Book Rankings i I scraped marginalrevolution.com/marginalrevolution/category/books. I used gemini-2.5-flash because it's affordable and llama is too slow on my macbook. I had it first extract book titles from posts. I then had it compare two books at a time to see which review expressed a stronger positive sentiment. There are roughly 24.5 million such comparisons to do for an exhaustive set, but I already racked up a decent bill on gemini with 2 million comparisons so I stopped there. Thus the rankings are roughly accurate but not necessarily extremely precise. You shouldn't necessarily interpret book #5 as being better than book #6, but moreso books #1-10 being better than books #10-20.
Tyler Cowen's favorites from Marginal Revolution
Genre: Literary Fiction ×
Showing 635 books in Literary Fiction
BT: 10.36
125 comparisons
T
BT: 0.51
1657 comparisons
S
BT: 0.34
1117 comparisons
A
BT: 0.22
1014 comparisons
T
BT: 0.18
1730 comparisons
M
BT: 0.07
1309 comparisons
W
BT: -0.02
388 comparisons
H
BT: -0.03
329 comparisons
T
BT: -0.06
329 comparisons
L
BT: -0.07
648 comparisons
P
BT: -0.07
330 comparisons
T
BT: -0.07
316 comparisons
R
BT: -0.09
431 comparisons
K
BT: -0.11
330 comparisons
G
BT: -0.13
1324 comparisons
T
BT: -0.13
332 comparisons
S
BT: -0.14
1477 comparisons
A
BT: -0.16
323 comparisons
T
BT: -0.16
314 comparisons
M
BT: -0.17
646 comparisons
T
BT: -0.17
1224 comparisons
I
BT: -0.18
911 comparisons
T
BT: -0.18
329 comparisons
B
BT: -0.21
323 comparisons
F
BT: -0.22
703 comparisons
U
BT: -0.22
767 comparisons
S
BT: -0.26
739 comparisons
D
BT: -0.27
337 comparisons
Y
BT: -0.33
338 comparisons
P
BT: -0.33
534 comparisons
S
BT: -0.34
374 comparisons
T
BT: -0.34
1001 comparisons
I
BT: -0.34
378 comparisons
I
BT: -0.35
1582 comparisons
H
BT: -0.35
390 comparisons
J
BT: -0.36
534 comparisons
W
BT: -0.37
312 comparisons
T
BT: -0.39
562 comparisons
M
BT: -0.40
359 comparisons
C
BT: -0.41
336 comparisons
L
BT: -0.41
383 comparisons
V
BT: -0.45
342 comparisons
T
BT: -0.45
697 comparisons
A
BT: -0.47
363 comparisons
B
BT: -0.47
420 comparisons
T
BT: -0.48
984 comparisons
T
BT: -0.49
355 comparisons
M
BT: -0.49
736 comparisons
T
BT: -0.49
334 comparisons
H
BT: -0.51
339 comparisons
J
BT: -0.54
357 comparisons
T
BT: -0.54
512 comparisons
U
BT: -0.55
340 comparisons
T
BT: -0.55
330 comparisons
H
BT: -0.57
333 comparisons
H
BT: -0.58
399 comparisons
B
BT: -0.58
1973 comparisons
T
BT: -0.58
347 comparisons
I
BT: -0.60
497 comparisons
C
BT: -0.61
356 comparisons
T
BT: -0.61
382 comparisons
M
BT: -0.63
390 comparisons
T
BT: -0.65
380 comparisons
N
BT: -0.65
353 comparisons
K
BT: -0.65
1202 comparisons
S
BT: -0.67
327 comparisons
T
BT: -0.68
363 comparisons
A
BT: -0.68
332 comparisons
M
BT: -0.68
678 comparisons
T
BT: -0.71
330 comparisons
R
BT: -0.71
599 comparisons
J
BT: -0.74
789 comparisons
R
BT: -0.74
374 comparisons
T
BT: -0.75
384 comparisons
D
BT: -0.78
1123 comparisons
W
BT: -0.78
1399 comparisons
L
BT: -0.78
1062 comparisons
D
BT: -0.78
531 comparisons
F
BT: -0.82
700 comparisons
H
BT: -0.83
1498 comparisons
U
BT: -0.83
3741 comparisons
P
BT: -0.84
1117 comparisons
B
BT: -0.84
343 comparisons
O
BT: -0.84
359 comparisons
2
BT: -0.84
310 comparisons
D
BT: -0.84
435 comparisons
N
BT: -0.85
891 comparisons
A
BT: -0.86
1222 comparisons
M
BT: -0.86
366 comparisons
B
BT: -0.87
866 comparisons
H
BT: -0.88
367 comparisons
F
BT: -0.90
369 comparisons
Q
BT: -0.91
374 comparisons
T
BT: -0.92
1454 comparisons
T
BT: -0.93
374 comparisons
T
BT: -0.93
402 comparisons
T
BT: -0.94
378 comparisons
T
BT: -0.94
1377 comparisons
P
BT: -0.95
539 comparisons
O
BT: -0.97
343 comparisons
E
BT: -0.97
403 comparisons
G
BT: -0.97
362 comparisons
T
BT: -0.98
470 comparisons
T
BT: -0.98
467 comparisons
S
BT: -0.99
371 comparisons
U
BT: -1.00
377 comparisons
H
BT: -1.06
385 comparisons
P
BT: -1.08
404 comparisons
L
BT: -1.11
377 comparisons
G
BT: -1.11
4433 comparisons
A
BT: -1.11
350 comparisons
L
BT: -1.13
411 comparisons
M
BT: -1.19
812 comparisons
C
BT: -1.19
403 comparisons
A
BT: -1.19
352 comparisons
O
BT: -1.19
368 comparisons
M
BT: -1.19
390 comparisons
N
BT: -1.20
979 comparisons
A
BT: -1.21
799 comparisons
N
BT: -1.21
358 comparisons
G
BT: -1.22
887 comparisons
T
BT: -1.24
396 comparisons
P
BT: -1.26
1188 comparisons
T
BT: -1.31
378 comparisons
A
BT: -1.32
4435 comparisons
A
BT: -1.33
630 comparisons
A
BT: -1.35
387 comparisons
A
BT: -1.36
882 comparisons
J
BT: -1.36
339 comparisons
T
BT: -1.37
403 comparisons
T
BT: -1.37
369 comparisons
U
BT: -1.37
857 comparisons
B
BT: -1.38
1298 comparisons
D
BT: -1.39
591 comparisons
T
BT: -1.39
391 comparisons
P
BT: -1.42
1202 comparisons
O
BT: -1.43
745 comparisons
T
BT: -1.44
363 comparisons
T
BT: -1.44
384 comparisons
C
BT: -1.46
956 comparisons
A
BT: -1.46
695 comparisons
D
BT: -1.50
701 comparisons
V
BT: -1.50
365 comparisons
L
BT: -1.52
402 comparisons
H
BT: -1.53
370 comparisons
B
BT: -1.54
342 comparisons
I
BT: -1.57
1075 comparisons
M
BT: -1.57
5066 comparisons
A
BT: -1.57
461 comparisons
C
BT: -1.57
352 comparisons
M
BT: -1.60
368 comparisons
I
BT: -1.61
390 comparisons
M
BT: -1.63
357 comparisons
T
BT: -1.63
341 comparisons
L
BT: -1.64
359 comparisons
S
BT: -1.64
710 comparisons
S
BT: -1.66
419 comparisons
S
BT: -1.67
352 comparisons
F
BT: -1.67
419 comparisons
T
BT: -1.70
374 comparisons
T
BT: -1.72
413 comparisons
P
BT: -1.73
410 comparisons
S
BT: -1.73
702 comparisons
N
BT: -1.73
384 comparisons
T
BT: -1.74
372 comparisons
R
BT: -1.76
763 comparisons
W
BT: -1.76
1114 comparisons
P
BT: -1.76
385 comparisons
Z
BT: -1.78
592 comparisons
S
BT: -1.79
379 comparisons
N
BT: -1.80
391 comparisons
M
BT: -1.81
1247 comparisons
A
BT: -1.81
348 comparisons
T
BT: -1.83
391 comparisons
C
BT: -1.83
1253 comparisons
R
BT: -1.87
386 comparisons
T
BT: -1.88
2081 comparisons
H
BT: -1.89
586 comparisons
W
BT: -1.89
422 comparisons
T
BT: -1.90
366 comparisons
T
BT: -1.92
402 comparisons
T
BT: -1.92
413 comparisons
B
BT: -1.93
399 comparisons
T
BT: -1.98
336 comparisons
S
BT: -1.99
382 comparisons
T
BT: -1.99
357 comparisons
S
BT: -2.01
378 comparisons
A
BT: -2.02
381 comparisons
L
BT: -2.03
2130 comparisons
T
BT: -2.05
721 comparisons
A
BT: -2.08
361 comparisons
R
BT: -2.08
576 comparisons
T
BT: -2.09
526 comparisons
E
BT: -2.11
346 comparisons
H
BT: -2.11
369 comparisons
C
BT: -2.12
350 comparisons
C
BT: -2.14
477 comparisons
F
BT: -2.17
772 comparisons
F
BT: -2.18
334 comparisons
T
BT: -2.20
393 comparisons
O
BT: -2.22
2131 comparisons
T
BT: -2.22
346 comparisons
P
BT: -2.23
726 comparisons
V
BT: -2.23
462 comparisons
P
BT: -2.24
374 comparisons
Z
BT: -2.25
334 comparisons
A
BT: -2.28
709 comparisons
O
BT: -2.28
355 comparisons
F
BT: -2.31
626 comparisons
G
BT: -2.31
376 comparisons
T
BT: -2.32
353 comparisons
S
BT: -2.32
350 comparisons
T
BT: -2.36
495 comparisons
M
BT: -2.36
369 comparisons
T
BT: -2.37
716 comparisons
T
BT: -2.39
376 comparisons
M
BT: -2.40
355 comparisons
P
BT: -2.40
362 comparisons
S
BT: -2.44
381 comparisons
I
BT: -2.49
332 comparisons
T
BT: -2.49
372 comparisons
T
BT: -2.52
360 comparisons
M
BT: -2.53
348 comparisons
B
BT: -2.53
348 comparisons
T
BT: -2.54
783 comparisons
T
BT: -2.56
297 comparisons
A
BT: -2.59
339 comparisons
H
BT: -2.61
368 comparisons
P
BT: -2.62
454 comparisons
B
BT: -2.64
329 comparisons
R
BT: -2.64
366 comparisons
T
BT: -2.66
362 comparisons
D
BT: -2.68
326 comparisons
D
BT: -2.74
357 comparisons
T
BT: -2.75
326 comparisons
T
BT: -2.76
717 comparisons
S
BT: -2.77
298 comparisons
E
BT: -2.78
337 comparisons
S
BT: -2.79
375 comparisons
C
BT: -2.80
351 comparisons
T
BT: -2.82
544 comparisons
A
BT: -2.89
391 comparisons
M
BT: -2.90
246 comparisons
K
BT: -2.92
326 comparisons
G
BT: -2.93
309 comparisons
T
BT: -2.96
333 comparisons
L
BT: -2.97
337 comparisons
T
BT: -2.97
2198 comparisons
S
BT: -2.98
305 comparisons
T
BT: -3.01
334 comparisons
E
BT: -3.01
327 comparisons
H
BT: -3.02
302 comparisons
H
BT: -3.02
323 comparisons
T
BT: -3.06
353 comparisons
R
BT: -3.07
408 comparisons
L
BT: -3.08
397 comparisons
W
BT: -3.08
305 comparisons
H
BT: -3.09
313 comparisons
T
BT: -3.11
1986 comparisons
U
BT: -3.12
356 comparisons
S
BT: -3.12
266 comparisons
J
BT: -3.13
357 comparisons
T
BT: -3.13
372 comparisons
H
BT: -3.15
325 comparisons
H
BT: -3.16
292 comparisons
T
BT: -3.20
339 comparisons
T
BT: -3.22
345 comparisons
I
BT: -3.22
318 comparisons
L
BT: -3.25
318 comparisons
T
BT: -3.25
278 comparisons
R
BT: -3.26
346 comparisons
Z
BT: -3.28
317 comparisons
W
BT: -3.28
188 comparisons
M
BT: -3.28
331 comparisons
T
BT: -3.28
374 comparisons
W
BT: -3.28
307 comparisons
C
BT: -3.31
493 comparisons
B
BT: -3.32
870 comparisons
T
BT: -3.33
294 comparisons
Z
BT: -3.33
715 comparisons
T
BT: -3.35
714 comparisons
T
BT: -3.36
381 comparisons
T
BT: -3.36
346 comparisons
T
BT: -3.37
306 comparisons
R
BT: -3.37
314 comparisons
G
BT: -3.37
291 comparisons
1
BT: -3.38
529 comparisons
V
BT: -3.42
278 comparisons
T
BT: -3.42
1871 comparisons
D
BT: -3.43
1695 comparisons
L
BT: -3.46
232 comparisons
R
BT: -3.46
324 comparisons
A
BT: -3.48
334 comparisons
T
BT: -3.49
237 comparisons
N
BT: -3.49
275 comparisons
B
BT: -3.50
363 comparisons
T
BT: -3.52
1010 comparisons
T
BT: -3.52
259 comparisons
L
BT: -3.52
357 comparisons
L
BT: -3.54
545 comparisons
D
BT: -3.56
627 comparisons
B
BT: -3.56
383 comparisons
N
BT: -3.56
785 comparisons
T
BT: -3.60
283 comparisons
T
BT: -3.67
249 comparisons
V
BT: -3.68
342 comparisons
T
BT: -3.69
608 comparisons
F
BT: -3.71
308 comparisons
J
BT: -3.72
502 comparisons
P
BT: -3.76
279 comparisons
T
BT: -3.77
267 comparisons
C
BT: -3.77
392 comparisons
A
BT: -3.87
260 comparisons
F
BT: -3.88
200 comparisons
K
BT: -3.89
297 comparisons
T
BT: -3.89
263 comparisons
T
BT: -3.90
306 comparisons
P
BT: -3.91
248 comparisons
T
BT: -3.92
269 comparisons
O
BT: -3.92
252 comparisons
C
BT: -3.93
271 comparisons
H
BT: -3.96
307 comparisons
N
BT: -4.01
196 comparisons
T
BT: -4.04
220 comparisons
A
BT: -4.05
202 comparisons
B
BT: -4.10
234 comparisons
L
BT: -4.15
168 comparisons
W
BT: -4.17
150 comparisons
M
BT: -4.18
247 comparisons
A
BT: -4.20
225 comparisons
M
BT: -4.27
224 comparisons
T
BT: -4.30
205 comparisons
D
BT: -4.38
183 comparisons
T
BT: -4.38
158 comparisons
W
BT: -4.39
133 comparisons
P
BT: -4.41
321 comparisons
O
BT: -4.42
143 comparisons
C
BT: -4.45
191 comparisons
T
BT: -4.46
116 comparisons
T
BT: -4.52
159 comparisons
S
BT: -4.53
154 comparisons
D
BT: -4.60
146 comparisons
B
BT: -4.61
160 comparisons
G
BT: -4.63
162 comparisons
T
BT: -4.75
180 comparisons
T
BT: -4.77
112 comparisons
T
BT: -4.78
116 comparisons
W
BT: -4.84
188 comparisons
T
BT: -4.93
227 comparisons
T
BT: -4.98
154 comparisons
T
BT: -5.01
125 comparisons
M
BT: -5.10
128 comparisons
T
BT: -5.11
123 comparisons
T
BT: -5.11
116 comparisons
L
BT: -5.11
142 comparisons
T
BT: -5.13
186 comparisons
T
BT: -5.30
136 comparisons
T
BT: -5.32
120 comparisons
Y
BT: -5.34
117 comparisons
T
BT: -5.41
107 comparisons
D
BT: -5.41
181 comparisons
A
BT: -5.45
244 comparisons
D
BT: -5.46
168 comparisons
M
BT: -5.75
147 comparisons
T
BT: -5.85
104 comparisons
B
BT: -5.89
107 comparisons
M
BT: -6.06
113 comparisons
S
BT: -6.28
111 comparisons
B
BT: -6.40
110 comparisons
S
BT: -6.76
109 comparisons