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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 | |
 | Bloodstone | 54 | 35.06% | 100.0 | 61.11% | +14.11% | +31.75% | -7.26% | -4.53% | 28:32 | 16:01 | 23:52 | 27:22 | 32:29 | 45:52 | 08:37 | 06:22 |
 | Sange | 59 | 38.31% | 98.2 | 59.32% | +11.95% | +7.35% | -19.32% | -2.88% | 24:59 | 12:43 | 20:10 | 23:04 | 29:26 | 41:29 | 09:16 | 06:51 |
 | Octarine Core | 5 | 3.25% | 96.4 | 100.00% | +49.66% | 0.00% | 0.00% | 0.00% | 34:58 | 28:45 | 28:45 | 33:00 | 37:23 | 42:48 | 08:38 | 06:23 |
 | Kaya and Sange | 51 | 33.12% | 94.6 | 58.82% | +10.28% | +10.41% | -12.67% | -2.95% | 26:06 | 13:17 | 21:56 | 26:29 | 29:45 | 41:30 | 07:49 | 05:47 |
 | Arcane Boots | 51 | 33.12% | 92.9 | 58.82% | +10.28% | -12.67% | +18.10% | 9.72% | 09:07 | 04:23 | 06:34 | 08:04 | 09:44 | 26:54 | 03:10 | 02:20 |
 | Boots of Speed | 154 | 100.00% | 91.1 | 51.95% | +51.95% | +4.46% | -12.48% | -9.08% | 04:29 | 00:57 | 03:33 | 04:20 | 05:25 | 08:59 | 01:52 | 01:22 |
 | Shiva's Guard | 28 | 18.18% | 89.3 | 64.29% | +15.08% | +7.14% | -7.15% | -2.65% | 33:21 | 22:43 | 30:20 | 33:00 | 35:44 | 45:21 | 05:24 | 04:00 |
 | Magic Stick | 140 | 90.91% | 87.5 | 52.14% | +2.14% | +16.43% | -12.14% | -8.79% | 04:02 | -01:29 | 02:20 | 03:19 | 05:35 | 15:21 | 03:15 | 02:24 |
 | Magic Wand | 139 | 90.26% | 85.7 | 51.80% | -1.53% | -0.37% | -11.80% | -4.13% | 06:09 | -01:29 | 04:26 | 05:40 | 07:12 | 15:38 | 02:46 | 02:02 |
 | Wind Lace | 139 | 90.26% | 83.9 | 51.80% | -1.53% | +5.34% | -3.23% | -2.48% | 09:21 | -01:29 | 06:10 | 07:30 | 09:37 | 37:11 | 03:27 | 02:33 |
 | Kaya | 118 | 76.62% | 82.1 | 52.54% | +2.54% | +14.13% | -11.16% | -2.94% | 22:47 | 09:50 | 18:20 | 21:54 | 26:56 | 44:56 | 08:36 | 06:22 |
 | Eul's Scepter of Divinity | 120 | 77.92% | 80.4 | 51.67% | -1.27% | +8.33% | -1.67% | -2.58% | 14:20 | 09:32 | 11:20 | 12:35 | 15:13 | 51:18 | 03:53 | 02:52 |
 | Null Talisman | 120 | 77.92% | 78.6 | 51.67% | -1.27% | +11.66% | -1.67% | -6.45% | 04:04 | -00:10 | 03:04 | 03:43 | 05:08 | 09:59 | 02:04 | 01:31 |
 | Bottle | 118 | 76.62% | 76.8 | 51.69% | -1.09% | +21.64% | -10.31% | -31.95% | 01:54 | 00:16 | 01:23 | 01:40 | 01:59 | 09:34 | 00:36 | 00:26 |
 | Void Stone | 125 | 81.17% | 75.0 | 51.20% | -3.97% | +0.41% | -2.81% | -0.56% | 13:08 | 05:28 | 08:48 | 11:32 | 14:33 | 51:09 | 05:45 | 04:15 |
 | Mekansm | 25 | 16.23% | 73.2 | 64.00% | +14.39% | +2.67% | -14.00% | -3.79% | 15:36 | 10:07 | 12:40 | 15:11 | 17:04 | 32:27 | 04:24 | 03:15 |
 | Aeon Disk | 14 | 9.09% | 71.4 | 71.43% | +21.43% | +3.57% | -4.76% | -0.56% | 33:15 | 19:00 | 26:09 | 31:45 | 40:58 | 45:41 | 14:49 | 10:58 |
 | Buckler | 20 | 12.99% | 69.6 | 65.00% | +15.00% | -5.00% | -5.00% | 0.00% | 19:59 | 12:14 | 17:00 | 18:57 | 21:22 | 36:30 | 04:22 | 03:14 |
 | Guardian Greaves | 20 | 12.99% | 67.9 | 65.00% | +15.00% | -5.00% | -5.00% | 0.00% | 21:32 | 13:29 | 18:11 | 19:26 | 22:54 | 36:50 | 04:43 | 03:29 |
 | Headdress | 26 | 16.88% | 66.1 | 61.54% | +11.54% | +9.89% | -11.54% | -4.69% | 13:02 | 06:21 | 10:02 | 11:55 | 14:36 | 32:27 | 04:34 | 03:22 |
 | Chainmail | 26 | 16.88% | 64.3 | 61.54% | +11.54% | -4.40% | -28.21% | -6.84% | 13:45 | 07:38 | 11:32 | 13:41 | 15:01 | 32:27 | 03:29 | 02:34 |
 | Ring of Health | 54 | 35.06% | 62.5 | 53.70% | +2.70% | -3.70% | +0.15% | 0.83% | 15:19 | 04:08 | 11:32 | 13:30 | 16:09 | 38:31 | 04:37 | 03:25 |
 | Blink Dagger | 29 | 18.83% | 60.7 | 58.62% | +8.22% | +12.81% | -30.05% | -3.54% | 31:17 | 19:37 | 24:24 | 32:00 | 36:30 | 48:48 | 12:06 | 08:57 |
 | Aether Lens | 9 | 5.84% | 58.9 | 77.78% | +27.44% | +22.22% | +22.22% | 0.00% | 31:20 | 24:36 | 27:00 | 30:31 | 33:55 | 42:47 | 06:55 | 05:07 |
 | Hood of Defiance | 51 | 33.12% | 57.1 | 52.94% | +1.48% | +0.91% | -14.48% | -3.50% | 14:33 | 06:57 | 11:34 | 13:33 | 15:58 | 31:58 | 04:24 | 03:15 |
 | Black King Bar | 69 | 44.81% | 55.4 | 49.28% | -4.84% | -2.22% | +9.54% | 1.88% | 26:26 | 16:55 | 22:18 | 25:52 | 28:33 | 44:17 | 06:15 | 04:37 |
 | Eternal Shroud | 28 | 18.18% | 53.6 | 57.14% | +6.35% | 0.00% | +14.29% | 1.81% | 21:36 | 12:01 | 16:34 | 19:47 | 24:28 | 37:12 | 07:54 | 05:51 |
 | Ring of Protection | 22 | 14.29% | 51.8 | 59.09% | +8.33% | -9.09% | -19.09% | -1.32% | 19:16 | 03:57 | 14:31 | 18:28 | 22:06 | 36:30 | 07:35 | 05:37 |
 | Aghanim's Shard | 35 | 22.73% | 50.0 | 42.86% | -11.76% | +23.81% | -9.53% | -4.95% | 33:03 | 21:04 | 29:01 | 31:58 | 35:45 | 48:51 | 06:44 | 04:59 |
 | Pipe of Insight | 6 | 3.90% | 48.2 | 66.67% | +15.32% | -16.67% | +33.33% | 0.00% | 19:41 | 15:23 | 18:10 | 18:22 | 21:23 | 24:00 | 03:13 | 02:22 |
 | Scythe of Vyse | 6 | 3.90% | 46.4 | 66.67% | +15.32% | -16.67% | +33.33% | 0.00% | 38:39 | 30:57 | 33:46 | 38:15 | 41:35 | 47:15 | 07:49 | 05:47 |
 | Fluffy Hat | 9 | 5.84% | 44.6 | 55.56% | +3.84% | -5.56% | -55.56% | 0.00% | 15:29 | -01:20 | 03:05 | 13:09 | 16:23 | 1:03:19 | 13:18 | 09:51 |
 | Ghost Scepter | 13 | 8.44% | 42.9 | 46.15% | -6.33% | -12.82% | -12.82% | 0.00% | 29:28 | 16:20 | 22:26 | 30:01 | 31:58 | 49:56 | 09:32 | 07:03 |
 | Bracer | 11 | 7.14% | 41.1 | 45.45% | -7.00% | -12.12% | -12.12% | 0.00% | 04:47 | 01:47 | 02:29 | 04:03 | 06:10 | 12:19 | 03:41 | 02:43 |
 | Force Staff | 5 | 3.25% | 39.3 | 60.00% | +8.32% | -60.00% | -60.00% | 0.00% | 26:31 | 16:12 | 16:12 | 17:23 | 18:50 | 1:03:19 | 02:38 | 01:57 |
 | Heart of Tarrasque | 3 | 1.95% | 37.5 | 66.67% | +15.01% | +33.33% | 0.00% | 0.00% | 39:05 | 31:31 | 31:31 | 42:30 | 43:15 | 43:15 | 11:44 | 08:41 |
 | Medallion of Courage | 4 | 2.60% | 35.7 | 50.00% | -2.00% | -50.00% | +50.00% | 0.00% | 21:51 | 14:27 | 14:27 | 16:54 | 21:44 | 34:17 | 07:17 | 05:23 |
 | Lotus Orb | 4 | 2.60% | 33.9 | 50.00% | -2.00% | -50.00% | +50.00% | 0.00% | 32:36 | 24:21 | 24:21 | 25:52 | 39:51 | 40:18 | 15:30 | 11:28 |
 | Solar Crest | 4 | 2.60% | 32.1 | 50.00% | -2.00% | +50.00% | +50.00% | 0.00% | 24:52 | 19:18 | 19:18 | 21:48 | 24:06 | 34:17 | 04:48 | 03:33 |
 | Quelling Blade | 4 | 2.60% | 30.4 | 50.00% | -2.00% | +50.00% | -50.00% | 0.00% | 06:02 | -01:29 | -01:29 | 05:49 | 05:50 | 13:56 | 07:19 | 05:25 |
 | Blight Stone | 4 | 2.60% | 28.6 | 50.00% | -2.00% | -50.00% | +50.00% | 0.00% | 21:20 | 14:27 | 14:27 | 16:15 | 21:44 | 32:52 | 07:17 | 05:23 |
 | Arcane Blink | 1 | 0.65% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:14 | 47:14 | 47:14 | 47:14 | 47:14 | 47:14 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.65% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.65% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:12 | 1:02:12 | 1:02:12 | 1:02:12 | 1:02:12 | 1:02:12 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.65% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:17 | 07:17 | 07:17 | 07:17 | 07:17 | 07:17 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.65% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:57 | 02:57 | 02:57 | 02:57 | 02:57 | 02:57 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.65% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:44 | 10:44 | 10:44 | 10:44 | 10:44 | 10:44 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.65% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:38 | 07:38 | 07:38 | 07:38 | 07:38 | 07:38 | 00:00 | 00:00 |
 | Crown | 5 | 3.25% | 14.3 | 40.00% | -12.35% | -40.00% | +60.00% | 0.00% | 22:12 | 17:59 | 17:59 | 19:00 | 21:44 | 33:24 | 03:45 | 02:46 |
 | Aghanim's Scepter | 2 | 1.30% | 12.5 | 50.00% | -1.97% | +50.00% | 0.00% | 0.00% | 37:58 | 25:16 | 25:16 | 50:39 | 50:39 | 50:39 | 25:23 | 18:48 |
 | Linken's Sphere | 2 | 1.30% | 10.7 | 50.00% | -1.97% | +50.00% | 0.00% | 0.00% | 38:36 | 38:31 | 38:31 | 38:41 | 38:41 | 38:41 | 00:10 | 00:07 |
 | Heaven's Halberd | 4 | 2.60% | 8.9 | 25.00% | -27.67% | +75.00% | -25.00% | 0.00% | 35:13 | 27:43 | 27:43 | 36:49 | 37:21 | 38:57 | 09:38 | 07:08 |
 | Spirit Vessel | 1 | 0.65% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:27 | 15:27 | 15:27 | 15:27 | 15:27 | 15:27 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.65% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:49 | 05:49 | 05:49 | 05:49 | 05:49 | 05:49 | 00:00 | 00:00 |
 | Tranquil Boots | 3 | 1.95% | 3.6 | 0.00% | -52.98% | 0.00% | 0.00% | 0.00% | 13:01 | 07:08 | 07:08 | 12:08 | 19:47 | 19:47 | 12:39 | 09:22 |
 | Rod of Atos | 1 | 0.65% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:48 | 20:48 | 20:48 | 20:48 | 20:48 | 20:48 | 00:00 | 00:00 |