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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 | |
 | Aether Lens | 32 | 48.48% | 100.0 | 81.25% | +40.07% | +18.75% | -6.25% | -3.36% | 31:50 | 24:14 | 28:00 | 30:24 | 35:27 | 43:57 | 07:27 | 05:31 |
 | Octarine Core | 30 | 45.45% | 98.0 | 80.00% | +35.56% | +20.00% | -37.14% | -10.82% | 34:53 | 27:07 | 32:00 | 34:42 | 37:17 | 43:02 | 05:17 | 03:54 |
 | Void Stone | 44 | 66.67% | 96.0 | 75.00% | +43.18% | +6.82% | -20.45% | -3.79% | 28:14 | 16:07 | 24:53 | 27:09 | 32:05 | 43:34 | 07:12 | 05:20 |
 | Magic Wand | 63 | 95.45% | 94.0 | 63.49% | +63.49% | +5.26% | -7.24% | -2.86% | 07:03 | 00:32 | 03:55 | 05:39 | 08:17 | 18:45 | 04:22 | 03:14 |
 | Magic Stick | 64 | 96.97% | 92.0 | 62.50% | +62.50% | -12.50% | -12.50% | 0.00% | 03:49 | -01:29 | 01:48 | 02:21 | 05:47 | 18:08 | 03:59 | 02:57 |
 | Boots of Speed | 66 | 100.00% | 90.0 | 60.61% | +60.61% | -13.55% | +1.89% | 7.72% | 05:36 | -01:29 | 04:46 | 05:32 | 06:46 | 11:56 | 02:00 | 01:28 |
 | Kaya and Sange | 46 | 69.70% | 88.0 | 63.04% | +8.04% | +28.63% | +9.69% | -3.93% | 27:04 | 20:38 | 23:43 | 26:19 | 28:32 | 52:24 | 04:49 | 03:34 |
 | Sange | 48 | 72.73% | 86.0 | 62.50% | +6.94% | +12.50% | -4.17% | -2.69% | 25:37 | 19:20 | 21:46 | 24:13 | 27:58 | 52:07 | 06:12 | 04:35 |
 | Chainmail | 63 | 95.45% | 84.0 | 60.32% | -6.35% | +14.68% | -16.57% | -7.91% | 10:34 | 03:01 | 08:48 | 11:16 | 12:45 | 15:51 | 03:57 | 02:55 |
 | Witch Blade | 63 | 95.45% | 82.0 | 60.32% | -6.35% | +2.18% | -10.32% | -5.36% | 13:07 | 09:05 | 11:52 | 12:57 | 14:12 | 16:32 | 02:20 | 01:43 |
 | Bottle | 65 | 98.48% | 80.0 | 60.00% | -40.00% | +21.25% | -10.00% | -31.25% | 01:49 | 00:41 | 01:17 | 01:28 | 01:41 | 08:19 | 00:24 | 00:17 |
 | Blink Dagger | 65 | 98.48% | 78.0 | 60.00% | -40.00% | +33.75% | -16.25% | -14.71% | 17:51 | 13:55 | 15:52 | 17:46 | 19:16 | 23:06 | 03:24 | 02:31 |
 | Power Treads | 51 | 77.27% | 76.0 | 60.78% | +0.78% | -6.93% | +8.45% | 12.47% | 08:04 | 04:38 | 06:55 | 07:36 | 08:09 | 19:00 | 01:14 | 00:54 |
 | Ring of Health | 20 | 30.30% | 74.0 | 70.00% | +13.48% | +10.00% | -30.00% | -4.40% | 30:40 | 18:11 | 22:09 | 26:49 | 31:14 | 1:05:48 | 09:05 | 06:43 |
 | Overwhelming Blink | 20 | 30.30% | 72.0 | 70.00% | +13.48% | +10.00% | -30.00% | -3.68% | 43:11 | 32:17 | 36:28 | 43:39 | 47:21 | 59:21 | 10:53 | 08:03 |
 | Kaya | 55 | 83.33% | 70.0 | 60.00% | -3.64% | +25.71% | -10.00% | -7.14% | 23:45 | 17:41 | 20:45 | 23:32 | 25:45 | 34:50 | 05:00 | 03:42 |
 | Linken's Sphere | 19 | 28.79% | 68.0 | 68.42% | +10.97% | +31.58% | -28.42% | -8.33% | 32:39 | 22:47 | 25:39 | 27:53 | 32:51 | 1:05:55 | 07:12 | 05:20 |
 | Boots of Travel | 12 | 18.18% | 66.0 | 75.00% | +17.59% | +25.00% | -41.67% | -4.32% | 36:02 | 19:38 | 23:54 | 36:30 | 39:20 | 60:33 | 15:26 | 11:25 |
 | Eul's Scepter of Divinity | 6 | 9.09% | 64.0 | 83.33% | +25.00% | +16.67% | +16.67% | 0.00% | 21:48 | 16:16 | 19:04 | 21:17 | 24:53 | 26:21 | 05:49 | 04:18 |
 | Aeon Disk | 18 | 27.27% | 62.0 | 61.11% | +0.69% | +18.89% | +13.89% | -0.45% | 36:29 | 24:42 | 30:26 | 33:06 | 41:33 | 55:02 | 11:07 | 08:14 |
 | Wind Lace | 7 | 10.61% | 60.0 | 71.43% | +12.11% | +28.57% | +28.57% | 0.00% | 17:15 | 13:47 | 13:52 | 16:37 | 18:07 | 25:14 | 04:15 | 03:08 |
 | Crown | 4 | 6.06% | 58.0 | 75.00% | +15.32% | +25.00% | +25.00% | 0.00% | 41:56 | 27:34 | 27:34 | 31:33 | 53:01 | 55:36 | 25:27 | 18:51 |
 | Fluffy Hat | 2 | 3.03% | 56.0 | 100.00% | +40.62% | 0.00% | 0.00% | 0.00% | 23:23 | 16:09 | 16:09 | 30:37 | 30:37 | 30:37 | 14:28 | 10:42 |
 | Revenant's Brooch | 2 | 3.03% | 54.0 | 100.00% | +40.62% | 0.00% | 0.00% | 0.00% | 42:55 | 35:59 | 35:59 | 49:50 | 49:50 | 49:50 | 13:51 | 10:15 |
 | Force Staff | 2 | 3.03% | 52.0 | 100.00% | +40.62% | 0.00% | 0.00% | 0.00% | 24:41 | 18:44 | 18:44 | 30:37 | 30:37 | 30:37 | 11:53 | 08:48 |
 | Refresher Orb | 2 | 3.03% | 50.0 | 100.00% | +40.62% | 0.00% | 0.00% | 0.00% | 57:02 | 51:45 | 51:45 | 1:02:19 | 1:02:19 | 1:02:19 | 10:34 | 07:49 |
 | Ghost Scepter | 2 | 3.03% | 48.0 | 100.00% | +40.62% | 0.00% | 0.00% | 0.00% | 28:38 | 24:53 | 24:53 | 32:23 | 32:23 | 32:23 | 07:30 | 05:33 |
 | Null Talisman | 9 | 13.64% | 46.0 | 44.44% | -18.72% | +5.56% | -44.44% | -15.38% | 04:59 | 02:48 | 03:18 | 04:12 | 06:33 | 09:06 | 03:15 | 02:24 |
 | Dagon | 6 | 9.09% | 44.0 | 50.00% | -11.67% | 0.00% | +50.00% | 2.22% | 38:54 | 27:34 | 30:29 | 31:33 | 53:01 | 55:36 | 22:32 | 16:41 |
 | Ethereal Blade | 3 | 4.55% | 42.0 | 66.67% | +6.35% | -66.67% | 0.00% | 0.00% | 28:39 | 25:39 | 25:39 | 26:58 | 33:19 | 33:19 | 07:40 | 05:40 |
 | Aghanim's Shard | 3 | 4.55% | 40.0 | 66.67% | +6.35% | +33.33% | 0.00% | 0.00% | 59:51 | 52:29 | 52:29 | 1:02:58 | 1:04:06 | 1:04:06 | 11:37 | 08:36 |
 | Ring of Protection | 3 | 4.55% | 38.0 | 66.67% | +6.35% | +33.33% | 0.00% | 0.00% | 05:25 | 03:21 | 03:21 | 05:15 | 07:40 | 07:40 | 04:19 | 03:11 |
 | Dagon (level 3) | 3 | 4.55% | 36.0 | 66.67% | +6.35% | +33.33% | 0.00% | 0.00% | 49:25 | 38:08 | 38:08 | 54:29 | 55:37 | 55:37 | 17:29 | 12:57 |
 | Spirit Vessel | 3 | 4.55% | 34.0 | 66.67% | +6.35% | +33.33% | 0.00% | 0.00% | 13:55 | 10:53 | 10:53 | 13:59 | 16:53 | 16:53 | 06:00 | 04:26 |
 | Urn of Shadows | 3 | 4.55% | 32.0 | 66.67% | +6.35% | +33.33% | 0.00% | 0.00% | 08:04 | 04:41 | 04:41 | 09:22 | 10:08 | 10:08 | 05:27 | 04:02 |
 | Ring of Basilius | 1 | 1.52% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 1.52% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:06 | 47:06 | 47:06 | 47:06 | 47:06 | 47:06 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.52% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:43 | 43:43 | 43:43 | 43:43 | 43:43 | 43:43 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.52% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:45 | 24:45 | 24:45 | 24:45 | 24:45 | 24:45 | 00:00 | 00:00 |
 | Lotus Orb | 2 | 3.03% | 22.0 | 50.00% | -10.94% | -50.00% | 0.00% | 0.00% | 29:02 | 28:18 | 28:18 | 29:46 | 29:46 | 29:46 | 01:28 | 01:05 |
 | Dagon (level 5) | 2 | 3.03% | 20.0 | 50.00% | -10.94% | +50.00% | 0.00% | 0.00% | 56:00 | 55:38 | 55:38 | 56:22 | 56:22 | 56:22 | 00:44 | 00:32 |
 | Dagon (level 4) | 2 | 3.03% | 18.0 | 50.00% | -10.94% | -50.00% | 0.00% | 0.00% | 55:35 | 55:32 | 55:32 | 55:37 | 55:37 | 55:37 | 00:05 | 00:03 |
 | Dagon (level 2) | 2 | 3.03% | 16.0 | 50.00% | -10.94% | -50.00% | 0.00% | 0.00% | 54:32 | 53:26 | 53:26 | 55:37 | 55:37 | 55:37 | 02:11 | 01:37 |
 | Black King Bar | 3 | 4.55% | 14.0 | 33.33% | -28.57% | -33.33% | 0.00% | 0.00% | 32:46 | 31:04 | 31:04 | 32:11 | 35:04 | 35:04 | 04:00 | 02:57 |
 | Aghanim's Scepter | 1 | 1.52% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:19 | 1:06:19 | 1:06:19 | 1:06:19 | 1:06:19 | 1:06:19 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.52% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:47 | 1:06:47 | 1:06:47 | 1:06:47 | 1:06:47 | 1:06:47 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.52% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.52% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:46 | 04:46 | 04:46 | 04:46 | 04:46 | 04:46 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 1.52% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:29 | 17:29 | 17:29 | 17:29 | 17:29 | 17:29 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.52% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:24 | 37:24 | 37:24 | 37:24 | 37:24 | 37:24 | 00:00 | 00:00 |