Setlist prediction — 2026-10-12
Orion Amphitheater · Huntsville · 2026 Fall Tour · based on 2012 prior shows · 50 recently-played songs rotation-suppressed · model v3.4.1 · actual setlist known
Predicted vs. actual
Predicted
Set 1: Cars Trucks Buses [5:37] · AC/DC Bag [9:07] ★29% · Back on the Train [8:10] · Cities [14:53] ★49% · Bouncing Around the Room [3:44] · Taste [7:30] · Evolve [6:44] · Character Zero [6:57] ★16%
Set 2: Mike's Song [9:38] ★22% · I Am Hydrogen [3:00] · Weekapaug Groove [7:48] ★24% · My Friend, My Friend [11:46] ★52% · Gotta Jibboo [9:47] ★16% · Golgi Apparatus [5:01] · A Wave of Hope [16:33] ★44%
Encore: Bug [6:26] · Say It To Me S.A.N.T.O.S. [6:04]
Actual — ORION AMPHITHEATER
Set 1: Mike's Song [9:50] > Shade [4:15] > Weekapaug Groove [6:16], AC/DC Bag [8:04] > Wolfman's Brother [19:41], Birds of a Feather [7:59], My Friend, My Friend [18:57]
Set 2: No Men In No Man's Land [8:00] > Prince Caspian [11:03] -> Blaze On [18:41], Down with Disease [11:13] -> Big Black Furry Creature from Mars [3:57], Scents and Subtle Sounds [13:39] > Good Times Bad Times [5:57] > Taste [8:07], The Wedge [7:45], Character Zero [7:14]
Encore: Wading in the Velvet Sea [5:34] > Backwards Down the Number Line [6:06] > Run Like an Antelope [10:51]
Score vs. what they actually played
The raw score is graded against a perfect setlist call, which never happens. Phish rotate deliberately and go out of their way to be unpredictable, so 100 is unreachable — over the last 60 shows the score runs from about 2 to 42.09, with a median near 19.3. That is why the headline ranks this night against the ones actually achieved rather than against an imaginary ceiling. The number that means something is Skill: how much of the headroom above a baseline that just guesses the most-played songs this prediction captured. 0% is “no better than guessing the hits”; anything above it is real signal. On this night it captured 4.5% of that headroom. Difficulty is the average rarity of the songs they actually played (3.34 bits) — a night of deep cuts scores lower for the same skill, which is why the headline is normalised against a perfect prediction of this show.
Sub-scores
Each is out of 100 and rarity-weighted: picking the song at all earns the most, putting it in the right set earns more, landing it near the right slot earns the rest.
Precision & recall
| Metric | Value | What it means | |
|---|---|---|---|
| precision | 35.3% | Of what it predicted, how much got played | |
| recall | 30.0% | Of what got played, how much it predicted | |
| f1 | 32.4% | Harmonic mean of the two | |
| precision (rarity-weighted) | 30.1% | Precision, weighted by how rare each song is | |
| recall (rarity-weighted) | 26.1% | Recall, weighted by how rare each song is | |
| top5 hit rate | 60.0% | Of the top-5 shortlist, how much got played |
17 songs predicted, 20 played. The rarity-weighted variants are the interesting ones: calling a warhorse is easy, calling a bustout is not, and the weighted numbers pay out accordingly.
Sequence
| Adjacent pairs called right | 0 of 14 predicted |
| Adjacent pairs actually played | 17 |
| Longest correct run | 1 song |
Getting two songs adjacent in the right order is much harder than getting both somewhere in the show.
Structure
| Set | Predicted | Actual |
|---|---|---|
| Set 1 | 8 | 7 |
| Set 2 | 7 | 10 |
| Encore | 2 | 3 |
| Total | 17 | 20 |
Biggest win
The rarest song it called correctly — 3.509 bits (uncommon). Right set, too.
Biggest miss
The rarest song it didn't see coming — 5.646 bits (rare).
By rarity
How it did across rarity bands. The warhorses are supposed to be easy; the deep cuts are where a model earns its keep.
| Tier | Played | Called | Hit rate | |
|---|---|---|---|---|
| staple | 3 | 1 | 33.3% |
|
| common | 9 | 4 | 44.4% |
|
| uncommon | 6 | 1 | 16.7% |
|
| rare | 2 | 0 | 0.0% |
|
| bustout | 0 | 0 | — |
Song by song
Everything they played, rarest first.
| Song | Rarity | Tier | Called? | Right set? | Credit |
|---|---|---|---|---|---|
| Big Black Furry Creature from Mars | 5.646 bits | rare | miss | — | 0.0 |
| Good Times Bad Times | 5.352 bits | rare | miss | — | 0.0 |
| Shade | 4.272 bits | uncommon | miss | — | 0.0 |
| Scents and Subtle Sounds | 4.228 bits | uncommon | miss | — | 0.0 |
| Wading in the Velvet Sea | 4.007 bits | uncommon | miss | — | 0.0 |
| Birds of a Feather | 3.941 bits | uncommon | miss | — | 0.0 |
| The Wedge | 3.849 bits | uncommon | miss | — | 0.0 |
| AC/DC Bag | 3.509 bits | uncommon | hit | yes | 0.75 |
| Taste | 3.322 bits | common | hit | no | 0.6 |
| Prince Caspian | 3.067 bits | common | miss | — | 0.0 |
| My Friend, My Friend | 2.915 bits | common | hit | no | 0.6 |
| Mike's Song | 2.687 bits | common | hit | no | 0.6 |
| Weekapaug Groove | 2.675 bits | common | hit | no | 0.6 |
| Backwards Down the Number Line | 2.653 bits | common | miss | — | 0.0 |
| No Men In No Man's Land | 2.542 bits | common | miss | — | 0.0 |
| Wolfman's Brother | 2.519 bits | common | miss | — | 0.0 |
| Run Like an Antelope | 2.502 bits | common | miss | — | 0.0 |
| Blaze On | 2.421 bits | staple | miss | — | 0.0 |
| Down with Disease | 2.41 bits | staple | miss | — | 0.0 |
| Character Zero | 2.342 bits | staple | hit | no | 0.6 |
Predicted but not played
Reported, but never subtracted from the headline: penalising bold calls by rarity would teach the model that rare songs are never worth predicting, which is the opposite of what this is for.
Predicted by model v3.4.1 · scored by v3.4.1 rules.
Top 5 most likely songs
- My Friend, My Friendin heavy recent rotation; due back by gap; gap 7 (usual ~5)
- Bouncing Around the Roomdue back by gap; in heavy recent rotation; gap 16 (usual ~7)
- Character Zeroin heavy recent rotation; due back by gap; gap 5 (usual ~3)
- Golgi Apparatusdue back by gap; in heavy recent rotation; gap 15 (usual ~9)
- AC/DC Bagdue back by gap; in heavy recent rotation; gap 16 (usual ~8)
Predicted full setlist
Set 1: Cars Trucks Buses [5:37] · AC/DC Bag [9:07] · Back on the Train [8:10] · Cities [14:53] · Bouncing Around the Room [3:44] · Taste [7:30] · Evolve [6:44] · Character Zero [6:57]
Set 2: Mike's Song [9:38] · I Am Hydrogen [3:00] · Weekapaug Groove [7:48] · My Friend, My Friend [11:46] · Gotta Jibboo [9:47] · Golgi Apparatus [5:01] · A Wave of Hope [16:33]
Encore: Bug [6:26] · Say It To Me S.A.N.T.O.S. [6:04]
Ordering is heuristic (openers/encore placed by role); treat it as a likely song pool with structure, not an exact sequence.
Predicted lengths & jam odds
| Song | Set | Likely length | Range (q10–q90) | P(jam chart) |
|---|---|---|---|---|
| Cars Trucks Buses | Set 1 | 5:37 | 5:29 – 6:09 |
5.4%
|
| AC/DC Bag | Set 1 | 9:07 | 5:44 – 11:57 |
29.4%
|
| Back on the Train | Set 1 | 8:10 | 6:37 – 9:49 |
11.1%
|
| Cities | Set 1 | 14:53 | 4:41 – 19:02 |
48.7%
|
| Bouncing Around the Room | Set 1 | 3:44 | 3:26 – 7:13 |
2.4%
|
| Taste | Set 1 | 7:30 | 7:12 – 10:24 |
4.1%
|
| Evolve | Set 1 | 6:44 | 5:50 – 9:21 |
2.5%
|
| Character Zero | Set 1 | 6:57 | 5:53 – 14:54 |
15.7%
|
| Mike's Song | Set 2 | 9:38 | 7:36 – 15:09 |
21.6%
|
| I Am Hydrogen | Set 2 | 3:00 | 2:29 – 3:06 |
10.0%
|
| Weekapaug Groove | Set 2 | 7:48 | 5:16 – 8:28 |
24.1%
|
| My Friend, My Friend | Set 2 | 11:46 | 7:27 – 18:20 |
51.7%
|
| Gotta Jibboo | Set 2 | 9:47 | 7:57 – 11:55 |
16.2%
|
| Golgi Apparatus | Set 2 | 5:01 | 4:39 – 6:12 |
7.7%
|
| A Wave of Hope | Set 2 | 16:33 | 9:48 – 23:17 |
43.8%
|
| Bug | Encore | 6:26 | 5:56 – 7:40 |
1.5%
|
| Say It To Me S.A.N.T.O.S. | Encore | 6:04 | 5:22 – 6:26 |
0.9%
|
Lengths are recency-weighted medians conditioned on the set — the q10–q90 band is where the honesty lives. P(jam chart) is the chance curators later flag this version; it is deliberately estimated from curated history only, since the last year of shows hasn't been written up yet.
Bustout watch
Model backtest: top-5 hit rate 39.5%, setlist recall 31.4% over 40 shows. Full scoring history →