Run: 2026-07-25-01KYCPTCJ1V65903CM5GBYY1RP

Run Details

Duration:
31.9s
Cost:
$0.044035
Provider:
Amazon Bedrock

Evaluation summary

Score Evaluator
Details Link
95.45% Parse dialogue (details)

Model input

System
You are an expert novel author in the cozy mystery genre. Take the following details about characters/locations/... into account: <character name="Isabella"> Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian and does not yet know any English. She enjoys landscape photography and is always seen with her camera. </character> <character name="Hunter"> Hunter is a 35-year old detective who is investigating a series of mysterious disappearances in the small town of Alborn, MN. He is a former marine and has a no-nonsense attitude. Hunter has no knowledge of Italian, not even basic phrases. </character> <location name="Alborn, MN"> Alborne is a small town in the Midwest with a population of 3,000. It is known for its annual apple festival. </location>
User/Human
Write the following scene: Isabella is sitting at a cafe, looking at her camera. Hunter approaches her and asks her about a recent event in the town. She responds troubled and shaken in Italian, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Isabella and Hunter as a voice sheet: Isabella: "..." Hunter: "..."

Model response

AI
Isabella: *(murmuring to herself, scrolling through photos)* "No, no… non è possibile. Era lì. L'ho visto. L'ho fotografato." Hunter: "Ma'am? Sorry to interrupt. Detective Hunter, Alborn PD. You were at the orchard Tuesday night, weren't you? Somebody said they saw a girl with a camera." Isabella: "Oh — sì, sì, la mia macchina fotografica, sempre con me. Ma io… scusi, io non parlo inglese. Non capisco." Hunter: "…Right. Okay. Uh. Tuesday. *Tuesday.* The orchard?" *(pointing vaguely west)* "Big trees. Apples." Isabella: "Il frutteto? Sì! Sì, ero là, al tramonto, per le fotografie. La luce era… era perfetta, dorata, e poi—" *(her voice catches)* "poi ho sentito una donna. Gridava. Gridava aiuto, capisce? Aiuto!" Hunter: "Whoa, hey. Slow down. I'm not — I don't speak Italian. Not a word. You said 'aiuto.' That's help, right? Somebody needed help?" Isabella: "Sì! Aiuto, aiuto — ho corso verso il suono, ho fatto una foto, così, senza guardare—" *(she turns the camera screen toward him, hands trembling)* "Guardi. Guardi qui, tra gli alberi. C'è qualcuno. Vede? C'è qualcuno che la porta via." Hunter: *(leaning in, jaw tightening)* "That's… okay. Okay, that's something. That's a person. Two people." *(quietly)* "That's her jacket. That's Marcy Kroll's jacket." Isabella: "Non ho visto la faccia. Solo il cappello. Un cappello rosso, e — e stivali. Poi sono scappata. Mi vergogno, sono scappata come una codarda." *(pressing her hand to her mouth)* "Avrei dovuto fare qualcosa." Hunter: "Hey. Hey — look at me. I don't know what you just said, but you're shaking like a leaf, so I'm gonna guess it wasn't good." *(pushing her coffee closer to her)* "Drink that. Nobody's mad at you." Isabella: "Grazie." *(a small, unsteady breath)* "Grazie. È che… nessuno mi crede. Ho provato a dire alla signora del negozio, e lei ha solo sorriso e mi ha dato una mela." Hunter: "Cappello rosso. Red hat? Is that — you're saying a red hat?" *(taps the brim of his own cap)* "Rosso, red — hat?" Isabella: *(nodding hard)* "Sì! Rosso, sì! Un cappello rosso, con una specie di — di simbolo, una mela, credo. Come quelle del festival." Hunter: "Apple. You said apple. *Mela.* Half this town wears those festival caps, but that's more than I had an hour ago." *(pulling out a notepad, writing fast)* "I need this photo. Foto. Can I — I need it. Copy. *Copia.*" Isabella: "Sì, sì, prenda tutto, tutte le foto, ne ho quaranta di quella sera. Ma per favore, Detective — non dica a nessuno che sono stata io. Ho paura. Ho molta paura." Hunter: "Paura. That one I know from the movies. Scared." *(steady, low)* "You're safe. I'm gonna find you somebody who speaks Italian and we'll do this properly. Mrs. Lindqvist's granddaughter took four years of it, that'll have to do." *(phone buzzes; he glances at the screen, and his whole posture changes)* Hunter: "Yeah, Hunter. …Where? …The north end of the orchard, by the cider shed?" *(a pause)* "Don't touch anything. Nothing. I'm nine minutes out." Isabella: "Che cosa? Che è successo? Detective — l'hanno trovata? L'hanno trovata?" Hunter: *(already standing, dropping a card on the table)* "I have to go. My number. *Numero.* Call me — call." *(mimes a phone at his ear)* "Don't go back to that orchard. Not for pictures, not for anything. Understand? No orchard." Isabella: "Non capisco — aspetti! Detective, per favore, aspetti—" Hunter: "Stay put. Stay here where there's people." *(halfway to the door, turning back)* "And hang onto that camera. Whatever's on it, somebody out there does *not* want us seeing it." Isabella: *(alone, staring at the card, then at her camera screen, whispering)* "…Ti ha vista, vero? Chiunque tu sia. Ti ha vista guardarlo."
created_at"2026-07-25T13:18:18.183Z" 7/25/2026, 1:18:18 PM
model"anthropic/claude-opus-5-20260723"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2214
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generation_time31776
tokens_prompt308
tokens_completion965
native_tokens_prompt422
native_tokens_completion1677
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native_tokens_reasoning0
native_tokens_cached0
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num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
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web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"end_turn"
service_tier"default"
usage0.044035
router(null)
provider_responses
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endpoint_id"76cb4608-f48c-483d-8da8-9957fb44244e"
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is_byokfalse
latency2213
model_permaslug"anthropic/claude-opus-5-20260723"
provider_name"Amazon Bedrock"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer(null)
request_id"req-1784985498-8yPwAajgl1AyjZVbsPAZ"
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api_type"completions"
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total_cost0.044035
cache_discount(null)
upstream_inference_cost0
provider_name"Amazon Bedrock"
response_cache_source_id(null)
data_region"global"

Evaluation details

Result Evaluator Details Meta Data
95.45% Parse dialogue n/a
dialogue
0
name"Isabella"
dialogue"No, no… non è possibile. Era lì. L'ho visto. L'ho fotografato."
detectedLang"it"
heavyLang"it"
scores
it0.7718978102189781
pt0.6615523465703971
ca0.6527777777777778
en0.6097814776274715
es0.584717607973422
fr0.5294855708908407
lv0.46428571428571425
ro0.4588744588744588
hr0.4541484716157206
no0.44526627218934917
sl0.44362017804154297
sk0.438622754491018
tl0.37707641196013286
tr0.36655405405405406
lt0.36332767402376914
de0.34782608695652173
pl0.3444055944055944
da0.336283185840708
eu0.3181818181818182
yo0.2690058479532163
sq0.2647058823529412
cs0.2632612966601179
ms0.258893280632411
et0.2454728370221328
nl0.2454728370221328
sv0.23935091277890466
fi0.19006479481641467
is0.1610738255033557
az0.1359447004608295
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am? Sorry to interrupt. Detective Hunter, Alborn PD. You were at the orchard Tuesday night, weren't you? Somebody said they saw a girl with a camera."
detectedLang"en"
heavyLang"en"
scores
en0.7597930524759793
tl0.6257197696737045
it0.45893451720310763
no0.4553072625698324
ro0.45255474452554745
fr0.44285714285714284
da0.4357638888888889
nl0.4094488188976378
pt0.3992606284658041
es0.3745991019884541
ca0.36893203883495146
cs0.36811406351263776
de0.3598161523309258
ms0.346514745308311
sv0.30997876857749473
yo0.3094900849858357
sl0.2995689655172413
sk0.29856115107913667
sq0.282560706401766
hr0.2793791574279379
pl0.24826522744795684
lv0.22186751795690343
lt0.21243941841680128
et0.20081967213114754
hu0.18817651956702747
tr0.1758241758241758
eu0.13487133984028393
az0.12320143884892087
vi0.12003610108303249
is0.07142857142857142
fi0.06069364161849711
reliabletrue
passestrue
2
name"Isabella"
dialogue"Oh — sì, sì, la mia macchina fotografica, sempre con me. Ma io… scusi, io non parlo inglese. Non capisco."
detectedLang"it"
heavyLang"it"
scores
it0.7936507936507936
es0.6568109820485745
pt0.5806451612903226
ca0.5330459770114943
ro0.5064540622627183
fr0.5045731707317073
sq0.46058091286307057
en0.45788156797331114
yo0.45101351351351354
tl0.4227353463587922
nl0.41651705565529623
et0.41282746160794936
ms0.4117647058823529
pl0.37858508604206503
no0.3538767395626242
de0.3414387031408308
vi0.3107104984093319
sl0.30703624733475476
sk0.30257510729613735
tr0.28884026258205686
lt0.2809734513274336
hr0.23529411764705882
cs0.23258559622195982
lv0.21780986762936222
da0.2140266021765417
sv0.2140266021765417
hu0.18648310387984982
az0.16559691912708602
eu0.11804613297150611
fi0.10344827586206896
reliabletrue
passestrue
3
name"Hunter"
dialogue"Big trees. Apples."
detectedLang"en"
heavyLang"en"
scores
en0.8031496062992126
ca0.5860927152317881
fr0.584717607973422
tl0.47257383966244726
et0.4444444444444444
it0.39903846153846156
pt0.3811881188118812
de0.3718592964824121
es0.3718592964824121
nl0.3718592964824121
sv0.3718592964824121
reliabletrue
passestrue
4
name"Isabella"
dialogue"poi ho sentito una donna. Gridava. Gridava aiuto, capisce? Aiuto!"
detectedLang"it"
heavyLang"it"
scores
it0.801829268292683
ca0.6264367816091954
es0.5
fr0.45286195286195285
ro0.436741767764298
tl0.41651705565529623
et0.4036697247706422
no0.375
fi0.3538767395626242
pt0.34343434343434337
en0.30851063829787234
sk0.2545871559633027
cs0.2459396751740139
de0.21307506053268765
eu0.20537897310513448
ms0.20147420147420148
az0.16237113402061853
tr0.16237113402061853
reliabletrue
passestrue
5
name"Hunter"
dialogue"Whoa, hey. Slow down. I'm not — I don't speak Italian. Not a word. You said 'aiuto.' That's help, right? Somebody needed help?"
detectedLang"en"
heavyLang"en"
scores
en0.7885680956547099
tl0.4869072894550602
sq0.3845500848896435
cs0.38402718776550554
it0.3835034013605442
ro0.3438914027149321
no0.32683379758588665
yo0.3255813953488372
da0.3217960710944809
hr0.2995169082125604
tr0.2814667988107037
sk0.27860696517412936
pt0.27644710578842313
ca0.27427427427427425
es0.27354709418837675
sv0.2639593908629441
fr0.25944841675178754
et0.24714434060228452
pl0.24163179916317992
hu0.2352320675105485
ms0.22707889125799574
lt0.2229367631296892
de0.21959095801937567
fi0.21366594360086769
az0.2093784078516903
sl0.1807909604519774
is0.15990730011587484
lv0.15501165501165504
nl0.15501165501165504
vi0.15501165501165504
be0.0880503144654088
eu0.0880503144654088
uk0.0799492385786802
reliabletrue
passestrue
6
name"Isabella"
dialogue"Guardi. Guardi qui, tra gli alberi. C'è qualcuno. Vede? C'è qualcuno che la porta via."
detectedLang"it"
heavyLang"it"
scores
it0.8191489361702127
ca0.6484698097601322
fr0.6061167747914735
pt0.542518837459634
es0.5224719101123595
en0.4766009852216749
ro0.46608040201005024
ms0.39544807965860596
tl0.3550834597875569
nl0.3491577335375191
vi0.3441358024691358
sq0.3359375
no0.3348982785602504
sv0.3348982785602504
da0.3285939968404423
hr0.3275316455696203
yo0.2672413793103448
hu0.2621527777777778
lv0.2621527777777778
de0.256993006993007
cs0.24377224199288253
et0.24242424242424243
az0.22867513611615245
tr0.22867513611615245
sl0.1448692152917505
pl0.1361788617886179
sk0.1290983606557377
lt0.121900826446281
reliabletrue
passestrue
7
name"Hunter"
dialogue"That's her jacket. That's Marcy Kroll's jacket."
detectedLang"en"
heavyLang"en"
scores
en0.7324613555291319
tl0.5171673819742489
sv0.4485294117647059
da0.44581280788177335
tr0.3571428571428572
no0.336283185840708
sq0.30769230769230765
pt0.25742574257425743
es0.2549668874172185
fr0.25
ca0.23728813559322032
it0.23728813559322032
pl0.23728813559322032
yo0.23728813559322032
ro0.22945205479452058
sk0.22945205479452058
sl0.21875
de0.2077464788732394
nl0.2077464788732394
reliabletrue
passestrue
8
name"Isabella"
dialogue"Avrei dovuto fare qualcosa."
detectedLang"it"
heavyLang"it"
scores
it0.8091603053435115
pt0.35275080906148865
ca0.3485342019543974
fr0.3220338983050847
en0.3127147766323024
de0.29577464788732394
no0.2805755395683453
sq0.2805755395683453
reliabletrue
passestrue
9
name"Hunter"
dialogue"Drink that. Nobody's mad at you."
detectedLang"en"
heavyLang"en"
scores
en0.706266318537859
tl0.6073298429319371
da0.5544554455445544
no0.4063324538258575
cs0.25742574257425743
de0.25742574257425743
nl0.25742574257425743
reliabletrue
passestrue
10
name"Isabella"
dialogue"Grazie. È che… nessuno mi crede. Ho provato a dire alla signora del negozio, e lei ha solo sorriso e mi ha dato una mela."
detectedLang"it"
heavyLang"it"
scores
it0.806975505857295
es0.6031746031746031
ca0.602085620197585
ro0.5629897528631705
pt0.5513613861386139
no0.4817726947819872
sv0.4511733535200606
cs0.4366744366744367
en0.4232299124900557
fr0.42277070063694266
da0.3993371996685998
sl0.39834024896265563
yo0.38766891891891886
sk0.3813993174061433
hu0.3776824034334764
hr0.35669920141969835
tl0.3397085610200365
pl0.33118081180811804
nl0.318609022556391
tr0.29406037000973706
sq0.28500986193293887
de0.2647058823529412
is0.24870466321243526
et0.23924449108079748
lt0.2229367631296892
ms0.18355855855855857
eu0.1733181299885975
az0.15501165501165504
lv0.15501165501165504
fi0.14806110458284372
vi0.0880503144654088
reliabletrue
passestrue
11
name"Hunter"
dialogue"Rosso, red — hat?"
detectedLang"it"
heavyLang"de"
scores
it0.6815286624203821
hu0.6453900709219859
sl0.6047430830039525
de0.5708154506437768
pt0.5652173913043478
es0.45652173913043476
tr0.43820224719101125
da0.42857142857142855
en0.42857142857142855
hr0.42857142857142855
tl0.42857142857142855
reliabletrue
passesfalse
12
name"Isabella"
dialogue"Sì! Rosso, sì! Un cappello rosso, con una specie di — di simbolo, una mela, credo. Come quelle del festival."
detectedLang"it"
heavyLang"it"
scores
it0.7989949748743719
es0.5934959349593496
tl0.5604395604395604
fr0.5515695067264574
ca0.5275590551181102
ro0.509403107113655
sl0.4893617021276596
pt0.4470046082949309
en0.4434137291280148
da0.4323557237464522
yo0.40357852882703776
lt0.3951612903225807
no0.3939393939393939
ms0.3637327677624602
hr0.3630573248407643
lv0.34065934065934067
sv0.3227990970654628
sq0.3212669683257918
pl0.31584948688711517
fi0.3142857142857143
cs0.3006993006993007
de0.29906542056074764
nl0.29906542056074764
et0.28825622775800713
vi0.2753623188405797
sk0.2665036674816626
hu0.21156373193166886
az0.16434540389972147
reliabletrue
passestrue
13
name"Hunter"
dialogue"I need this photo. Foto. Can I — I need it. Copy. Copia."
detectedLang"en"
heavyLang"en"
scores
en0.7570671378091872
tl0.5439469320066335
ro0.5166959578207382
fr0.5132743362831859
ca0.4990892531876139
et0.4869402985074627
cs0.47817836812144215
no0.45219123505976094
sq0.4444444444444444
lv0.4353182751540041
da0.4318181818181818
hr0.4186046511627907
pl0.4073275862068965
it0.39293598233995586
es0.3735763097949886
yo0.3721461187214612
sk0.3483412322274882
tr0.3483412322274882
az0.3373493975903614
sv0.3341404358353511
hi0.21875
sl0.21875
be0.20289855072463767
hu0.19590643274853803
de0.1863905325443787
is0.1863905325443787
lt0.1863905325443787
nl0.1863905325443787
uk0.1863905325443787
vi0.1863905325443787
pt0.17664670658682635
reliabletrue
passestrue
14
name"Isabella"
dialogue"Sì, sì, prenda tutto, tutte le foto, ne ho quaranta di quella sera. Ma per favore, Detective — non dica a nessuno che sono stata io. Ho paura. Ho molta paura."
detectedLang"it"
heavyLang"it"
scores
it0.8149951314508276
ca0.6153846153846154
fr0.6098562628336756
ro0.5583449558344955
en0.5245245245245245
pt0.5221327967806841
sl0.5026178010471204
es0.49841605068637806
tl0.47045707915273133
hr0.4701617401003904
sq0.4552752293577982
yo0.41789215686274506
sk0.414664202094886
no0.40401505646173147
nl0.40213971050975456
et0.38271604938271603
de0.37786509495743287
lt0.37786509495743287
cs0.37623112278397897
fi0.37623112278397897
ms0.35636856368563685
sv0.3559322033898305
hu0.3488690884167238
da0.3452791178497588
lv0.2759146341463415
pl0.26242236024844723
tr0.24060751398880897
vi0.20502092050209206
is0.20100925147182505
eu0.19763513513513514
az0.12280701754385964
reliabletrue
passestrue
15
name"Hunter"
dialogue"You're safe. I'm gonna find you somebody who speaks Italian and we'll do this properly. Mrs. Lindqvist's granddaughter took four years of it, that'll have to do."
detectedLang"en"
heavyLang"en"
scores
en0.763215859030837
tl0.5541269182911654
sq0.38746438746438744
yo0.37317784256559766
cs0.3612596553773025
da0.35820895522388063
pt0.3293824079850281
sk0.2996742671009772
hr0.2866622428666224
sl0.28523936170212766
pl0.2785234899328859
no0.2716802168021681
et0.26621160409556316
sv0.2601514108740537
nl0.2534722222222222
it0.24614305750350632
fi0.2299426934097421
de0.21761280931586607
es0.21532846715328466
ro0.21245421245421245
ms0.19172932330827067
ca0.1787624140565317
fr0.17624521072796934
lt0.17371252882398155
lv0.16212003117692905
vi0.09359190556492412
is0.07646048109965636
eu0.06277244986922406
az0.05202821869488536
tr0.05202821869488536
reliabletrue
passestrue
16
name"Hunter"
dialogue"Don't touch anything. Nothing. I'm nine minutes out."
detectedLang"en"
heavyLang"en"
scores
en0.8118123914302258
fr0.46369636963696376
tl0.4415807560137457
sq0.3340163934426229
ca0.3128964059196617
de0.3055555555555556
et0.3055555555555556
ms0.29653679653679654
cs0.1875
sk0.1875
fi0.181360201511335
sl0.181360201511335
ro0.17721518987341772
sv0.17721518987341772
da0.1709183673469388
es0.1709183673469388
hr0.1709183673469388
it0.1709183673469388
no0.1709183673469388
lt0.16237113402061853
nl0.16237113402061853
pl0.16237113402061853
pt0.16237113402061853
reliabletrue
passestrue
17
name"Isabella"
dialogue"Che cosa? Che è successo? Detective — l'hanno trovata? L'hanno trovata?"
detectedLang"it"
heavyLang"it"
scores
it0.8117033603707996
ca0.6564482029598308
en0.6012269938650306
pt0.5614035087719298
ro0.5608108108108109
fr0.5343839541547278
sv0.4698205546492659
es0.4406196213425129
da0.4247787610619469
tl0.4122965641952984
nl0.33537832310838445
hr0.3172268907563025
yo0.29805615550755943
ms0.23529411764705882
sq0.22248803827751198
de0.20537897310513448
no0.19753086419753088
et0.1875
fi0.1875
cs0.181360201511335
sl0.1709183673469388
reliabletrue
passestrue
18
name"Hunter"
dialogue"Don't go back to that orchard. Not for pictures, not for anything. Understand? No orchard."
detectedLang"en"
heavyLang"en"
scores
en0.8131539611360238
tl0.6734160679294579
no0.6177370030581039
da0.5598591549295775
pl0.44196428571428575
de0.40476190476190477
lv0.40191387559808617
nl0.3939393939393939
sk0.3842364532019704
ca0.37888198757763975
sv0.36143039591315457
fr0.34810951760104303
ro0.3112947658402204
pt0.3093922651933701
hr0.302649930264993
cs0.3006993006993007
yo0.299719887955182
tr0.2492492492492493
es0.21507064364207218
sl0.19484702093397743
lt0.17218543046357618
sq0.16666666666666666
et0.1638795986622074
it0.13793103448275862
ms0.13494809688581316
is0.1289198606271777
reliabletrue
passestrue
19
name"Isabella"
dialogue"Non capisco — aspetti! Detective, per favore, aspetti—"
detectedLang"it"
heavyLang"it"
scores
it0.7871517027863777
en0.7202441505595117
ca0.6710526315789473
fr0.6579601990049752
es0.6474358974358975
pt0.6419270833333334
ro0.6391076115485563
tl0.5775729646697388
sq0.5401337792642141
nl0.46393762183235865
no0.45
sv0.44779116465863456
sl0.4318181818181818
de0.3735763097949886
hr0.358974358974359
da0.3514150943396226
lt0.3002544529262086
eu0.2403314917127072
fi0.2403314917127072
ms0.22535211267605632
is0.21875
sk0.21875
tr0.21875
yo0.21652421652421652
cs0.207492795389049
reliabletrue
passestrue
20
name"Hunter"
dialogue"And hang onto that camera. Whatever's on it, somebody out there does not want us seeing it."
detectedLang"en"
heavyLang"en"
scores
en0.8088430851063829
tl0.55078125
de0.3722707423580786
ca0.32432432432432434
es0.3047158403869408
yo0.30303030303030304
nl0.26376440460947503
fr0.24342105263157895
sq0.2219215155615697
it0.21555252387448842
ro0.21555252387448842
et0.21124828532235942
cs0.2101648351648352
pt0.2101648351648352
sk0.2101648351648352
fi0.20689655172413793
ja0.14814814814814814
hr0.13273001508295626
lv0.13010590015128592
hi0.1274658573596358
pl0.1274658573596358
sv0.1248097412480974
tr0.11944869831546708
ms0.11128284389489954
reliabletrue
passestrue
21
name"Isabella"
dialogue"…Ti ha vista, vero? Chiunque tu sia. Ti ha vista guardarlo."
detectedLang"it"
heavyLang"it"
scores
it0.811156304474143
es0.6819960861056752
ca0.5870393900889453
lv0.5090634441087614
ro0.4833068362480127
no0.4610281923714759
sv0.4500846023688663
pt0.44539249146757676
sk0.417562724014337
sl0.417562724014337
cs0.4122965641952984
lt0.4003690036900369
sq0.3925233644859813
hu0.37137330754352027
fr0.3380855397148676
yo0.3285123966942149
hr0.3257261410788381
tl0.3200836820083682
pl0.30851063829787234
is0.2934782608695652
fi0.25968109339407747
en0.20537897310513448
eu0.1935483870967742
az0.19154228855721395
da0.181360201511335
et0.16237113402061853
reliabletrue
passestrue