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
Showing 1863 books in History
BT: 13.15
160 comparisons
BT: 12.56
229 comparisons
BT: 12.46
212 comparisons
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188 comparisons
BT: 11.60
249 comparisons
BT: 11.48
162 comparisons
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BT: 10.50
205 comparisons
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BT: 10.36
223 comparisons
C
BT: 1.10
1464 comparisons
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BT: 0.60
1002 comparisons
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BT: 0.46
1037 comparisons
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357 comparisons
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1274 comparisons
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316 comparisons
C
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340 comparisons
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607 comparisons
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348 comparisons
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351 comparisons
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503 comparisons
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317 comparisons
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363 comparisons
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325 comparisons
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467 comparisons
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308 comparisons
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361 comparisons
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590 comparisons
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920 comparisons
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348 comparisons
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491 comparisons
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760 comparisons
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517 comparisons
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396 comparisons
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349 comparisons
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327 comparisons
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2057 comparisons
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364 comparisons
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333 comparisons
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352 comparisons
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354 comparisons
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373 comparisons
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545 comparisons
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388 comparisons
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298 comparisons
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381 comparisons
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351 comparisons
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588 comparisons
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366 comparisons
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390 comparisons
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318 comparisons
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344 comparisons
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691 comparisons
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379 comparisons
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343 comparisons
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312 comparisons
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368 comparisons
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1014 comparisons
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401 comparisons
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375 comparisons
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665 comparisons
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358 comparisons
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671 comparisons
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726 comparisons
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680 comparisons
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356 comparisons
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382 comparisons
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503 comparisons
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325 comparisons
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433 comparisons
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371 comparisons
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338 comparisons
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360 comparisons
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578 comparisons
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380 comparisons
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357 comparisons
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BT: -0.31
310 comparisons
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334 comparisons
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BT: -0.32
413 comparisons
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369 comparisons
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338 comparisons
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350 comparisons
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717 comparisons
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BT: -0.35
364 comparisons
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372 comparisons
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350 comparisons
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BT: -0.36
365 comparisons
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358 comparisons
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BT: -0.37
385 comparisons
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619 comparisons
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471 comparisons
1
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326 comparisons
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BT: -0.38
373 comparisons
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330 comparisons
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375 comparisons
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BT: -0.41
310 comparisons
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954 comparisons
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368 comparisons
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321 comparisons
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371 comparisons
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332 comparisons
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359 comparisons
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377 comparisons
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287 comparisons
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340 comparisons
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491 comparisons
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359 comparisons
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361 comparisons
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413 comparisons
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364 comparisons
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333 comparisons
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1032 comparisons
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704 comparisons
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363 comparisons
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390 comparisons
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310 comparisons
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421 comparisons
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370 comparisons
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363 comparisons
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604 comparisons
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369 comparisons
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1443 comparisons
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541 comparisons
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362 comparisons
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BT: -0.57
332 comparisons
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385 comparisons
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361 comparisons
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364 comparisons
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1537 comparisons
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377 comparisons
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509 comparisons
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357 comparisons
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325 comparisons
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382 comparisons
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390 comparisons
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390 comparisons
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363 comparisons
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586 comparisons
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573 comparisons
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337 comparisons
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385 comparisons
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387 comparisons
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368 comparisons
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662 comparisons
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369 comparisons
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350 comparisons
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382 comparisons
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405 comparisons
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337 comparisons
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757 comparisons
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343 comparisons
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374 comparisons
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890 comparisons
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BT: -0.68
544 comparisons
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662 comparisons
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377 comparisons
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330 comparisons
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364 comparisons
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744 comparisons
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584 comparisons
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361 comparisons
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395 comparisons
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547 comparisons
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390 comparisons
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505 comparisons
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398 comparisons
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362 comparisons
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683 comparisons
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333 comparisons
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547 comparisons
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337 comparisons
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430 comparisons
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362 comparisons
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356 comparisons
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615 comparisons
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538 comparisons
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682 comparisons
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945 comparisons
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365 comparisons
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560 comparisons
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722 comparisons
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366 comparisons
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350 comparisons
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365 comparisons
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4573 comparisons
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597 comparisons
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546 comparisons
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377 comparisons
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445 comparisons
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385 comparisons
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376 comparisons
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454 comparisons
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366 comparisons
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401 comparisons
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359 comparisons
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665 comparisons
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657 comparisons
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390 comparisons
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376 comparisons
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619 comparisons
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412 comparisons
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367 comparisons
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368 comparisons
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373 comparisons
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BT: -1.04
402 comparisons
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389 comparisons
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BT: -1.04
381 comparisons
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385 comparisons
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728 comparisons
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BT: -1.07
787 comparisons
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630 comparisons
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BT: -1.07
362 comparisons
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588 comparisons
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391 comparisons
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389 comparisons
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BT: -1.09
497 comparisons
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385 comparisons
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750 comparisons
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387 comparisons
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318 comparisons
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BT: -1.14
402 comparisons
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776 comparisons
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493 comparisons
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402 comparisons
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379 comparisons
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416 comparisons
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608 comparisons
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675 comparisons
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400 comparisons
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384 comparisons
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979 comparisons
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396 comparisons
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393 comparisons
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386 comparisons
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BT: -1.22
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392 comparisons
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405 comparisons
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BT: -1.23
391 comparisons
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BT: -1.23
404 comparisons
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370 comparisons
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443 comparisons
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BT: -1.26
687 comparisons
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366 comparisons
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425 comparisons
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420 comparisons
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414 comparisons
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BT: -1.28
700 comparisons
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391 comparisons
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BT: -1.29
377 comparisons
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BT: -1.29
380 comparisons
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379 comparisons
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387 comparisons
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BT: -1.34
386 comparisons
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1148 comparisons
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385 comparisons
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334 comparisons
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1005 comparisons
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330 comparisons
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417 comparisons
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765 comparisons
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400 comparisons
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347 comparisons
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398 comparisons
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375 comparisons
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388 comparisons
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389 comparisons
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359 comparisons
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712 comparisons
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355 comparisons
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710 comparisons
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365 comparisons
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381 comparisons
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665 comparisons
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398 comparisons
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368 comparisons
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383 comparisons
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354 comparisons
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319 comparisons
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376 comparisons
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451 comparisons
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401 comparisons
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414 comparisons
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399 comparisons
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368 comparisons
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367 comparisons
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378 comparisons
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406 comparisons
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351 comparisons
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384 comparisons
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403 comparisons
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380 comparisons
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371 comparisons
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386 comparisons
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361 comparisons
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481 comparisons
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407 comparisons
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383 comparisons
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767 comparisons
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381 comparisons
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347 comparisons
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750 comparisons
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716 comparisons
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388 comparisons
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408 comparisons
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BT: -1.69
428 comparisons
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354 comparisons
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339 comparisons
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346 comparisons
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372 comparisons
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403 comparisons
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401 comparisons
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394 comparisons
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381 comparisons
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388 comparisons
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391 comparisons
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399 comparisons
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323 comparisons
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550 comparisons
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347 comparisons
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625 comparisons
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755 comparisons
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397 comparisons
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638 comparisons
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372 comparisons
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368 comparisons
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304 comparisons
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383 comparisons
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379 comparisons
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365 comparisons
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389 comparisons
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358 comparisons
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365 comparisons
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417 comparisons
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747 comparisons
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688 comparisons
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399 comparisons
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378 comparisons
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387 comparisons
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950 comparisons
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388 comparisons
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375 comparisons
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729 comparisons
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326 comparisons
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358 comparisons
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346 comparisons
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343 comparisons
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314 comparisons
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335 comparisons
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344 comparisons
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379 comparisons
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357 comparisons
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367 comparisons
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354 comparisons
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383 comparisons
T
BT: -2.24
327 comparisons
T
BT: -2.25
342 comparisons
W
BT: -2.25
367 comparisons
W
BT: -2.26
375 comparisons
L
BT: -2.26
385 comparisons
H
BT: -2.26
375 comparisons
l
BT: -2.26
391 comparisons
Z
BT: -2.26
345 comparisons
L
BT: -2.28
373 comparisons
T
BT: -2.29
354 comparisons
S
BT: -2.30
350 comparisons
T
BT: -2.31
359 comparisons
I
BT: -2.31
363 comparisons
A
BT: -2.32
304 comparisons
W
BT: -2.32
347 comparisons
R
BT: -2.32
324 comparisons
T
BT: -2.32
352 comparisons
S
BT: -2.32
332 comparisons
M
BT: -2.33
379 comparisons
F
BT: -2.33
357 comparisons
T
BT: -2.33
351 comparisons
T
BT: -2.33
346 comparisons
D
BT: -2.34
1032 comparisons
T
BT: -2.34
346 comparisons
H
BT: -2.35
416 comparisons
E
BT: -2.35
328 comparisons
T
BT: -2.35
348 comparisons
T
BT: -2.37
309 comparisons
U
BT: -2.37
400 comparisons
F
BT: -2.37
335 comparisons
W
BT: -2.38
351 comparisons
T
BT: -2.38
360 comparisons
H
BT: -2.38
325 comparisons
t
BT: -2.38
338 comparisons
W
BT: -2.39
354 comparisons
I
BT: -2.40
384 comparisons
S
BT: -2.40
372 comparisons
A
BT: -2.40
348 comparisons
A
BT: -2.41
367 comparisons
U
BT: -2.42
382 comparisons
F
BT: -2.43
337 comparisons
A
BT: -2.44
336 comparisons
F
BT: -2.45
360 comparisons
F
BT: -2.46
337 comparisons
A
BT: -2.49
347 comparisons
T
BT: -2.49
334 comparisons
T
BT: -2.50
377 comparisons
E
BT: -2.50
344 comparisons
T
BT: -2.51
717 comparisons
A
BT: -2.51
324 comparisons
A
BT: -2.51
345 comparisons
P
BT: -2.52
320 comparisons
C
BT: -2.53
347 comparisons
M
BT: -2.53
346 comparisons
T
BT: -2.54
335 comparisons
T
BT: -2.54
372 comparisons
T
BT: -2.55
346 comparisons
I
BT: -2.55
378 comparisons
A
BT: -2.55
335 comparisons
D
BT: -2.56
396 comparisons
T
BT: -2.56
333 comparisons
P
BT: -2.57
313 comparisons
A
BT: -2.57
346 comparisons
P
BT: -2.57
356 comparisons
C
BT: -2.58
724 comparisons
B
BT: -2.58
323 comparisons
T
BT: -2.59
373 comparisons
R
BT: -2.59
364 comparisons
T
BT: -2.61
309 comparisons
F
BT: -2.62
352 comparisons
T
BT: -2.65
355 comparisons
C
BT: -2.66
345 comparisons
E
BT: -2.66
477 comparisons
A
BT: -2.66
382 comparisons
T
BT: -2.69
330 comparisons
O
BT: -2.70
335 comparisons
T
BT: -2.71
334 comparisons
S
BT: -2.71
335 comparisons
C
BT: -2.71
335 comparisons
T
BT: -2.72
636 comparisons
T
BT: -2.74
329 comparisons
I
BT: -2.74
365 comparisons
A
BT: -2.76
298 comparisons
H
BT: -2.76
327 comparisons
T
BT: -2.77
332 comparisons
E
BT: -2.77
286 comparisons
T
BT: -2.77
308 comparisons
I
BT: -2.78
337 comparisons
T
BT: -2.79
325 comparisons
M
BT: -2.79
354 comparisons
1
BT: -2.79
360 comparisons
A
BT: -2.79
350 comparisons
T
BT: -2.83
332 comparisons
T
BT: -2.83
317 comparisons
S
BT: -2.83
345 comparisons
L
BT: -2.83
329 comparisons
A
BT: -2.85
299 comparisons
T
BT: -2.85
374 comparisons
D
BT: -2.86
336 comparisons
T
BT: -2.86
333 comparisons
C
BT: -2.87
293 comparisons
I
BT: -2.87
770 comparisons
T
BT: -2.88
359 comparisons
M
BT: -2.88
314 comparisons
T
BT: -2.89
324 comparisons
T
BT: -2.90
369 comparisons
T
BT: -2.90
338 comparisons
S
BT: -2.91
303 comparisons
B
BT: -2.91
300 comparisons
T
BT: -2.95
303 comparisons
T
BT: -2.96
300 comparisons
M
BT: -2.97
318 comparisons
T
BT: -2.97
284 comparisons
T
BT: -3.00
271 comparisons
T
BT: -3.01
300 comparisons
T
BT: -3.02
363 comparisons
T
BT: -3.02
299 comparisons
I
BT: -3.03
364 comparisons
U
BT: -3.03
326 comparisons
T
BT: -3.04
337 comparisons
T
BT: -3.04
338 comparisons
T
BT: -3.04
330 comparisons
N
BT: -3.05
332 comparisons
T
BT: -3.07
367 comparisons
R
BT: -3.08
364 comparisons
T
BT: -3.09
604 comparisons
E
BT: -3.09
355 comparisons
M
BT: -3.09
329 comparisons
W
BT: -3.10
364 comparisons
T
BT: -3.10
338 comparisons
L
BT: -3.11
316 comparisons
T
BT: -3.13
360 comparisons
T
BT: -3.13
376 comparisons
T
BT: -3.13
325 comparisons
S
BT: -3.14
345 comparisons
G
BT: -3.15
308 comparisons
R
BT: -3.15
637 comparisons
E
BT: -3.15
331 comparisons
H
BT: -3.16
391 comparisons
T
BT: -3.17
358 comparisons
T
BT: -3.18
362 comparisons
T
BT: -3.18
323 comparisons
I
BT: -3.18
263 comparisons
A
BT: -3.18
347 comparisons
F
BT: -3.19
348 comparisons
G
BT: -3.19
337 comparisons
T
BT: -3.19
317 comparisons
T
BT: -3.19
339 comparisons
S
BT: -3.19
278 comparisons
R
BT: -3.19
309 comparisons
T
BT: -3.19
350 comparisons
h
BT: -3.20
316 comparisons
T
BT: -3.21
341 comparisons
T
BT: -3.21
400 comparisons
D
BT: -3.22
362 comparisons
T
BT: -3.24
360 comparisons
V
BT: -3.24
282 comparisons
W
BT: -3.25
339 comparisons
T
BT: -3.25
354 comparisons
T
BT: -3.26
791 comparisons
C
BT: -3.26
280 comparisons
F
BT: -3.26
377 comparisons
D
BT: -3.26
369 comparisons
A
BT: -3.26
272 comparisons
A
BT: -3.26
337 comparisons
H
BT: -3.27
332 comparisons
A
BT: -3.27
375 comparisons
T
BT: -3.28
603 comparisons
A
BT: -3.28
380 comparisons
P
BT: -3.28
354 comparisons
J
BT: -3.29
318 comparisons
M
BT: -3.29
343 comparisons
A
BT: -3.32
327 comparisons
T
BT: -3.32
404 comparisons
D
BT: -3.32
326 comparisons
S
BT: -3.32
368 comparisons
T
BT: -3.33
309 comparisons
F
BT: -3.33
360 comparisons
T
BT: -3.34
321 comparisons
T
BT: -3.34
346 comparisons
S
BT: -3.34
307 comparisons
I
BT: -3.34
374 comparisons
B
BT: -3.34
363 comparisons
I
BT: -3.34
357 comparisons
T
BT: -3.35
373 comparisons
G
BT: -3.35
317 comparisons
N
BT: -3.35
356 comparisons
F
BT: -3.36
309 comparisons
T
BT: -3.36
325 comparisons
T
BT: -3.36
501 comparisons
T
BT: -3.36
373 comparisons
T
BT: -3.36
335 comparisons
B
BT: -3.38
330 comparisons
S
BT: -3.39
373 comparisons
T
BT: -3.39
418 comparisons
R
BT: -3.40
321 comparisons
A
BT: -3.41
346 comparisons
S
BT: -3.42
313 comparisons
T
BT: -3.42
344 comparisons
E
BT: -3.42
329 comparisons
A
BT: -3.42
316 comparisons
P
BT: -3.42
313 comparisons
T
BT: -3.43
362 comparisons
F
BT: -3.43
324 comparisons
T
BT: -3.43
346 comparisons
T
BT: -3.43
343 comparisons
C
BT: -3.43
360 comparisons
T
BT: -3.44
294 comparisons
A
BT: -3.44
373 comparisons
P
BT: -3.45
354 comparisons
A
BT: -3.46
353 comparisons
F
BT: -3.46
372 comparisons
T
BT: -3.46
286 comparisons
A
BT: -3.46
284 comparisons
T
BT: -3.46
343 comparisons
M
BT: -3.47
343 comparisons
A
BT: -3.47
343 comparisons
T
BT: -3.48
315 comparisons
A
BT: -3.49
336 comparisons
T
BT: -3.49
385 comparisons
T
BT: -3.49
355 comparisons
A
BT: -3.49
260 comparisons
T
BT: -3.50
354 comparisons
S
BT: -3.50
323 comparisons
T
BT: -3.51
263 comparisons
S
BT: -3.52
332 comparisons
I
BT: -3.52
318 comparisons
H
BT: -3.53
314 comparisons
T
BT: -3.54
308 comparisons
F
BT: -3.54
323 comparisons
G
BT: -3.54
316 comparisons
H
BT: -3.54
332 comparisons
A
BT: -3.55
349 comparisons
T
BT: -3.56
319 comparisons
O
BT: -3.57
356 comparisons
B
BT: -3.58
343 comparisons
F
BT: -3.58
369 comparisons
A
BT: -3.58
320 comparisons
M
BT: -3.59
277 comparisons
L
BT: -3.59
313 comparisons
O
BT: -3.59
304 comparisons
C
BT: -3.59
317 comparisons
H
BT: -3.59
288 comparisons
B
BT: -3.60
333 comparisons
T
BT: -3.60
355 comparisons
M
BT: -3.61
347 comparisons
O
BT: -3.61
316 comparisons
H
BT: -3.62
209 comparisons
T
BT: -3.63
319 comparisons
L
BT: -3.63
318 comparisons
U
BT: -3.64
303 comparisons
T
BT: -3.65
311 comparisons
I
BT: -3.66
276 comparisons
S
BT: -3.66
372 comparisons
T
BT: -3.66
304 comparisons
I
BT: -3.67
324 comparisons
T
BT: -3.69
306 comparisons
M
BT: -3.69
289 comparisons
P
BT: -3.69
766 comparisons
V
BT: -3.70
294 comparisons
D
BT: -3.70
309 comparisons
A
BT: -3.70
279 comparisons
P
BT: -3.70
282 comparisons
G
BT: -3.72
347 comparisons
E
BT: -3.72
336 comparisons
T
BT: -3.72
376 comparisons
T
BT: -3.72
234 comparisons
A
BT: -3.72
328 comparisons
H
BT: -3.73
313 comparisons
A
BT: -3.73
268 comparisons
E
BT: -3.74
294 comparisons
C
BT: -3.75
298 comparisons
T
BT: -3.75
282 comparisons
T
BT: -3.75
353 comparisons
H
BT: -3.75
282 comparisons
D
BT: -3.76
351 comparisons
T
BT: -3.76
283 comparisons
T
BT: -3.76
212 comparisons
T
BT: -3.77
299 comparisons
A
BT: -3.77
289 comparisons
I
BT: -3.78
327 comparisons
F
BT: -3.78
273 comparisons
D
BT: -3.78
299 comparisons
T
BT: -3.78
334 comparisons
H
BT: -3.79
295 comparisons
W
BT: -3.79
236 comparisons
T
BT: -3.79
275 comparisons
B
BT: -3.80
312 comparisons
P
BT: -3.80
374 comparisons
S
BT: -3.80
270 comparisons
E
BT: -3.80
273 comparisons
F
BT: -3.82
322 comparisons
C
BT: -3.83
204 comparisons
N
BT: -3.83
345 comparisons
U
BT: -3.83
274 comparisons
T
BT: -3.84
232 comparisons
R
BT: -3.85
241 comparisons
F
BT: -3.86
337 comparisons
F
BT: -3.86
223 comparisons
A
BT: -3.86
274 comparisons
T
BT: -3.86
274 comparisons
W
BT: -3.87
270 comparisons
T
BT: -3.87
217 comparisons
A
BT: -3.87
289 comparisons
A
BT: -3.87
293 comparisons
S
BT: -3.88
300 comparisons
H
BT: -3.89
341 comparisons
J
BT: -3.90
260 comparisons
I
BT: -3.90
270 comparisons
R
BT: -3.91
269 comparisons
S
BT: -3.91
226 comparisons
D
BT: -3.92
260 comparisons
C
BT: -3.93
283 comparisons
G
BT: -3.95
317 comparisons
T
BT: -3.95
247 comparisons
R
BT: -3.95
255 comparisons
F
BT: -3.96
340 comparisons
S
BT: -3.97
241 comparisons
S
BT: -3.98
314 comparisons
I
BT: -4.00
194 comparisons
T
BT: -4.00
280 comparisons
W
BT: -4.00
274 comparisons
E
BT: -4.01
271 comparisons
T
BT: -4.02
254 comparisons
H
BT: -4.02
269 comparisons
P
BT: -4.04
194 comparisons
B
BT: -4.06
238 comparisons
T
BT: -4.06
274 comparisons
T
BT: -4.06
238 comparisons
F
BT: -4.07
297 comparisons
S
BT: -4.08
240 comparisons
T
BT: -4.08
164 comparisons
A
BT: -4.08
225 comparisons
T
BT: -4.09
279 comparisons
B
BT: -4.10
380 comparisons
G
BT: -4.11
202 comparisons
T
BT: -4.12
281 comparisons
T
BT: -4.12
253 comparisons
T
BT: -4.13
284 comparisons
T
BT: -4.13
189 comparisons
B
BT: -4.14
246 comparisons
O
BT: -4.14
198 comparisons
I
BT: -4.14
190 comparisons
E
BT: -4.14
223 comparisons
T
BT: -4.15
176 comparisons
N
BT: -4.15
221 comparisons
T
BT: -4.16
154 comparisons
M
BT: -4.16
240 comparisons
P
BT: -4.17
234 comparisons
H
BT: -4.19
219 comparisons
F
BT: -4.21
173 comparisons
P
BT: -4.22
199 comparisons
M
BT: -4.26
163 comparisons
T
BT: -4.27
203 comparisons
S
BT: -4.27
181 comparisons
C
BT: -4.34
187 comparisons
T
BT: -4.34
226 comparisons
A
BT: -4.36
187 comparisons
A
BT: -4.37
139 comparisons
T
BT: -4.38
290 comparisons
T
BT: -4.44
197 comparisons
T
BT: -4.56
148 comparisons
B
BT: -4.57
143 comparisons
5
BT: -4.69
137 comparisons
A
BT: -4.76
151 comparisons
P
BT: -4.83
187 comparisons
T
BT: -4.86
145 comparisons
C
BT: -5.01
155 comparisons
T
BT: -5.07
122 comparisons
T
BT: -5.19
121 comparisons
T
BT: -5.30
116 comparisons
T
BT: -5.30
113 comparisons
T
BT: -5.37
137 comparisons
T
BT: -5.52
109 comparisons
T
BT: -5.53
136 comparisons
M
BT: -5.84
100 comparisons
R
BT: -5.88
108 comparisons
S
BT: -5.88
133 comparisons
T
BT: -5.98
101 comparisons
F
BT: -5.98
104 comparisons
W
BT: -6.41
128 comparisons
S
BT: -6.86
108 comparisons
J
BT: -7.29
102 comparisons
