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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 | |
 | Fluffy Hat | 7 | 15.56% | 100.0 | 71.43% | +42.48% | -21.43% | +28.57% | 0.00% | 24:43 | 14:50 | 19:04 | 24:31 | 27:35 | 33:49 | 08:31 | 06:18 |
 | Force Staff | 7 | 15.56% | 97.7 | 71.43% | +42.48% | -21.43% | +28.57% | 0.00% | 25:36 | 18:54 | 20:05 | 25:32 | 27:35 | 33:49 | 07:30 | 05:33 |
 | Scythe of Vyse | 20 | 44.44% | 95.3 | 50.00% | +26.00% | +30.00% | -10.00% | -8.28% | 35:06 | 25:59 | 31:22 | 33:46 | 36:12 | 51:24 | 04:50 | 03:34 |
 | Void Stone | 33 | 73.33% | 93.0 | 42.42% | +25.75% | +7.58% | -4.92% | -0.52% | 17:06 | 04:36 | 05:58 | 08:46 | 30:09 | 39:46 | 24:11 | 17:54 |
 | Magic Wand | 30 | 66.67% | 90.7 | 43.33% | +23.33% | -5.83% | -14.76% | -0.96% | 09:05 | -01:29 | 03:29 | 09:21 | 12:45 | 23:12 | 09:16 | 06:51 |
 | Magic Stick | 37 | 82.22% | 88.4 | 37.84% | +12.84% | -15.62% | -4.51% | 1.51% | 05:47 | 00:01 | 01:36 | 02:52 | 08:57 | 16:37 | 07:21 | 05:26 |
 | Blink Dagger | 27 | 60.00% | 86.0 | 40.74% | +12.96% | +2.12% | +16.40% | 1.37% | 27:28 | 16:21 | 21:51 | 26:02 | 32:15 | 49:06 | 10:24 | 07:42 |
 | Aghanim's Shard | 24 | 53.33% | 83.7 | 41.67% | +13.10% | +8.33% | +8.33% | 0.00% | 31:49 | 21:57 | 28:15 | 32:23 | 34:21 | 41:40 | 06:06 | 04:31 |
 | Boots of Speed | 45 | 100.00% | 81.4 | 35.56% | +35.56% | +9.89% | -8.29% | -4.60% | 06:54 | -01:29 | 05:04 | 07:24 | 09:01 | 11:09 | 03:57 | 02:55 |
 | Null Talisman | 18 | 40.00% | 79.1 | 44.44% | +14.81% | -4.44% | +5.56% | 10.00% | 02:45 | -00:07 | 01:47 | 02:06 | 02:45 | 08:02 | 00:58 | 00:42 |
 | Boots of Travel | 32 | 71.11% | 76.7 | 37.50% | +6.73% | -12.50% | -12.50% | 0.00% | 34:07 | 13:06 | 26:15 | 36:15 | 40:23 | 47:39 | 14:08 | 10:28 |
 | Urn of Shadows | 19 | 42.22% | 74.4 | 42.11% | +11.34% | -2.11% | -2.11% | 0.00% | 08:24 | 04:28 | 05:09 | 07:05 | 10:31 | 13:35 | 05:22 | 03:58 |
 | Ring of Protection | 19 | 42.22% | 72.1 | 42.11% | +11.34% | -2.11% | -2.11% | 0.00% | 07:21 | 01:09 | 04:10 | 05:50 | 10:31 | 13:06 | 06:21 | 04:42 |
 | Aether Lens | 2 | 4.44% | 69.8 | 100.00% | +67.44% | 0.00% | 0.00% | 0.00% | 43:25 | 38:18 | 38:18 | 48:32 | 48:32 | 48:32 | 10:14 | 07:34 |
 | Refresher Orb | 2 | 4.44% | 67.4 | 100.00% | +67.44% | 0.00% | 0.00% | 0.00% | 34:54 | 33:46 | 33:46 | 36:02 | 36:02 | 36:02 | 02:16 | 01:40 |
 | Wind Lace | 7 | 15.56% | 65.1 | 57.14% | +25.56% | -7.14% | -57.14% | 0.00% | 10:47 | 05:44 | 08:03 | 10:29 | 12:56 | 14:33 | 04:53 | 03:37 |
 | Black King Bar | 35 | 77.78% | 62.8 | 34.29% | -5.71% | +21.27% | +10.15% | -1.69% | 24:25 | 16:52 | 20:26 | 24:57 | 27:01 | 34:32 | 06:35 | 04:52 |
 | Hand of Midas | 32 | 71.11% | 60.5 | 34.38% | -4.08% | +15.62% | +3.12% | -1.67% | 13:00 | 06:46 | 08:34 | 13:50 | 16:02 | 23:20 | 07:28 | 05:31 |
 | Ring of Health | 27 | 60.00% | 58.1 | 33.33% | -5.56% | +23.81% | -4.76% | -1.30% | 12:50 | 02:14 | 03:06 | 04:34 | 25:07 | 37:24 | 22:01 | 16:18 |
 | Crown | 19 | 42.22% | 55.8 | 36.84% | +2.22% | +3.16% | +23.16% | 6.56% | 02:08 | -01:29 | -01:29 | 01:35 | 04:32 | 15:39 | 06:01 | 04:27 |
 | Meteor Hammer | 19 | 42.22% | 53.5 | 36.84% | +2.22% | +3.16% | +3.16% | 0.00% | 08:03 | 05:49 | 06:51 | 07:40 | 08:46 | 16:43 | 01:55 | 01:25 |
 | Spirit Vessel | 12 | 26.67% | 51.2 | 41.67% | +8.34% | -8.34% | -8.34% | 0.00% | 15:01 | 11:42 | 12:58 | 14:10 | 15:54 | 21:11 | 02:56 | 02:10 |
 | Hurricane Pike | 3 | 6.67% | 48.8 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 34:38 | 29:11 | 29:11 | 30:56 | 43:48 | 43:48 | 14:37 | 10:49 |
 | Dragon Lance | 3 | 6.67% | 46.5 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 33:52 | 28:46 | 28:46 | 30:07 | 42:43 | 42:43 | 13:57 | 10:20 |
 | Octarine Core | 3 | 6.67% | 44.2 | 66.67% | +33.34% | -66.67% | 0.00% | 0.00% | 37:32 | 25:36 | 25:36 | 38:26 | 48:34 | 48:34 | 22:58 | 17:00 |
 | Witch Blade | 8 | 17.78% | 41.9 | 37.50% | +2.36% | -37.50% | +12.50% | 27.27% | 14:21 | 09:07 | 12:57 | 13:09 | 14:47 | 22:17 | 01:50 | 01:21 |
 | Drum of Endurance | 4 | 8.89% | 39.5 | 50.00% | +15.85% | -50.00% | -50.00% | 0.00% | 10:49 | 08:01 | 08:01 | 08:49 | 10:44 | 15:42 | 02:43 | 02:00 |
 | Linken's Sphere | 9 | 20.00% | 37.2 | 33.33% | -2.78% | +16.67% | +16.67% | 0.00% | 36:52 | 17:13 | 25:11 | 37:28 | 42:18 | 57:19 | 17:07 | 12:40 |
 | Chainmail | 9 | 20.00% | 34.9 | 33.33% | -2.78% | -33.33% | +16.67% | 15.08% | 14:10 | 08:18 | 11:14 | 12:29 | 14:33 | 23:07 | 03:19 | 02:27 |
 | Orchid Malevolence | 1 | 2.22% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:42 | 15:42 | 15:42 | 15:42 | 15:42 | 15:42 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 2.22% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:18 | 56:18 | 56:18 | 56:18 | 56:18 | 56:18 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.22% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:45 | 08:45 | 08:45 | 08:45 | 08:45 | 08:45 | 00:00 | 00:00 |
 | Boots of Travel 2 | 2 | 4.44% | 25.6 | 50.00% | +15.12% | +50.00% | 0.00% | 0.00% | 57:27 | 56:18 | 56:18 | 58:36 | 58:36 | 58:36 | 02:18 | 01:42 |
 | Shiva's Guard | 2 | 4.44% | 23.3 | 50.00% | +15.12% | +50.00% | 0.00% | 0.00% | 39:51 | 36:01 | 36:01 | 43:40 | 43:40 | 43:40 | 07:39 | 05:40 |
 | Power Treads | 4 | 8.89% | 20.9 | 25.00% | -11.59% | -25.00% | -25.00% | 0.00% | 05:08 | 04:09 | 04:09 | 05:16 | 05:30 | 05:37 | 01:21 | 01:00 |
 | Solar Crest | 1 | 2.22% | 18.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.22% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:25 | 23:25 | 23:25 | 23:25 | 23:25 | 23:25 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.22% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:25 | 23:25 | 23:25 | 23:25 | 23:25 | 23:25 | 00:00 | 00:00 |
 | Sange | 1 | 2.22% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:01 | 40:01 | 40:01 | 40:01 | 40:01 | 40:01 | 00:00 | 00:00 |
 | Kaya | 1 | 2.22% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:01 | 40:01 | 40:01 | 40:01 | 40:01 | 40:01 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 4.44% | 7.0 | 0.00% | -37.21% | 0.00% | 0.00% | 0.00% | 25:03 | 19:06 | 19:06 | 31:00 | 31:00 | 31:00 | 11:54 | 08:48 |
 | Kaya and Sange | 1 | 2.22% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:01 | 40:01 | 40:01 | 40:01 | 40:01 | 40:01 | 00:00 | 00:00 |
 | Cornucopia | 1 | 2.22% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:58 | 16:58 | 16:58 | 16:58 | 16:58 | 16:58 | 00:00 | 00:00 |