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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 | |
 | Buckler | 31 | 10.00% | 100.0 | 87.10% | +38.35% | +12.90% | -12.10% | -3.24% | 28:16 | 12:58 | 23:19 | 28:57 | 31:02 | 40:21 | 07:43 | 05:42 |
 | Guardian Greaves | 20 | 6.45% | 98.3 | 90.00% | +40.00% | +10.00% | +10.00% | 0.00% | 32:41 | 20:31 | 28:46 | 34:31 | 35:33 | 41:41 | 06:47 | 05:01 |
 | Mekansm | 47 | 15.16% | 96.7 | 78.72% | +30.81% | -12.05% | +4.61% | 3.73% | 20:49 | 13:15 | 17:58 | 19:28 | 22:26 | 32:53 | 04:28 | 03:18 |
 | Blink Dagger | 71 | 22.90% | 95.0 | 74.65% | +28.62% | -13.54% | +3.13% | 1.99% | 29:20 | 09:08 | 24:49 | 28:04 | 33:11 | 57:04 | 08:22 | 06:11 |
 | Headdress | 55 | 17.74% | 93.3 | 76.36% | +28.91% | +2.21% | +2.21% | 0.00% | 15:17 | -01:29 | 11:55 | 14:47 | 20:04 | 32:53 | 08:09 | 06:02 |
 | Ring of Protection | 47 | 15.16% | 91.7 | 72.34% | +23.29% | -30.67% | +10.99% | 2.03% | 21:38 | -01:28 | 09:33 | 23:36 | 30:07 | 40:21 | 20:34 | 15:14 |
 | Arcane Boots | 67 | 21.61% | 90.0 | 67.16% | +18.60% | +3.43% | +21.08% | 1.48% | 17:39 | 06:04 | 11:02 | 15:13 | 22:59 | 45:36 | 11:57 | 08:51 |
 | Glimmer Cape | 74 | 23.87% | 88.3 | 62.16% | +12.58% | -14.79% | +4.51% | 2.24% | 27:58 | 15:33 | 23:01 | 26:53 | 31:39 | 47:56 | 08:38 | 06:23 |
 | Force Staff | 80 | 25.81% | 86.7 | 61.25% | +11.68% | +18.75% | -1.25% | -2.12% | 28:29 | 16:05 | 21:55 | 26:18 | 31:21 | 58:55 | 09:26 | 06:59 |
 | Solar Crest | 181 | 58.39% | 85.0 | 56.91% | +10.40% | +11.98% | -16.91% | -5.35% | 21:07 | 13:02 | 17:28 | 19:59 | 22:52 | 39:44 | 05:24 | 04:00 |
 | Wind Lace | 253 | 81.61% | 83.3 | 54.55% | +10.69% | +1.01% | -0.58% | -0.23% | 12:48 | -01:29 | 08:43 | 12:08 | 15:45 | 39:40 | 07:02 | 05:12 |
 | Crown | 189 | 60.97% | 81.7 | 55.56% | +7.63% | +4.01% | +4.01% | 0.00% | 18:00 | 09:40 | 13:30 | 16:23 | 20:04 | 39:40 | 06:34 | 04:51 |
 | Chainmail | 248 | 80.00% | 80.0 | 54.44% | +9.28% | -6.05% | -6.05% | 0.00% | 12:08 | 03:09 | 09:09 | 11:35 | 14:18 | 35:54 | 05:09 | 03:48 |
 | Boots of Speed | 309 | 99.68% | 78.3 | 52.75% | +52.75% | +4.39% | -6.00% | -2.37% | 06:51 | -01:29 | 04:30 | 06:47 | 08:53 | 22:58 | 04:23 | 03:14 |
 | Magic Stick | 293 | 94.52% | 76.7 | 52.90% | +5.84% | +1.89% | -4.95% | -0.96% | 05:02 | -01:29 | 01:12 | 03:33 | 08:20 | 27:41 | 07:08 | 05:17 |
 | Medallion of Courage | 226 | 72.90% | 75.0 | 53.54% | +3.54% | -6.17% | -8.90% | -0.53% | 12:37 | 03:41 | 09:34 | 12:05 | 14:45 | 36:13 | 05:11 | 03:50 |
 | Black King Bar | 6 | 1.94% | 73.3 | 100.00% | +48.36% | 0.00% | 0.00% | 0.00% | 30:00 | 24:57 | 27:50 | 29:21 | 31:25 | 35:53 | 03:35 | 02:39 |
 | Blight Stone | 243 | 78.39% | 71.7 | 52.67% | +0.43% | +3.07% | +3.07% | 0.00% | 02:43 | -01:30 | -01:29 | -01:29 | 04:34 | 35:59 | 06:03 | 04:28 |
 | Fluffy Hat | 113 | 36.45% | 70.0 | 55.75% | +4.99% | +8.54% | -12.89% | -1.73% | 20:24 | -01:29 | 12:39 | 18:22 | 25:02 | 57:29 | 12:23 | 09:10 |
 | Magic Wand | 220 | 70.97% | 68.3 | 52.73% | +0.51% | 0.00% | -3.64% | -0.56% | 11:22 | 01:20 | 07:39 | 10:56 | 14:09 | 32:42 | 06:30 | 04:48 |
 | Ghost Scepter | 52 | 16.77% | 66.7 | 59.62% | +8.46% | +9.61% | +9.61% | 0.00% | 30:30 | 08:02 | 25:55 | 32:17 | 35:34 | 48:25 | 09:39 | 07:08 |
 | Aghanim's Shard | 95 | 30.65% | 65.0 | 54.74% | +3.11% | -0.57% | -8.91% | -0.91% | 29:59 | 20:01 | 24:03 | 27:50 | 33:13 | 1:05:07 | 09:10 | 06:47 |
 | Tranquil Boots | 122 | 39.35% | 63.3 | 53.28% | +1.15% | +11.24% | +6.72% | -0.91% | 14:12 | 03:03 | 10:17 | 12:29 | 15:16 | 44:10 | 04:59 | 03:41 |
 | Aghanim's Scepter | 34 | 10.97% | 61.7 | 58.82% | +7.01% | +18.96% | -8.82% | -3.68% | 30:21 | 13:57 | 26:00 | 29:39 | 33:33 | 49:15 | 07:33 | 05:35 |
 | Hood of Defiance | 7 | 2.26% | 60.0 | 85.71% | +33.89% | -35.71% | +14.29% | 0.00% | 24:10 | 15:30 | 16:14 | 25:08 | 26:53 | 32:31 | 10:39 | 07:53 |
 | Ethereal Blade | 7 | 2.26% | 58.3 | 85.71% | +33.89% | +14.29% | +14.29% | 0.00% | 27:41 | 15:49 | 16:05 | 20:01 | 34:37 | 49:21 | 18:32 | 13:43 |
 | Aeon Disk | 9 | 2.90% | 56.7 | 77.78% | +25.95% | -27.78% | +22.22% | 0.00% | 43:05 | 23:15 | 37:00 | 43:31 | 48:53 | 55:19 | 11:53 | 08:48 |
 | Ring of Health | 20 | 6.45% | 55.0 | 60.00% | +7.93% | 0.00% | 0.00% | 0.00% | 28:37 | 15:16 | 21:37 | 26:29 | 34:18 | 50:55 | 12:41 | 09:23 |
 | Crystalys | 7 | 2.26% | 53.3 | 71.43% | +19.28% | -21.43% | +28.57% | 0.00% | 38:03 | 24:31 | 32:07 | 38:20 | 42:31 | 48:23 | 10:24 | 07:42 |
 | Bracer | 17 | 5.48% | 51.7 | 52.94% | +0.38% | -27.94% | +22.06% | 22.39% | 02:22 | -01:29 | 00:55 | 03:04 | 03:09 | 05:53 | 02:14 | 01:39 |
 | Void Stone | 23 | 7.42% | 50.0 | 47.83% | -5.13% | -14.50% | +2.17% | 1.12% | 29:50 | 13:49 | 21:12 | 32:24 | 36:08 | 50:55 | 14:56 | 11:03 |
 | Vladmir's Offering | 5 | 1.61% | 48.3 | 80.00% | +27.87% | +20.00% | -80.00% | 0.00% | 31:40 | 24:26 | 24:26 | 32:03 | 33:05 | 38:30 | 08:39 | 06:24 |
 | Morbid Mask | 5 | 1.61% | 46.7 | 80.00% | +27.87% | +20.00% | -80.00% | 0.00% | 30:33 | 22:12 | 22:12 | 30:53 | 31:26 | 38:30 | 09:14 | 06:50 |
 | Lotus Orb | 12 | 3.87% | 45.0 | 50.00% | -2.68% | -16.67% | -16.67% | 0.00% | 33:00 | 21:18 | 25:59 | 32:49 | 36:20 | 50:55 | 10:21 | 07:40 |
 | Bottle | 12 | 3.87% | 43.3 | 50.00% | -2.68% | -16.67% | -50.00% | -33.33% | 01:36 | 01:02 | 01:17 | 01:27 | 02:01 | 02:07 | 00:44 | 00:32 |
 | Ring of Basilius | 16 | 5.16% | 41.7 | 43.75% | -9.31% | -18.75% | +31.25% | 2.45% | 15:07 | 00:55 | 04:19 | 10:48 | 24:45 | 38:30 | 20:26 | 15:08 |
 | Monkey King Bar | 4 | 1.29% | 40.0 | 75.00% | +22.71% | +25.00% | -75.00% | 0.00% | 34:59 | 27:26 | 27:26 | 33:02 | 35:55 | 43:34 | 08:29 | 06:17 |
 | Kaya | 2 | 0.65% | 38.3 | 100.00% | +47.73% | 0.00% | 0.00% | 0.00% | 25:43 | 19:14 | 19:14 | 32:11 | 32:11 | 32:11 | 12:57 | 09:35 |
 | Heaven's Halberd | 2 | 0.65% | 36.7 | 100.00% | +47.73% | 0.00% | 0.00% | 0.00% | 36:17 | 33:25 | 33:25 | 39:08 | 39:08 | 39:08 | 05:43 | 04:14 |
 | Pipe of Insight | 2 | 0.65% | 35.0 | 100.00% | +47.73% | 0.00% | 0.00% | 0.00% | 32:28 | 30:49 | 30:49 | 34:07 | 34:07 | 34:07 | 03:18 | 02:26 |
 | Holy Locket | 2 | 0.65% | 33.3 | 100.00% | +47.73% | 0.00% | 0.00% | 0.00% | 19:34 | 16:52 | 16:52 | 22:15 | 22:15 | 22:15 | 05:23 | 03:59 |
 | Soul Ring | 11 | 3.55% | 31.7 | 45.45% | -7.39% | +21.22% | +21.22% | 0.00% | 09:40 | 05:13 | 05:35 | 09:34 | 11:38 | 17:05 | 06:03 | 04:28 |
 | Sange | 5 | 1.61% | 30.0 | 60.00% | +7.54% | +40.00% | -60.00% | 0.00% | 23:04 | 15:04 | 15:04 | 24:37 | 25:26 | 32:53 | 10:22 | 07:40 |
 | Javelin | 6 | 1.94% | 28.3 | 50.00% | -2.63% | 0.00% | -50.00% | 0.00% | 23:31 | 08:38 | 09:01 | 19:53 | 34:36 | 40:11 | 25:35 | 18:57 |
 | Eul's Scepter of Divinity | 4 | 1.29% | 26.7 | 50.00% | -2.61% | +50.00% | +50.00% | 0.00% | 22:12 | 16:32 | 16:32 | 20:20 | 25:32 | 26:25 | 09:00 | 06:40 |
 | Crimson Guard | 1 | 0.32% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:40 | 28:40 | 28:40 | 28:40 | 28:40 | 28:40 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.32% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:17 | 19:17 | 19:17 | 19:17 | 19:17 | 19:17 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.32% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:03 | 22:03 | 22:03 | 22:03 | 22:03 | 22:03 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.32% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.32% | 18.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:55 | 45:55 | 45:55 | 45:55 | 45:55 | 45:55 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.32% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:28 | 32:28 | 32:28 | 32:28 | 32:28 | 32:28 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.32% | 15.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:22 | 25:22 | 25:22 | 25:22 | 25:22 | 25:22 | 00:00 | 00:00 |
 | Quelling Blade | 5 | 1.61% | 13.3 | 40.00% | -12.79% | +60.00% | -40.00% | 0.00% | 15:10 | -01:29 | -01:29 | 12:17 | 18:33 | 47:56 | 20:02 | 14:50 |
 | Aether Lens | 2 | 0.65% | 11.7 | 50.00% | -2.60% | -50.00% | 0.00% | 0.00% | 29:49 | 27:08 | 27:08 | 32:30 | 32:30 | 32:30 | 05:22 | 03:58 |
 | Daedalus | 3 | 0.97% | 10.0 | 33.33% | -19.44% | -33.33% | 0.00% | 0.00% | 35:57 | 27:12 | 27:12 | 36:41 | 43:58 | 43:58 | 16:46 | 12:25 |
 | Urn of Shadows | 2 | 0.65% | 8.3 | 0.00% | -52.92% | 0.00% | 0.00% | 0.00% | 08:51 | 06:06 | 06:06 | 11:35 | 11:35 | 11:35 | 05:29 | 04:03 |
 | Spirit Vessel | 1 | 0.32% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:44 | 26:44 | 26:44 | 26:44 | 26:44 | 26:44 | 00:00 | 00:00 |
 | Null Talisman | 3 | 0.97% | 5.0 | 0.00% | -53.09% | 0.00% | 0.00% | 0.00% | 10:00 | 09:47 | 09:47 | 09:51 | 10:22 | 10:22 | 00:35 | 00:25 |
 | Maelstrom | 1 | 0.32% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:18 | 12:18 | 12:18 | 12:18 | 12:18 | 12:18 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.32% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 00:00 | 00:00 |