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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 | |
 | Shiva's Guard | 18 | 30.00% | 100.0 | 77.78% | +32.54% | +2.22% | +22.22% | 3.79% | 31:57 | 24:34 | 28:45 | 30:42 | 34:02 | 47:18 | 05:17 | 03:54 |
 | Kaya | 15 | 25.00% | 98.0 | 73.33% | +24.44% | +1.67% | +1.67% | 0.00% | 20:10 | 13:07 | 16:50 | 18:26 | 22:26 | 31:23 | 05:36 | 04:08 |
 | Void Stone | 33 | 55.00% | 96.0 | 63.64% | +19.20% | -1.14% | -1.14% | 0.00% | 17:49 | 08:03 | 09:40 | 12:03 | 22:38 | 54:56 | 12:58 | 09:36 |
 | Magic Wand | 56 | 93.33% | 94.0 | 57.14% | +32.14% | 0.00% | -7.14% | -1.76% | 06:15 | 00:26 | 03:52 | 06:26 | 07:56 | 13:06 | 04:04 | 03:00 |
 | Magic Stick | 57 | 95.00% | 92.0 | 56.14% | +22.81% | -13.28% | +8.15% | 3.94% | 02:42 | -01:29 | 00:07 | 01:57 | 05:33 | 11:28 | 05:26 | 04:01 |
 | Kaya and Sange | 14 | 23.33% | 90.0 | 71.43% | +21.43% | -21.43% | -4.76% | 2.67% | 21:13 | 16:08 | 17:39 | 19:40 | 23:53 | 31:50 | 06:14 | 04:37 |
 | Boots of Speed | 60 | 100.00% | 88.0 | 55.00% | +55.00% | +18.33% | -8.33% | -11.68% | 05:27 | 01:28 | 04:06 | 05:24 | 06:23 | 11:15 | 02:17 | 01:41 |
 | Ring of Health | 16 | 26.67% | 86.0 | 68.75% | +18.75% | +31.25% | -18.75% | -2.48% | 23:28 | 07:32 | 10:08 | 22:40 | 30:19 | 54:56 | 20:11 | 14:57 |
 | Black King Bar | 42 | 70.00% | 84.0 | 57.14% | +7.14% | -2.59% | +2.86% | 0.73% | 22:40 | 15:35 | 18:25 | 21:06 | 25:50 | 36:38 | 07:25 | 05:29 |
 | Null Talisman | 36 | 60.00% | 82.0 | 58.33% | +8.33% | +8.34% | -2.77% | -6.35% | 03:48 | 00:15 | 02:29 | 03:25 | 04:14 | 12:07 | 01:45 | 01:17 |
 | Wind Lace | 35 | 58.33% | 80.0 | 57.14% | +5.14% | +20.64% | -12.70% | -7.88% | 10:29 | -01:29 | 07:50 | 10:52 | 12:04 | 28:22 | 04:14 | 03:08 |
 | Eul's Scepter of Divinity | 25 | 41.67% | 78.0 | 60.00% | +8.57% | +6.67% | +23.33% | 3.18% | 15:47 | 11:19 | 12:08 | 14:43 | 17:22 | 25:49 | 05:14 | 03:52 |
 | Bottle | 26 | 43.33% | 76.0 | 57.69% | +4.75% | +13.74% | +25.64% | 11.90% | 01:37 | 01:07 | 01:18 | 01:30 | 01:49 | 03:49 | 00:31 | 00:22 |
 | Chainmail | 12 | 20.00% | 74.0 | 66.67% | +14.59% | 0.00% | -33.34% | -4.66% | 12:45 | 04:07 | 04:36 | 09:12 | 11:45 | 39:38 | 07:09 | 05:17 |
 | Fluffy Hat | 21 | 35.00% | 72.0 | 57.14% | +3.29% | +22.86% | -17.14% | -6.09% | 09:53 | 02:03 | 06:19 | 10:08 | 12:53 | 21:13 | 06:34 | 04:51 |
 | Sange | 22 | 36.67% | 70.0 | 54.55% | -0.71% | +12.12% | +5.45% | -0.80% | 20:12 | 12:11 | 15:11 | 18:29 | 23:34 | 30:55 | 08:23 | 06:12 |
 | Ring of Protection | 13 | 21.67% | 68.0 | 61.54% | +8.35% | +5.13% | +5.13% | 0.00% | 06:43 | -01:29 | -01:28 | 03:09 | 08:58 | 43:34 | 10:26 | 07:43 |
 | Crown | 3 | 5.00% | 66.0 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 15:59 | 07:32 | 07:32 | 12:04 | 28:22 | 28:22 | 20:50 | 15:25 |
 | Linken's Sphere | 3 | 5.00% | 64.0 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 29:03 | 22:55 | 22:55 | 29:11 | 35:03 | 35:03 | 12:08 | 08:59 |
 | Phase Boots | 9 | 15.00% | 62.0 | 66.67% | +13.73% | -16.67% | -16.67% | 0.00% | 12:11 | 05:04 | 05:13 | 09:12 | 12:01 | 39:53 | 06:48 | 05:02 |
 | Aeon Disk | 7 | 11.67% | 60.0 | 71.43% | +18.60% | +28.57% | -71.43% | -20.34% | 34:48 | 22:07 | 31:19 | 35:09 | 36:14 | 44:13 | 04:55 | 03:38 |
 | Falcon Blade | 7 | 11.67% | 58.0 | 71.43% | +18.60% | -21.43% | +28.57% | 16.48% | 07:20 | 04:48 | 05:08 | 07:38 | 08:10 | 10:08 | 03:02 | 02:14 |
 | Blink Dagger | 15 | 25.00% | 56.0 | 53.33% | -2.23% | +21.67% | -28.33% | -6.20% | 28:50 | 21:33 | 22:45 | 25:50 | 30:49 | 47:28 | 08:04 | 05:58 |
 | Hood of Defiance | 6 | 10.00% | 54.0 | 66.67% | +12.97% | +33.33% | -66.67% | 0.00% | 10:12 | 07:32 | 09:17 | 10:25 | 10:53 | 12:40 | 01:36 | 01:11 |
 | Solar Crest | 2 | 3.33% | 52.0 | 100.00% | +46.55% | 0.00% | 0.00% | 0.00% | 21:01 | 13:39 | 13:39 | 28:22 | 28:22 | 28:22 | 14:43 | 10:54 |
 | Arcane Boots | 2 | 3.33% | 50.0 | 100.00% | +46.55% | 0.00% | 0.00% | 0.00% | 20:02 | 13:40 | 13:40 | 26:24 | 26:24 | 26:24 | 12:44 | 09:25 |
 | Spirit Vessel | 2 | 3.33% | 48.0 | 100.00% | +46.55% | 0.00% | 0.00% | 0.00% | 15:04 | 14:41 | 14:41 | 15:26 | 15:26 | 15:26 | 00:45 | 00:33 |
 | Aghanim's Shard | 11 | 18.33% | 46.0 | 45.45% | -11.69% | -12.12% | +21.22% | 3.17% | 33:34 | 21:51 | 28:18 | 32:37 | 38:49 | 48:04 | 10:31 | 07:47 |
 | Quelling Blade | 5 | 8.33% | 44.0 | 60.00% | +5.45% | +40.00% | -60.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 |
 | Tranquil Boots | 9 | 15.00% | 42.0 | 44.44% | -12.42% | +5.56% | -44.44% | -9.49% | 11:30 | 04:50 | 08:19 | 12:51 | 13:35 | 13:54 | 05:16 | 03:54 |
 | Soul Ring | 6 | 10.00% | 40.0 | 50.00% | -5.56% | 0.00% | -50.00% | 0.00% | 07:32 | 03:33 | 04:42 | 08:16 | 09:37 | 09:44 | 04:55 | 03:38 |
 | Lotus Orb | 6 | 10.00% | 38.0 | 50.00% | -5.56% | +50.00% | -50.00% | 0.00% | 30:31 | 23:55 | 27:38 | 29:57 | 31:51 | 39:03 | 04:13 | 03:07 |
 | Medallion of Courage | 3 | 5.00% | 36.0 | 66.67% | +12.28% | +33.33% | 0.00% | 0.00% | 16:14 | 04:41 | 04:41 | 15:40 | 28:22 | 28:22 | 23:41 | 17:32 |
 | Blight Stone | 3 | 5.00% | 34.0 | 66.67% | +12.28% | +33.33% | 0.00% | 0.00% | 16:14 | 04:41 | 04:41 | 15:40 | 28:22 | 28:22 | 23:41 | 17:32 |
 | Urn of Shadows | 4 | 6.67% | 32.0 | 50.00% | -5.36% | +50.00% | +50.00% | 0.00% | 04:01 | 03:30 | 03:30 | 03:39 | 04:12 | 04:41 | 00:42 | 00:31 |
 | Overwhelming Blink | 1 | 1.67% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.67% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:28 | 35:28 | 35:28 | 35:28 | 35:28 | 35:28 | 00:00 | 00:00 |
 | Buckler | 1 | 1.67% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:34 | 43:34 | 43:34 | 43:34 | 43:34 | 43:34 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.67% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:59 | 43:59 | 43:59 | 43:59 | 43:59 | 43:59 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 1.67% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:54 | 10:54 | 10:54 | 10:54 | 10:54 | 10:54 | 00:00 | 00:00 |
 | Bloodstone | 1 | 1.67% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:04 | 28:04 | 28:04 | 28:04 | 28:04 | 28:04 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.67% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:01 | 21:01 | 21:01 | 21:01 | 21:01 | 21:01 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.67% | 16.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:28 | 21:28 | 21:28 | 21:28 | 21:28 | 21:28 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.67% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:52 | 55:52 | 55:52 | 55:52 | 55:52 | 55:52 | 00:00 | 00:00 |
 | Power Treads | 7 | 11.67% | 12.0 | 28.57% | -29.92% | -28.57% | +21.43% | 23.62% | 08:57 | 05:16 | 07:37 | 09:35 | 09:44 | 12:51 | 02:07 | 01:34 |
 | Scythe of Vyse | 2 | 3.33% | 10.0 | 50.00% | -5.17% | -50.00% | 0.00% | 0.00% | 40:30 | 40:07 | 40:07 | 40:52 | 40:52 | 40:52 | 00:45 | 00:33 |
 | Force Staff | 2 | 3.33% | 8.0 | 50.00% | -5.17% | -50.00% | 0.00% | 0.00% | 26:03 | 21:13 | 21:13 | 30:53 | 30:53 | 30:53 | 09:40 | 07:09 |
 | Heaven's Halberd | 4 | 6.67% | 6.0 | 25.00% | -32.14% | -25.00% | +75.00% | 0.00% | 25:47 | 21:36 | 21:36 | 21:59 | 27:57 | 31:36 | 06:21 | 04:42 |
 | Glimmer Cape | 2 | 3.33% | 4.0 | 0.00% | -56.90% | 0.00% | 0.00% | 0.00% | 27:12 | 24:38 | 24:38 | 29:46 | 29:46 | 29:46 | 05:08 | 03:48 |
 | Eternal Shroud | 1 | 1.67% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:46 | 14:46 | 14:46 | 14:46 | 14:46 | 14:46 | 00:00 | 00:00 |