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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 | 14 | 7.04% | 100.0 | 92.86% | +43.67% | +7.14% | +7.14% | 0.00% | 29:44 | 22:05 | 24:59 | 29:33 | 35:09 | 36:40 | 10:10 | 07:31 |
 | Octarine Core | 12 | 6.03% | 98.6 | 91.67% | +41.94% | +8.33% | -25.00% | 0.00% | 34:53 | 27:09 | 31:44 | 33:41 | 37:02 | 42:50 | 05:18 | 03:55 |
 | Blink Dagger | 63 | 31.66% | 97.1 | 69.84% | +25.72% | -1.09% | +5.16% | 0.76% | 30:09 | 17:53 | 25:03 | 28:34 | 33:14 | 55:13 | 08:11 | 06:03 |
 | Kaya | 60 | 30.15% | 95.7 | 70.00% | +25.40% | -16.67% | +23.33% | 3.57% | 21:39 | 08:41 | 13:53 | 20:17 | 25:06 | 51:17 | 11:13 | 08:18 |
 | Kaya and Sange | 53 | 26.63% | 94.2 | 69.81% | +23.92% | -15.96% | +7.11% | 2.01% | 24:43 | 12:53 | 16:58 | 23:49 | 28:25 | 51:17 | 11:27 | 08:28 |
 | Black King Bar | 135 | 67.84% | 92.8 | 60.00% | +24.06% | -10.00% | -1.18% | 1.17% | 25:22 | 13:17 | 20:47 | 23:33 | 28:20 | 1:01:12 | 07:33 | 05:35 |
 | Sange | 94 | 47.24% | 91.3 | 61.70% | +17.89% | -7.53% | +3.52% | 1.02% | 25:07 | 12:37 | 18:47 | 24:34 | 29:34 | 47:09 | 10:47 | 07:59 |
 | Shiva's Guard | 57 | 28.64% | 89.9 | 64.91% | +17.73% | +13.66% | -14.91% | -5.34% | 34:14 | 21:25 | 30:26 | 32:56 | 35:47 | 53:57 | 05:21 | 03:57 |
 | Void Stone | 73 | 36.68% | 88.4 | 61.64% | +14.81% | -28.31% | -17.20% | 0.61% | 28:52 | 09:00 | 19:02 | 29:49 | 37:23 | 59:52 | 18:21 | 13:35 |
 | Ring of Protection | 119 | 59.80% | 87.0 | 57.98% | +14.23% | +12.02% | -11.31% | -5.60% | 13:10 | -01:29 | 10:52 | 12:41 | 15:02 | 42:49 | 04:10 | 03:05 |
 | Guardian Greaves | 114 | 57.29% | 85.5 | 57.89% | +13.18% | +11.08% | -22.18% | -9.20% | 16:50 | 12:00 | 14:34 | 16:12 | 18:11 | 34:39 | 03:37 | 02:40 |
 | Buckler | 117 | 58.79% | 84.1 | 57.26% | +12.14% | +11.71% | -8.98% | -4.91% | 14:27 | 09:27 | 11:47 | 13:32 | 16:00 | 42:50 | 04:13 | 03:07 |
 | Mekansm | 120 | 60.30% | 82.6 | 55.83% | +8.99% | +17.50% | -19.16% | -15.38% | 11:49 | 07:32 | 10:36 | 11:28 | 12:59 | 16:58 | 02:23 | 01:45 |
 | Headdress | 121 | 60.80% | 81.2 | 55.37% | +7.93% | +1.30% | -12.04% | -4.13% | 09:26 | 02:24 | 07:39 | 09:10 | 10:53 | 31:12 | 03:14 | 02:23 |
 | Chainmail | 148 | 74.37% | 79.7 | 54.05% | +6.99% | +2.71% | -10.81% | -5.27% | 09:03 | 03:15 | 07:42 | 08:53 | 10:16 | 19:45 | 02:34 | 01:54 |
 | Boots of Speed | 199 | 100.00% | 78.3 | 52.26% | +52.26% | +3.74% | -14.26% | -10.59% | 03:31 | -01:30 | 02:43 | 03:29 | 04:25 | 09:17 | 01:42 | 01:15 |
 | Magic Stick | 164 | 82.41% | 76.8 | 53.05% | +4.48% | +5.49% | -1.83% | -1.70% | 03:37 | -01:29 | 01:26 | 02:36 | 05:44 | 21:55 | 04:18 | 03:11 |
 | Wraith Band | 95 | 47.74% | 75.4 | 55.79% | +6.75% | +19.21% | +6.71% | -7.81% | 03:37 | -01:29 | 01:35 | 02:09 | 03:11 | 35:11 | 01:36 | 01:11 |
 | Scythe of Vyse | 29 | 14.57% | 73.9 | 65.52% | +15.52% | -22.66% | +5.91% | 3.19% | 41:26 | 30:05 | 35:54 | 42:13 | 44:51 | 59:52 | 08:57 | 06:37 |
 | Arcane Boots | 124 | 62.31% | 72.5 | 54.03% | +4.70% | +13.71% | -18.55% | -18.98% | 06:48 | 03:45 | 05:48 | 06:37 | 07:30 | 13:33 | 01:42 | 01:15 |
 | Wind Lace | 118 | 59.30% | 71.0 | 54.24% | +4.86% | -14.24% | +0.93% | 1.92% | 07:54 | -01:30 | 03:38 | 06:05 | 11:31 | 25:26 | 07:53 | 05:50 |
 | Ring of Health | 56 | 28.14% | 69.6 | 58.93% | +9.28% | -1.79% | -16.07% | -1.03% | 24:09 | 08:56 | 15:40 | 20:19 | 29:31 | 55:37 | 13:51 | 10:15 |
 | Magic Wand | 183 | 91.96% | 68.1 | 51.91% | -4.34% | +2.44% | -6.26% | -1.86% | 05:08 | -01:30 | 02:57 | 05:10 | 07:38 | 22:01 | 04:41 | 03:28 |
 | Boots of Travel | 22 | 11.06% | 66.7 | 68.18% | +17.90% | -1.51% | +11.82% | 1.05% | 36:37 | 15:59 | 31:18 | 33:24 | 44:01 | 56:47 | 12:43 | 09:25 |
 | Rod of Atos | 30 | 15.08% | 65.2 | 63.33% | +13.03% | +24.17% | -6.19% | -12.65% | 13:02 | 09:16 | 11:11 | 12:02 | 13:35 | 29:20 | 02:24 | 01:46 |
 | Crown | 32 | 16.08% | 63.8 | 62.50% | +12.20% | 0.00% | 0.00% | 0.00% | 09:32 | 02:50 | 05:59 | 07:30 | 09:47 | 29:15 | 03:48 | 02:48 |
 | Pipe of Insight | 19 | 9.55% | 62.3 | 68.42% | +17.86% | +11.58% | +11.58% | 0.00% | 21:49 | 17:20 | 20:20 | 21:36 | 22:43 | 31:13 | 02:23 | 01:45 |
 | Heaven's Halberd | 38 | 19.10% | 60.9 | 57.89% | +6.96% | +12.11% | +8.78% | -0.36% | 29:35 | 20:07 | 23:28 | 29:29 | 32:50 | 43:17 | 09:22 | 06:56 |
 | Quelling Blade | 36 | 18.09% | 59.4 | 58.33% | +7.41% | -2.77% | +8.34% | 1.23% | 05:30 | -01:30 | -01:29 | 05:34 | 10:33 | 22:44 | 12:02 | 08:54 |
 | Hood of Defiance | 22 | 11.06% | 58.0 | 63.64% | +12.79% | -13.64% | -23.64% | -1.70% | 16:25 | 09:17 | 13:44 | 16:01 | 19:37 | 24:48 | 05:53 | 04:21 |
 | Aeon Disk | 9 | 4.52% | 56.5 | 77.78% | +26.73% | -27.78% | -27.78% | 0.00% | 45:32 | 34:50 | 36:20 | 45:05 | 50:36 | 57:52 | 14:16 | 10:34 |
 | Overwhelming Blink | 9 | 4.52% | 55.1 | 77.78% | +26.73% | -27.78% | -27.78% | 0.00% | 45:32 | 34:26 | 38:10 | 43:57 | 47:56 | 1:01:08 | 09:46 | 07:14 |
 | Bottle | 63 | 31.66% | 53.6 | 50.79% | -2.15% | +24.21% | -19.54% | -43.75% | 01:28 | 00:02 | 01:17 | 01:26 | 01:40 | 02:36 | 00:23 | 00:17 |
 | Aghanim's Shard | 47 | 23.62% | 52.2 | 51.06% | -1.57% | +15.61% | -9.39% | -2.14% | 34:22 | 18:50 | 27:54 | 33:54 | 39:35 | 53:52 | 11:41 | 08:39 |
 | Refresher Orb | 10 | 5.03% | 50.7 | 70.00% | +18.68% | +30.00% | -70.00% | 0.00% | 49:14 | 35:00 | 41:48 | 45:55 | 56:47 | 60:59 | 14:59 | 11:05 |
 | Phase Boots | 27 | 13.57% | 49.3 | 51.85% | -0.48% | +19.58% | -8.99% | -19.05% | 08:52 | 05:39 | 06:39 | 07:16 | 08:09 | 29:00 | 01:30 | 01:06 |
 | Ethereal Blade | 3 | 1.51% | 47.8 | 100.00% | +48.47% | 0.00% | 0.00% | 0.00% | 33:21 | 30:23 | 30:23 | 32:28 | 37:11 | 37:11 | 06:48 | 05:02 |
 | Lotus Orb | 17 | 8.54% | 46.4 | 52.94% | +0.74% | -27.94% | -27.94% | 0.00% | 26:17 | 15:34 | 20:27 | 24:44 | 28:13 | 44:08 | 07:46 | 05:45 |
 | Urn of Shadows | 5 | 2.51% | 44.9 | 80.00% | +28.45% | +20.00% | -80.00% | 0.00% | 05:48 | 03:15 | 03:15 | 06:10 | 06:28 | 09:30 | 03:13 | 02:22 |
 | Power Treads | 26 | 13.07% | 43.5 | 42.31% | -11.45% | +29.12% | -25.64% | -26.71% | 07:32 | 04:35 | 06:02 | 07:03 | 08:05 | 15:33 | 02:03 | 01:31 |
 | Force Staff | 6 | 3.02% | 42.0 | 66.67% | +14.86% | -16.67% | -66.67% | 0.00% | 29:06 | 11:23 | 22:59 | 24:14 | 39:25 | 40:07 | 16:26 | 12:10 |
 | Ghost Scepter | 9 | 4.52% | 40.6 | 55.56% | +3.45% | -5.56% | -55.56% | 0.00% | 33:57 | 23:56 | 24:43 | 35:48 | 40:03 | 46:10 | 15:20 | 11:21 |
 | Linken's Sphere | 10 | 5.03% | 39.1 | 50.00% | -2.38% | +50.00% | 0.00% | 0.00% | 36:12 | 29:14 | 29:57 | 34:40 | 38:35 | 46:26 | 08:38 | 06:23 |
 | Spirit Vessel | 2 | 1.01% | 37.7 | 100.00% | +48.22% | 0.00% | 0.00% | 0.00% | 11:53 | 11:13 | 11:13 | 12:33 | 12:33 | 12:33 | 01:20 | 00:59 |
 | Null Talisman | 14 | 7.04% | 36.2 | 42.86% | -10.11% | +7.14% | -42.86% | 0.00% | 03:12 | 01:15 | 01:56 | 02:43 | 03:56 | 07:04 | 02:00 | 01:28 |
 | Fluffy Hat | 24 | 12.06% | 34.8 | 33.33% | -21.53% | 0.00% | +16.67% | 2.49% | 11:03 | 01:10 | 05:14 | 07:16 | 11:55 | 36:08 | 06:41 | 04:57 |
 | Eul's Scepter of Divinity | 16 | 8.04% | 33.3 | 37.50% | -16.05% | -12.50% | +37.50% | 0.00% | 15:59 | 10:09 | 12:49 | 14:34 | 17:21 | 26:54 | 04:32 | 03:21 |
 | Boots of Travel 2 | 6 | 3.02% | 31.9 | 50.00% | -2.33% | 0.00% | +50.00% | 0.00% | 52:02 | 45:53 | 46:52 | 51:05 | 54:29 | 60:59 | 07:37 | 05:38 |
 | Cornucopia | 3 | 1.51% | 30.4 | 66.67% | +14.63% | +33.33% | 0.00% | 0.00% | 47:36 | 41:39 | 41:39 | 43:45 | 57:23 | 57:23 | 15:44 | 11:39 |
 | Assault Cuirass | 3 | 1.51% | 29.0 | 66.67% | +14.63% | +33.33% | 0.00% | 0.00% | 50:27 | 43:12 | 43:12 | 43:38 | 1:04:31 | 1:04:31 | 21:19 | 15:47 |
 | Falcon Blade | 16 | 8.04% | 27.5 | 31.25% | -22.85% | +18.75% | -31.25% | 0.00% | 06:59 | 03:34 | 05:17 | 06:55 | 08:48 | 10:48 | 03:31 | 02:36 |
 | Solar Crest | 1 | 0.50% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.50% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.50% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.50% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:01 | 26:01 | 26:01 | 26:01 | 26:01 | 26:01 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.50% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.50% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:24 | 53:24 | 53:24 | 53:24 | 53:24 | 53:24 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.50% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.50% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 00:00 | 00:00 |
 | Blight Stone | 2 | 1.01% | 14.5 | 50.00% | -2.28% | +50.00% | 0.00% | 0.00% | 47:54 | 20:43 | 20:43 | 1:15:04 | 1:15:04 | 1:15:04 | 54:21 | 40:15 |
 | Wind Waker | 2 | 1.01% | 13.0 | 50.00% | -2.28% | -50.00% | 0.00% | 0.00% | 52:49 | 44:14 | 44:14 | 1:01:23 | 1:01:23 | 1:01:23 | 17:09 | 12:42 |
 | Tranquil Boots | 3 | 1.51% | 11.6 | 33.33% | -19.22% | +66.67% | 0.00% | 0.00% | 15:22 | 07:42 | 07:42 | 12:48 | 25:36 | 25:36 | 17:54 | 13:15 |
 | Blade Mail | 1 | 0.50% | 10.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:00 |
 | Desolator | 1 | 0.50% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:04 | 1:15:04 | 1:15:04 | 1:15:04 | 1:15:04 | 1:15:04 | 00:00 | 00:00 |
 | Drum of Endurance | 3 | 1.51% | 7.2 | 0.00% | -53.06% | 0.00% | 0.00% | 0.00% | 19:39 | 12:49 | 12:49 | 22:21 | 23:46 | 23:46 | 10:57 | 08:06 |
 | Dagon | 1 | 0.50% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:50 | 47:50 | 47:50 | 47:50 | 47:50 | 47:50 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.50% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 00:00 | 00:00 |
 | Diadem | 1 | 0.50% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:50 | 47:50 | 47:50 | 47:50 | 47:50 | 47:50 | 00:00 | 00:00 |
 | Witch Blade | 1 | 0.50% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:28 | 11:28 | 11:28 | 11:28 | 11:28 | 11:28 | 00:00 | 00:00 |