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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 | |
 | Ring of Health | 38 | 26.21% | 100.0 | 68.42% | +31.97% | -18.42% | -12.86% | 0.35% | 35:41 | 16:15 | 27:40 | 33:58 | 43:20 | 58:47 | 15:40 | 11:36 |
 | Linken's Sphere | 15 | 10.34% | 98.4 | 80.00% | +39.23% | +20.00% | -5.00% | -2.16% | 34:45 | 21:45 | 26:33 | 34:20 | 38:09 | 54:45 | 11:36 | 08:35 |
 | Refresher Orb | 29 | 20.00% | 96.9 | 68.97% | +30.18% | +16.74% | -11.83% | -2.42% | 41:00 | 27:59 | 34:01 | 38:55 | 45:48 | 1:03:22 | 11:47 | 08:43 |
 | Octarine Core | 66 | 45.52% | 95.3 | 60.61% | +28.96% | -13.55% | +8.14% | 1.39% | 33:46 | 15:58 | 25:40 | 33:17 | 41:17 | 56:26 | 15:37 | 11:34 |
 | Boots of Travel | 48 | 33.10% | 93.8 | 62.50% | +26.42% | +12.50% | -12.50% | -2.16% | 37:36 | 21:29 | 30:40 | 36:47 | 42:15 | 60:36 | 11:35 | 08:34 |
 | Aghanim's Scepter | 84 | 57.93% | 92.2 | 54.76% | +23.61% | +11.91% | -7.14% | -2.13% | 30:08 | 17:24 | 24:33 | 29:14 | 33:30 | 53:11 | 08:57 | 06:37 |
 | Boots of Travel 2 | 14 | 9.66% | 90.6 | 71.43% | +29.45% | +28.57% | -38.10% | -4.46% | 53:13 | 37:25 | 45:06 | 55:46 | 60:03 | 1:02:38 | 14:57 | 11:04 |
 | Aghanim's Shard | 118 | 81.38% | 89.1 | 48.31% | +18.68% | +8.36% | -6.93% | -5.36% | 17:39 | 15:00 | 15:04 | 16:10 | 17:55 | 1:08:12 | 02:51 | 02:06 |
 | Void Stone | 121 | 83.45% | 87.5 | 47.11% | +13.78% | -0.44% | -7.11% | -0.72% | 21:04 | 08:25 | 15:36 | 19:29 | 24:55 | 49:13 | 09:19 | 06:54 |
 | Aether Lens | 103 | 71.03% | 85.9 | 47.57% | +9.47% | +2.43% | -5.26% | -0.81% | 22:30 | 10:12 | 17:10 | 20:35 | 26:42 | 45:45 | 09:32 | 07:03 |
 | Bottle | 126 | 86.90% | 84.4 | 46.03% | +9.19% | -21.03% | +8.81% | 29.84% | 01:16 | 00:06 | 01:07 | 01:14 | 01:24 | 03:14 | 00:17 | 00:12 |
 | Boots of Speed | 145 | 100.00% | 82.8 | 44.83% | +44.83% | -0.39% | +2.39% | 2.09% | 03:38 | -01:29 | 02:48 | 03:21 | 04:08 | 09:54 | 01:20 | 00:59 |
 | Arcane Boots | 145 | 100.00% | 81.3 | 44.83% | +44.83% | -3.16% | -5.94% | -1.52% | 06:58 | 03:53 | 05:30 | 06:15 | 07:20 | 21:33 | 01:50 | 01:21 |
 | Kaya | 127 | 87.59% | 79.7 | 44.88% | +0.44% | +20.75% | -19.88% | -13.62% | 13:18 | 06:26 | 10:45 | 11:49 | 13:44 | 41:32 | 02:59 | 02:12 |
 | Magic Wand | 110 | 75.86% | 78.1 | 45.45% | +2.59% | +0.98% | -8.41% | -2.34% | 07:49 | -01:29 | 05:44 | 07:23 | 09:45 | 21:49 | 04:01 | 02:58 |
 | Aeon Disk | 16 | 11.03% | 76.6 | 62.50% | +19.86% | +37.50% | -12.50% | -5.29% | 41:51 | 22:31 | 36:19 | 39:01 | 45:46 | 1:07:01 | 09:27 | 07:00 |
 | Magic Stick | 120 | 82.76% | 75.0 | 43.33% | -8.67% | -6.66% | +13.34% | 4.44% | 03:49 | -01:29 | 01:48 | 02:19 | 06:18 | 19:34 | 04:30 | 03:20 |
 | Ethereal Blade | 50 | 34.48% | 73.4 | 48.00% | +4.84% | +13.54% | +18.67% | 0.46% | 29:06 | 14:19 | 22:44 | 25:15 | 33:50 | 58:48 | 11:06 | 08:13 |
 | Wind Lace | 53 | 36.55% | 71.9 | 45.28% | +0.71% | +16.26% | -6.82% | -2.36% | 12:26 | -01:29 | 06:19 | 10:32 | 16:06 | 49:48 | 09:47 | 07:14 |
 | Blink Dagger | 33 | 22.76% | 70.3 | 48.48% | +4.73% | +14.02% | -10.98% | -1.68% | 34:00 | 21:16 | 25:04 | 31:45 | 39:58 | 1:12:12 | 14:54 | 11:02 |
 | Sange | 49 | 33.79% | 68.8 | 44.90% | +0.11% | -3.23% | -19.90% | -3.29% | 20:21 | 12:59 | 15:43 | 18:00 | 20:47 | 40:22 | 05:04 | 03:45 |
 | Ghost Scepter | 52 | 35.86% | 67.2 | 44.23% | -0.93% | +1.92% | +1.92% | 0.00% | 26:19 | 12:27 | 19:32 | 23:17 | 31:11 | 58:27 | 11:39 | 08:37 |
 | Kaya and Sange | 50 | 34.48% | 65.6 | 44.00% | -1.26% | -5.54% | -19.00% | -2.52% | 20:29 | 13:21 | 15:46 | 18:14 | 21:07 | 40:22 | 05:21 | 03:57 |
 | Arcane Blink | 3 | 2.07% | 64.1 | 100.00% | +56.34% | 0.00% | 0.00% | 0.00% | 58:52 | 44:51 | 44:51 | 58:43 | 1:13:03 | 1:13:03 | 28:12 | 20:53 |
 | Null Talisman | 22 | 15.17% | 62.5 | 50.00% | +6.10% | -33.33% | -10.00% | 13.08% | 04:37 | 02:21 | 02:51 | 03:55 | 04:38 | 15:40 | 01:47 | 01:19 |
 | Cornucopia | 11 | 7.59% | 60.9 | 54.55% | +10.52% | +45.45% | +12.12% | -4.06% | 38:07 | 28:08 | 32:17 | 37:11 | 40:30 | 1:03:18 | 08:13 | 06:05 |
 | Black King Bar | 17 | 11.72% | 59.4 | 47.06% | +2.53% | -22.06% | -22.06% | 0.00% | 31:36 | 19:25 | 26:53 | 28:59 | 35:52 | 54:22 | 08:59 | 06:39 |
 | Diadem | 22 | 15.17% | 57.8 | 40.91% | -4.62% | -7.58% | +19.09% | 14.68% | 11:00 | 05:07 | 08:56 | 09:33 | 10:45 | 48:00 | 01:49 | 01:20 |
 | Moon Shard | 2 | 1.38% | 56.3 | 100.00% | +55.94% | 0.00% | 0.00% | 0.00% | 52:12 | 34:47 | 34:47 | 1:09:37 | 1:09:37 | 1:09:37 | 34:50 | 25:48 |
 | Dagon | 2 | 1.38% | 54.7 | 100.00% | +55.94% | 0.00% | 0.00% | 0.00% | 42:29 | 36:56 | 36:56 | 48:01 | 48:01 | 48:01 | 11:05 | 08:12 |
 | Phylactery | 21 | 14.48% | 53.1 | 38.10% | -7.87% | -18.10% | +21.90% | 17.52% | 11:09 | 08:00 | 10:03 | 11:09 | 12:20 | 14:00 | 02:17 | 01:41 |
 | Scythe of Vyse | 6 | 4.14% | 51.6 | 50.00% | +5.40% | -50.00% | -50.00% | 0.00% | 48:08 | 37:50 | 37:52 | 41:41 | 53:34 | 1:08:35 | 15:42 | 11:37 |
 | Wind Waker | 6 | 4.14% | 50.0 | 50.00% | +5.40% | 0.00% | +50.00% | 0.00% | 52:06 | 50:53 | 51:14 | 51:33 | 52:04 | 54:59 | 00:50 | 00:37 |
 | Force Staff | 10 | 6.90% | 48.4 | 40.00% | -5.19% | +26.67% | +10.00% | -1.10% | 28:01 | 20:14 | 21:41 | 25:25 | 36:47 | 39:35 | 15:06 | 11:11 |
 | Eul's Scepter of Divinity | 15 | 10.34% | 46.9 | 33.33% | -12.82% | -33.33% | -8.33% | 1.47% | 28:04 | 11:43 | 16:02 | 21:56 | 33:04 | 51:33 | 17:02 | 12:37 |
 | Bloodstone | 8 | 5.52% | 45.3 | 37.50% | -7.76% | +62.50% | -37.50% | 0.00% | 19:38 | 14:12 | 16:11 | 18:59 | 21:15 | 25:34 | 05:04 | 03:45 |
 | Fluffy Hat | 14 | 9.66% | 43.8 | 28.57% | -17.99% | -3.57% | -28.57% | -2.09% | 20:05 | 06:15 | 14:48 | 17:56 | 26:44 | 36:46 | 11:56 | 08:50 |
 | Quelling Blade | 9 | 6.21% | 42.2 | 33.33% | -12.26% | -33.33% | +66.67% | 10.07% | 14:52 | -01:29 | 07:32 | 15:20 | 17:28 | 33:39 | 09:56 | 07:21 |
 | Dagon (level 4) | 1 | 0.69% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:08 | 49:08 | 49:08 | 49:08 | 49:08 | 49:08 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.69% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:12 | 50:12 | 50:12 | 50:12 | 50:12 | 50:12 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.69% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:08 | 48:08 | 48:08 | 48:08 | 48:08 | 48:08 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.69% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:05 | 16:05 | 16:05 | 16:05 | 16:05 | 16:05 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.69% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.69% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.69% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 00:00 | 00:00 |
 | Aghanim's Blessing | 7 | 4.83% | 29.7 | 28.57% | -17.08% | -28.57% | +21.43% | 0.00% | 56:07 | 48:08 | 49:47 | 53:33 | 59:34 | 1:06:48 | 09:47 | 07:14 |
 | Overwhelming Blink | 2 | 1.38% | 28.1 | 50.00% | +5.24% | +50.00% | 0.00% | 0.00% | 54:50 | 51:22 | 51:22 | 58:18 | 58:18 | 58:18 | 06:56 | 05:08 |
 | Ring of Basilius | 2 | 1.38% | 26.6 | 50.00% | +5.24% | +50.00% | 0.00% | 0.00% | 18:09 | 12:15 | 12:15 | 24:02 | 24:02 | 24:02 | 11:47 | 08:43 |
 | Veil of Discord | 2 | 1.38% | 25.0 | 50.00% | +5.24% | +50.00% | 0.00% | 0.00% | 19:47 | 15:32 | 15:32 | 24:02 | 24:02 | 24:02 | 08:30 | 06:17 |
 | Crown | 2 | 1.38% | 23.4 | 50.00% | +5.24% | +50.00% | 0.00% | 0.00% | 17:34 | 12:16 | 12:16 | 22:52 | 22:52 | 22:52 | 10:36 | 07:51 |
 | Lotus Orb | 2 | 1.38% | 21.9 | 50.00% | +5.24% | +50.00% | 0.00% | 0.00% | 38:49 | 33:18 | 33:18 | 44:20 | 44:20 | 44:20 | 11:02 | 08:10 |
 | Shiva's Guard | 2 | 1.38% | 20.3 | 50.00% | +5.24% | +50.00% | 0.00% | 0.00% | 42:58 | 28:07 | 28:07 | 57:49 | 57:49 | 57:49 | 29:42 | 22:00 |
 | Mask of Madness | 2 | 1.38% | 18.8 | 50.00% | +5.24% | -50.00% | 0.00% | 0.00% | 21:03 | 20:02 | 20:02 | 22:04 | 22:04 | 22:04 | 02:02 | 01:30 |
 | Tranquil Boots | 3 | 2.07% | 17.2 | 33.33% | -11.74% | -33.33% | 0.00% | 0.00% | 37:23 | 18:29 | 18:29 | 45:26 | 48:13 | 48:13 | 29:44 | 22:01 |
 | Manta Style | 4 | 2.76% | 15.6 | 25.00% | -20.39% | -25.00% | -25.00% | 0.00% | 26:00 | 18:30 | 18:30 | 23:23 | 28:04 | 34:02 | 09:34 | 07:05 |
 | Yasha | 5 | 3.45% | 14.1 | 20.00% | -25.71% | -20.00% | -20.00% | 0.00% | 24:27 | 16:06 | 16:06 | 24:30 | 30:00 | 31:15 | 13:54 | 10:17 |
 | Hurricane Pike | 1 | 0.69% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.69% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Yasha and Kaya | 2 | 1.38% | 9.4 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 27:55 | 24:35 | 24:35 | 31:15 | 31:15 | 31:15 | 06:40 | 04:56 |
 | Witch Blade | 1 | 0.69% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 00:00 | 00:00 |
 | Dragon Lance | 2 | 1.38% | 6.3 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 29:03 | 23:11 | 23:11 | 34:54 | 34:54 | 34:54 | 11:43 | 08:40 |
 | Chainmail | 1 | 0.69% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 00:00 | 00:00 |
 | Revenant's Brooch | 1 | 0.69% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:58 | 45:58 | 45:58 | 45:58 | 45:58 | 45:58 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.69% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 00:00 | 00:00 |