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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 | |
 | Shiva's Guard | 38 | 31.40% | 100.0 | 71.05% | +33.70% | -1.05% | -15.49% | -1.60% | 34:37 | 26:39 | 30:06 | 33:43 | 39:06 | 48:04 | 09:00 | 06:40 |
 | Heart of Tarrasque | 5 | 4.13% | 98.2 | 100.00% | +54.31% | 0.00% | 0.00% | 0.00% | 40:25 | 34:28 | 34:28 | 36:18 | 45:03 | 51:42 | 10:35 | 07:50 |
 | Blink Dagger | 16 | 13.22% | 96.4 | 68.75% | +23.99% | +31.25% | -18.75% | -6.62% | 30:40 | 19:07 | 24:52 | 30:50 | 32:25 | 48:39 | 07:33 | 05:35 |
 | Quelling Blade | 7 | 5.79% | 94.5 | 85.71% | +40.10% | +14.29% | +14.29% | 0.00% | 04:36 | -01:29 | -01:29 | 06:15 | 06:36 | 10:26 | 08:05 | 05:59 |
 | Kaya | 20 | 16.53% | 92.7 | 65.00% | +20.45% | +35.00% | -45.00% | -9.28% | 28:48 | 15:57 | 24:53 | 27:36 | 33:30 | 43:56 | 08:37 | 06:22 |
 | Ring of Protection | 24 | 19.83% | 90.9 | 62.50% | +18.17% | +20.83% | +4.17% | -5.10% | 04:29 | -01:30 | -01:29 | 01:50 | 04:45 | 37:00 | 06:14 | 04:37 |
 | Black King Bar | 79 | 65.29% | 89.1 | 51.90% | +11.42% | +18.10% | +13.10% | -0.87% | 24:14 | 18:21 | 20:28 | 23:34 | 26:12 | 45:33 | 05:44 | 04:14 |
 | Magic Wand | 113 | 93.39% | 87.3 | 48.67% | +11.17% | -5.81% | -2.24% | 1.25% | 06:08 | 01:07 | 04:22 | 06:07 | 07:14 | 16:58 | 02:52 | 02:07 |
 | Void Stone | 90 | 74.38% | 85.5 | 50.00% | +8.06% | +10.87% | -9.09% | -3.50% | 14:17 | 06:21 | 09:19 | 12:34 | 15:01 | 45:11 | 05:42 | 04:13 |
 | Magic Stick | 116 | 95.87% | 83.6 | 48.28% | +8.28% | -3.45% | -3.45% | 0.00% | 03:11 | -01:29 | 00:59 | 03:12 | 05:33 | 16:58 | 04:34 | 03:22 |
 | Boots of Speed | 121 | 100.00% | 81.8 | 47.93% | +47.93% | -4.60% | -4.60% | 0.00% | 05:15 | 02:03 | 03:49 | 04:52 | 06:08 | 19:05 | 02:19 | 01:42 |
 | Null Talisman | 75 | 61.98% | 80.0 | 50.67% | +7.19% | +12.49% | -3.30% | -8.17% | 03:36 | 01:20 | 02:17 | 03:30 | 04:13 | 08:22 | 01:56 | 01:25 |
 | Sange | 23 | 19.01% | 78.2 | 60.87% | +15.97% | -10.87% | -10.87% | 0.00% | 23:49 | 14:21 | 19:22 | 23:19 | 27:27 | 37:01 | 08:05 | 05:59 |
 | Kaya and Sange | 15 | 12.40% | 76.4 | 66.67% | +21.39% | +33.33% | -41.67% | -12.03% | 30:02 | 19:54 | 27:19 | 28:11 | 33:33 | 44:22 | 06:14 | 04:37 |
 | Eul's Scepter of Divinity | 84 | 69.42% | 74.5 | 47.62% | -1.03% | +23.81% | -9.52% | -9.85% | 14:52 | 10:23 | 12:11 | 13:44 | 15:34 | 27:39 | 03:23 | 02:30 |
 | Wind Lace | 104 | 85.95% | 72.7 | 46.15% | -12.67% | +3.85% | -3.84% | -1.57% | 10:17 | 03:20 | 06:46 | 09:25 | 11:39 | 30:51 | 04:53 | 03:37 |
 | Ring of Health | 42 | 34.71% | 70.9 | 52.38% | +6.81% | +11.26% | -2.38% | -1.86% | 17:34 | 08:57 | 10:28 | 14:55 | 17:47 | 47:05 | 07:19 | 05:25 |
 | Hood of Defiance | 34 | 28.10% | 69.1 | 52.94% | +6.96% | +24.84% | -15.44% | -6.89% | 13:35 | 09:16 | 10:28 | 14:10 | 16:19 | 19:03 | 05:51 | 04:20 |
 | Bottle | 59 | 48.76% | 67.3 | 47.46% | -0.93% | -0.79% | +5.87% | 6.66% | 02:01 | 01:04 | 01:39 | 01:51 | 02:11 | 06:19 | 00:32 | 00:23 |
 | Aeon Disk | 18 | 14.88% | 65.5 | 55.56% | +8.96% | -15.56% | -5.56% | 1.00% | 32:28 | 20:43 | 26:41 | 30:52 | 36:41 | 50:25 | 10:00 | 07:24 |
 | Aghanim's Shard | 9 | 7.44% | 63.6 | 66.67% | +20.24% | -66.67% | +33.33% | 0.00% | 39:20 | 26:17 | 29:35 | 35:18 | 44:53 | 57:37 | 15:18 | 11:20 |
 | Aether Lens | 3 | 2.48% | 61.8 | 100.00% | +53.39% | 0.00% | 0.00% | 0.00% | 45:46 | 31:18 | 31:18 | 37:01 | 1:08:58 | 1:08:58 | 37:40 | 27:54 |
 | Refresher Orb | 7 | 5.79% | 60.0 | 71.43% | +24.94% | -21.43% | +28.57% | 0.00% | 47:59 | 34:42 | 43:18 | 47:25 | 50:49 | 59:30 | 07:31 | 05:34 |
 | Urn of Shadows | 17 | 14.05% | 58.2 | 52.94% | +5.82% | +22.06% | +22.06% | 0.00% | 04:43 | 02:29 | 02:56 | 03:24 | 05:58 | 11:11 | 03:02 | 02:14 |
 | Chainmail | 38 | 31.40% | 56.4 | 42.11% | -8.49% | -22.11% | +13.45% | 6.77% | 11:04 | 03:35 | 07:09 | 09:53 | 12:24 | 38:45 | 05:15 | 03:53 |
 | Medallion of Courage | 14 | 11.57% | 54.5 | 50.00% | +2.34% | 0.00% | -16.67% | -1.69% | 17:21 | 10:24 | 11:56 | 13:58 | 21:49 | 38:45 | 09:53 | 07:19 |
 | Blight Stone | 15 | 12.40% | 52.7 | 46.67% | -1.44% | +3.33% | +3.33% | 0.00% | 14:51 | -01:28 | 10:50 | 13:24 | 17:40 | 38:45 | 06:50 | 05:03 |
 | Bracer | 9 | 7.44% | 50.9 | 55.56% | +8.24% | -5.56% | -5.56% | 0.00% | 02:15 | -01:29 | 00:50 | 01:53 | 03:05 | 06:21 | 02:15 | 01:40 |
 | Phase Boots | 25 | 20.66% | 49.1 | 40.00% | -10.00% | -23.33% | -6.67% | 4.06% | 10:41 | 05:45 | 07:31 | 09:56 | 11:37 | 25:52 | 04:06 | 03:02 |
 | Crown | 12 | 9.92% | 47.3 | 50.00% | +2.29% | +16.67% | +50.00% | 3.00% | 22:25 | 11:56 | 14:55 | 18:52 | 26:01 | 38:45 | 11:06 | 08:13 |
 | Lotus Orb | 4 | 3.31% | 45.5 | 75.00% | +27.99% | +25.00% | -75.00% | 0.00% | 32:04 | 28:32 | 28:32 | 30:00 | 31:42 | 38:03 | 03:10 | 02:20 |
 | Bloodstone | 4 | 3.31% | 43.6 | 75.00% | +27.99% | +25.00% | -75.00% | 0.00% | 26:53 | 22:12 | 22:12 | 26:23 | 27:31 | 31:26 | 05:19 | 03:56 |
 | Tranquil Boots | 4 | 3.31% | 41.8 | 75.00% | +27.99% | +25.00% | -75.00% | 0.00% | 10:25 | 07:01 | 07:01 | 07:50 | 13:12 | 13:35 | 06:11 | 04:34 |
 | Fluffy Hat | 24 | 19.83% | 40.0 | 37.50% | -13.02% | -4.17% | -20.83% | -3.89% | 07:25 | -01:28 | 04:25 | 05:50 | 08:42 | 23:36 | 04:17 | 03:10 |
 | Buckler | 2 | 1.65% | 38.2 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 35:04 | 33:07 | 33:07 | 37:00 | 37:00 | 37:00 | 03:53 | 02:52 |
 | Octarine Core | 2 | 1.65% | 36.4 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 53:39 | 38:20 | 38:20 | 1:08:58 | 1:08:58 | 1:08:58 | 30:38 | 22:41 |
 | Assault Cuirass | 2 | 1.65% | 34.5 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 36:12 | 33:10 | 33:10 | 39:14 | 39:14 | 39:14 | 06:04 | 04:29 |
 | Glimmer Cape | 2 | 1.65% | 32.7 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 25:46 | 23:14 | 23:14 | 28:17 | 28:17 | 28:17 | 05:03 | 03:44 |
 | Force Staff | 7 | 5.79% | 30.9 | 57.14% | +9.77% | -57.14% | -7.14% | 0.00% | 26:30 | 20:40 | 22:10 | 23:21 | 28:16 | 36:06 | 06:06 | 04:31 |
 | Power Treads | 21 | 17.36% | 29.1 | 38.10% | -11.90% | +41.90% | +1.90% | -13.56% | 09:49 | 07:04 | 07:32 | 09:30 | 10:29 | 16:14 | 02:57 | 02:11 |
 | Solar Crest | 11 | 9.09% | 27.3 | 45.45% | -2.73% | +21.22% | +21.22% | 0.00% | 23:04 | 15:09 | 16:05 | 20:08 | 28:37 | 38:45 | 12:32 | 09:17 |
 | Arcane Boots | 12 | 9.92% | 25.5 | 41.67% | -6.95% | +25.00% | +25.00% | 0.00% | 23:12 | 08:32 | 13:02 | 19:17 | 30:08 | 49:19 | 17:06 | 12:40 |
 | Falcon Blade | 8 | 6.61% | 23.6 | 37.50% | -11.17% | +12.50% | +12.50% | 0.00% | 07:01 | 05:42 | 05:43 | 06:03 | 08:16 | 08:45 | 02:33 | 01:53 |
 | Linken's Sphere | 4 | 3.31% | 21.8 | 50.00% | +2.14% | +50.00% | -50.00% | 0.00% | 34:12 | 28:49 | 28:49 | 31:20 | 37:20 | 39:17 | 08:31 | 06:18 |
 | Eternal Shroud | 1 | 0.83% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:26 | 18:26 | 18:26 | 18:26 | 18:26 | 18:26 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.83% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:44 | 31:44 | 31:44 | 31:44 | 31:44 | 31:44 | 00:00 | 00:00 |
 | Headdress | 5 | 4.13% | 16.4 | 40.00% | -8.28% | -40.00% | -40.00% | 0.00% | 10:26 | 05:16 | 05:16 | 11:22 | 12:14 | 14:43 | 06:58 | 05:09 |
 | Ghost Scepter | 8 | 6.61% | 14.5 | 25.00% | -24.56% | +25.00% | -25.00% | 0.00% | 28:35 | 15:24 | 16:59 | 25:09 | 32:35 | 52:32 | 15:36 | 11:33 |
 | Heaven's Halberd | 2 | 1.65% | 12.7 | 50.00% | +2.10% | +50.00% | 0.00% | 0.00% | 22:51 | 22:26 | 22:26 | 23:15 | 23:15 | 23:15 | 00:49 | 00:36 |
 | Spirit Vessel | 2 | 1.65% | 10.9 | 50.00% | +2.10% | -50.00% | 0.00% | 0.00% | 17:02 | 15:49 | 15:49 | 18:15 | 18:15 | 18:15 | 02:26 | 01:48 |
 | Holy Locket | 3 | 2.48% | 9.1 | 33.33% | -14.98% | -33.33% | 0.00% | 0.00% | 17:22 | 12:01 | 12:01 | 13:44 | 26:22 | 26:22 | 14:21 | 10:37 |
 | Mekansm | 3 | 2.48% | 7.3 | 33.33% | -14.98% | -33.33% | 0.00% | 0.00% | 14:18 | 12:02 | 12:02 | 14:36 | 16:15 | 16:15 | 04:13 | 03:07 |
 | Soul Ring | 1 | 0.83% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:47 | 08:47 | 08:47 | 08:47 | 08:47 | 08:47 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.83% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 1.65% | 1.8 | 0.00% | -48.74% | 0.00% | 0.00% | 0.00% | 06:59 | 02:47 | 02:47 | 11:10 | 11:10 | 11:10 | 08:23 | 06:12 |