:05 | 48:20 | 55:27 | 07:02 | 05:12 |
 | Aghanim's Scepter | 43 | 23.89% | 52.5 | 48.84% | +4.31% | +5.71% | +5.71% | 0.00% | 38:23 | 24:46 | 34:12 | 38:16 | 43:02 | 48:54 | 08:50 | 06:32 |
 | Hand of Midas | 145 | 80.56% | 50.8 | 40.00% | -28.57% | -6.67% | -12.22% | -2.08% | 11:12 | 06:11 | 09:45 | 11:05 | 12:25 | 21:29 | 02:40 | 01:58 |
 | Pipe of Insight | 13 | 7.22% | 49.2 | 61.54% | +17.23% | -28.21% | +38.46% | 0.00% | 19:12 | 13:16 | 15:09 | 18:15 | 21:50 | 28:32 | 06:41 | 04:57 |
 | Crimson Guard | 11 | 6.11% | 47.5 | 63.64% | +19.26% | +3.03% | +36.36% | 0.00% | 21:30 | 14:47 | 16:54 | 20:09 | 24:46 | 29:37 | 07:52 | 05:49 |
 | Helm of Iron Will | 11 | 6.11% | 45.9 | 63.64% | +19.26% | +3.03% | +3.03% | 0.00% | 20:32 | 13:04 | 16:35 | 18:09 | 24:01 | 29:20 | 07:26 | 05:30 |
 | Drum of Endurance | 16 | 8.89% | 44.3 | 56.25% | +11.74% | -6.25% | +43.75% | 0.00% | 13:11 | 07:12 | 10:17 | 11:32 | 13:55 | 28:05 | 03:38 | 02:41 |
 | Aeon Disk | 9 | 5.00% | 42.6 | 66.67% | +22.23% | +33.33% | -16.67% | 0.00% | 47:24 | 38:36 | 39:09 | 45:00 | 53:55 | 57:40 | 14:46 | 10:56 |
 | Wraith Band | 47 | 26.11% | 41.0 | 38.30% | -9.82% | +3.37% | +11.70% | 8.33% | 01:20 | -01:29 | -01:28 | 01:51 | 02:15 | 13:13 | 03:43 | 02:45 |
 | Vanguard | 41 | 22.78% | 39.3 | 39.02% | -8.46% | -19.02% | +40.98% | 17.22% | 08:38 | 04:23 | 05:42 | 07:05 | 09:11 | 26:03 | 03:29 | 02:34 |
 | Hood of Defiance | 4 | 2.22% | 37.7 | 75.00% | +30.11% | -75.00% | +25.00% | 0.00% | 12:50 | 09:22 | 09:22 | 10:42 | 12:17 | 18:57 | 02:55 | 02:09 |
 | Phase Boots | 28 | 15.56% | 36.1 | 35.71% | -11.66% | +7.15% | -21.42% | -14.91% | 06:59 | 04:15 | 05:27 | 06:26 | 07:22 | 13:13 | 01:55 | 01:25 |
 | Bottle | 7 | 3.89% | 34.4 | 57.14% | +12.05% | -7.14% | -7.14% | 0.00% | 08:03 | 01:24 | 01:28 | 01:31 | 01:57 | 26:39 | 00:29 | 00:21 |
 | Lotus Orb | 5 | 2.78% | 32.8 | 60.00% | +14.86% | +40.00% | +40.00% | 0.00% | 30:13 | 23:23 | 23:23 | 27:42 | 35:47 | 36:37 | 12:24 | 09:11 |
 | Linken's Sphere | 3 | 1.67% | 31.1 | 66.67% | +21.47% | +33.33% | 0.00% | 0.00% | 40:44 | 32:08 | 32:08 | 39:50 | 50:15 | 50:15 | 18:07 | 13:25 |
 | Bracer | 11 | 6.11% | 29.5 | 36.36% | -9.79% | -36.36% | +30.31% | 0.00% | 03:01 | -01:29 | 00:59 | 03:23 | 04:23 | 09:19 | 03:24 | 02:31 |
 | Arcane Blink | 1 | 0.56% | 27.9 | 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 |
 | Sange and Yasha | 1 | 0.56% | 26.2 | 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 |
 | Manta Style | 1 | 0.56% | 24.6 | 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 and Kaya | 1 | 0.56% | 23.0 | 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 |
 | Wind Waker | 1 | 0.56% | 21.3 | 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 |
 | Moon Shard | 1 | 0.56% | 19.7 | 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 |
 | Glimmer Cape | 1 | 0.56% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.56% | 16.4 | 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 |
 | Yasha | 1 | 0.56% | 14.8 | 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 |
 | Radiance | 2 | 1.11% | 13.1 | 50.00% | +4.49% | -50.00% | 0.00% | 0.00% | 24:20 | 14:42 | 14:42 | 33:58 | 33:58 | 33:58 | 19:16 | 14:16 |
 | Heaven's Halberd | 2 | 1.11% | 11.5 | 50.00% | +4.49% | -50.00% | 0.00% | 0.00% | 33:45 | 23:52 | 23:52 | 43:38 | 43:38 | 43:38 | 19:46 | 14:38 |
 | Sange | 2 | 1.11% | 9.8 | 50.00% | +4.49% | -50.00% | 0.00% | 0.00% | 31:02 | 23:09 | 23:09 | 38:55 | 38:55 | 38:55 | 15:46 | 11:40 |
 | Force Staff | 3 | 1.67% | 8.2 | 33.33% | -12.43% | -33.33% | 0.00% | 0.00% | 26:46 | 22:09 | 22:09 | 24:10 | 34:00 | 34:00 | 11:51 | 08:46 |
 | Fluffy Hat | 4 | 2.22% | 6.6 | 25.00% | -21.02% | -25.00% | +75.00% | 0.00% | 23:01 | 13:20 | 13:20 | 20:33 | 24:10 | 34:00 | 10:50 | 08:01 |
 | Shadow Blade | 1 | 0.56% | 4.9 | 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 |
 | Power Treads | 1 | 0.56% | 3.3 | 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 |
 | Cornucopia | 1 | 0.56% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:07 | 48:07 | 48:07 | 48:07 | 48:07 | 48:07 | 00:00 | 00:00 |