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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 | |
 | Aghanim's Shard | 20 | 68.97% | 100.0 | 50.00% | +38.89% | +30.00% | -30.00% | -7.73% | 25:48 | 16:44 | 21:11 | 25:18 | 28:57 | 39:18 | 07:46 | 05:45 |
 | Black King Bar | 18 | 62.07% | 97.2 | 50.00% | +31.82% | +30.00% | 0.00% | -5.08% | 22:09 | 14:49 | 18:27 | 21:45 | 24:21 | 33:21 | 05:54 | 04:22 |
 | Boots of Speed | 29 | 100.00% | 94.4 | 37.93% | +37.93% | +4.93% | -9.36% | -4.93% | 05:48 | 02:41 | 04:11 | 05:16 | 07:05 | 11:19 | 02:54 | 02:08 |
 | Magic Wand | 26 | 89.66% | 91.7 | 38.46% | +5.13% | -9.89% | +28.21% | 8.11% | 06:14 | -01:29 | 04:05 | 06:13 | 08:47 | 15:24 | 04:42 | 03:28 |
 | Magic Stick | 27 | 93.10% | 88.9 | 37.04% | -12.96% | -22.75% | +5.82% | 8.12% | 02:12 | -01:29 | -01:29 | 01:36 | 05:00 | 11:40 | 06:29 | 04:48 |
 | Void Stone | 10 | 34.48% | 86.1 | 50.00% | +18.42% | +16.67% | 0.00% | -4.27% | 15:10 | 07:31 | 11:35 | 14:52 | 15:29 | 28:21 | 03:54 | 02:53 |
 | Ring of Health | 10 | 34.48% | 83.3 | 50.00% | +18.42% | -16.67% | 0.00% | 8.07% | 13:52 | 07:47 | 09:35 | 09:46 | 11:39 | 36:33 | 02:04 | 01:31 |
 | Null Talisman | 17 | 58.62% | 80.6 | 41.18% | +7.85% | -16.18% | +8.82% | 8.15% | 04:03 | 01:37 | 02:10 | 03:15 | 05:14 | 10:59 | 03:04 | 02:16 |
 | Hood of Defiance | 8 | 27.59% | 77.8 | 50.00% | +16.67% | 0.00% | 0.00% | 0.00% | 10:28 | 08:47 | 09:41 | 09:50 | 11:31 | 12:18 | 01:50 | 01:21 |
 | Eul's Scepter of Divinity | 8 | 27.59% | 75.0 | 50.00% | +16.67% | 0.00% | 0.00% | 0.00% | 16:35 | 11:15 | 14:56 | 15:16 | 15:37 | 28:38 | 00:41 | 00:30 |
 | Blink Dagger | 8 | 27.59% | 72.2 | 50.00% | +16.67% | +50.00% | -50.00% | -11.52% | 30:35 | 18:32 | 25:54 | 28:41 | 34:35 | 42:07 | 08:41 | 06:25 |
 | Shiva's Guard | 8 | 27.59% | 69.4 | 50.00% | +16.67% | +50.00% | -50.00% | -11.34% | 33:21 | 26:19 | 27:44 | 33:14 | 36:33 | 38:11 | 08:49 | 06:31 |
 | Wind Lace | 16 | 55.17% | 66.7 | 37.50% | -0.96% | -12.50% | -12.50% | 0.00% | 12:55 | 07:10 | 09:41 | 11:11 | 13:24 | 28:19 | 03:43 | 02:45 |
 | Chainmail | 9 | 31.03% | 63.9 | 44.44% | +9.44% | -44.44% | +55.56% | 28.71% | 08:07 | 05:02 | 05:39 | 06:53 | 09:08 | 13:26 | 03:29 | 02:34 |
 | Phase Boots | 9 | 31.03% | 61.1 | 44.44% | +9.44% | -44.44% | +55.56% | 36.36% | 09:12 | 07:02 | 07:03 | 08:20 | 09:48 | 13:26 | 02:45 | 02:02 |
 | Bottle | 6 | 20.69% | 58.3 | 50.00% | +15.22% | 0.00% | +50.00% | 0.00% | 04:41 | 01:10 | 01:21 | 01:22 | 01:43 | 20:48 | 00:22 | 00:16 |
 | Arcane Boots | 3 | 10.34% | 55.6 | 66.67% | +32.05% | +33.33% | 0.00% | 0.00% | 13:27 | 12:26 | 12:26 | 13:51 | 14:05 | 14:05 | 01:39 | 01:13 |
 | Power Treads | 4 | 13.79% | 52.8 | 50.00% | +14.00% | -50.00% | -50.00% | 0.00% | 06:19 | 06:02 | 06:02 | 06:08 | 06:17 | 06:48 | 00:15 | 00:11 |
 | Headdress | 4 | 13.79% | 50.0 | 50.00% | +14.00% | -50.00% | +50.00% | 0.00% | 19:41 | 13:49 | 13:49 | 14:15 | 17:40 | 33:00 | 03:51 | 02:51 |
 | Linken's Sphere | 1 | 3.45% | 47.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 3.45% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:32 | 41:32 | 41:32 | 41:32 | 41:32 | 41:32 | 00:00 | 00:00 |
 | Bracer | 6 | 20.69% | 41.7 | 33.33% | -5.80% | +16.67% | -33.33% | 0.00% | 04:16 | -00:41 | 02:21 | 02:42 | 03:52 | 14:19 | 01:31 | 01:07 |
 | Urn of Shadows | 7 | 24.14% | 38.9 | 28.57% | -12.34% | -28.57% | +21.43% | 45.45% | 03:28 | 02:12 | 02:27 | 03:28 | 03:33 | 04:52 | 01:06 | 00:48 |
 | Ring of Protection | 7 | 24.14% | 36.1 | 28.57% | -12.34% | -28.57% | +21.43% | 50.00% | 01:12 | -01:29 | -01:29 | 02:13 | 02:23 | 02:34 | 03:52 | 02:51 |
 | Lotus Orb | 2 | 6.90% | 33.3 | 50.00% | +12.96% | +50.00% | 0.00% | 0.00% | 21:26 | 17:15 | 17:15 | 25:36 | 25:36 | 25:36 | 08:21 | 06:11 |
 | Ghost Scepter | 2 | 6.90% | 30.6 | 50.00% | +12.96% | +50.00% | 0.00% | 0.00% | 24:45 | 22:43 | 22:43 | 26:46 | 26:46 | 26:46 | 04:03 | 03:00 |
 | Tranquil Boots | 3 | 10.34% | 27.8 | 33.33% | -5.13% | +66.67% | 0.00% | 0.00% | 11:08 | 08:12 | 08:12 | 10:39 | 14:34 | 14:34 | 06:22 | 04:42 |
 | Aeon Disk | 3 | 10.34% | 25.0 | 33.33% | -5.13% | -33.33% | 0.00% | 0.00% | 33:00 | 26:53 | 26:53 | 27:40 | 44:26 | 44:26 | 17:33 | 13:00 |
 | Holy Locket | 3 | 10.34% | 22.2 | 33.33% | -5.13% | +66.67% | 0.00% | 0.00% | 20:49 | 17:24 | 17:24 | 18:48 | 26:15 | 26:15 | 08:51 | 06:33 |
 | Drum of Endurance | 3 | 10.34% | 19.4 | 33.33% | -5.13% | +66.67% | 0.00% | 0.00% | 17:46 | 16:13 | 16:13 | 17:53 | 19:13 | 19:13 | 03:00 | 02:13 |
 | Fluffy Hat | 4 | 13.79% | 16.7 | 25.00% | -15.00% | -25.00% | -25.00% | 0.00% | 09:44 | 02:47 | 02:47 | 09:27 | 09:34 | 17:07 | 06:47 | 05:01 |
 | Sange | 6 | 20.69% | 13.9 | 16.67% | -26.81% | -16.67% | -16.67% | 0.00% | 24:46 | 10:50 | 12:36 | 13:47 | 40:10 | 43:19 | 27:34 | 20:25 |
 | Glimmer Cape | 2 | 6.90% | 11.1 | 0.00% | -40.74% | 0.00% | 0.00% | 0.00% | 26:41 | 22:40 | 22:40 | 30:42 | 30:42 | 30:42 | 08:02 | 05:57 |
 | Kaya | 5 | 17.24% | 8.3 | 0.00% | -45.83% | 0.00% | 0.00% | 0.00% | 20:44 | 09:13 | 09:13 | 17:10 | 24:07 | 43:19 | 14:54 | 11:02 |
 | Spirit Vessel | 2 | 6.90% | 5.6 | 0.00% | -40.74% | 0.00% | 0.00% | 0.00% | 11:51 | 10:28 | 10:28 | 13:13 | 13:13 | 13:13 | 02:45 | 02:02 |
 | Kaya and Sange | 5 | 17.24% | 2.8 | 0.00% | -45.83% | 0.00% | 0.00% | 0.00% | 23:04 | 12:36 | 12:36 | 17:10 | 28:27 | 43:19 | 15:51 | 11:44 |