Run: 2026-02-08-01KGYXW9GFJDVBPMA0J6XX285W

Run Details

Model:
Claude Haiku 4.5
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
7.6s
Cost:
$0.003347
Provider:
Amazon Bedrock

Evaluation summary

Score Evaluator
Details Link
94.12% 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
# ALBORN CAFÉ - DIALOGUE SCENE Isabella: "Buongiorno... scusi?" Hunter: "Ma'am, I'm Detective Hunter with the Alborn Police Department. I'm investigating some incidents that happened in town this week. Were you here at the café yesterday afternoon?" Isabella: "Mi scusi, non capisco... English? No, no English. Solo italiano." Hunter: "Look, I don't know what you're saying, but I need to ask you some questions. You were here yesterday, right? Around 4 PM?" Isabella: "Ieri? Sì, ieri ero qui... ma quello che ho visto... Dio mio, è stato terribile. Una ragazza, è sparita proprio davanti ai miei occhi!" Hunter: "I'm going to need you to speak English if you want to help me here. Do you understand English?" Isabella: "*shakes head* No, no... italiano solamente. È molto importante! C'era una ragazza qui, con una borsa rossa, e poi... non c'era più. Ho provato a fotografarla, ma—" Hunter: "*sighs* This is... okay. Do you speak any English at all? Any words?" Isabella: "*frustrated, gesturing with hands* No! Niente English! Soltanto italiano! Ascolta, ho visto qualcosa di strano, molto strano. Un'auto nera, con le luci spente, è arrivata veloce—" Hunter: "*pulls out phone, mutters* I need to find someone who speaks Italian..." Isabella: "Detective, per favore, devo dirti quello che ho visto! È importante! Ho la foto, guarda!" Hunter: "*phone buzzes* Hold on—yeah, this is Hunter. What? Another disappearance? Where? I'm on my way." Isabella: "No, no! Aspetta! Devo parlarti di quello che ho—" Hunter: "*standing up* I'm sorry, I have to go. This is an emergency. Do you... do you have a phone number? Address? Anything?" Isabella: "*troubled, speaking rapidly* Io sono Isabella, studio qui a Alborn. Hotel Riverside, camera 204. Per favore, vieni a trovarmi quando puoi. Devo mostrarti le foto!" Hunter: "*nods, not understanding but getting the sense it's urgent* Right, okay. Stay here. Don't leave town." Isabella: "*calls after him as he rushes out* Aspetta! Detective, aspetta!" *Hunter exits hastily. Isabella sits back down, shaken, clutching her camera.*
created_at"2026-02-08T15:28:23.080455+00:00" 2/8/2026, 3:28:23 PM
model"anthropic/claude-4.5-haiku-20251001"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency758
moderation_latency252
generation_time7306
tokens_prompt261
tokens_completion566
native_tokens_prompt297
native_tokens_completion610
native_tokens_completion_images(null)
native_tokens_reasoning0
native_tokens_cached0
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
usage0.003347
router(null)
provider_responses
0
id"8d281ac1-6780-45bd-b2c1-2b37c6bcef01"
status200
is_byokfalse
latency757
endpoint_id"d000261c-5aeb-47d1-ac87-ad64dbe1cdb6"
provider_name"Amazon Bedrock"
model_permaslug"anthropic/claude-4.5-haiku-20251001"
api_type"completions"
id"gen-1770564494-LxqsTpgN0WDqY4wuDBbH"
upstream_id"8d281ac1-6780-45bd-b2c1-2b37c6bcef01"
total_cost0.003347
cache_discount(null)
upstream_inference_cost0
provider_name"Amazon Bedrock"

Evaluation details

Result Evaluator Details Meta Data
94.12% Parse dialogue n/a
dialogue
0
name"Isabella"
dialogue"Buongiorno... scusi?"
detectedLang"it"
heavyLang"it"
scores
it0.7288503253796096
tl0.5098039215686274
de0.4292237442922375
fr0.4292237442922375
es0.39903846153846156
hr0.3718592964824121
pt0.3718592964824121
sl0.3718592964824121
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am, I'm Detective Hunter with the Alborn Police Department. I'm investigating some incidents that happened in town this week. Were you here at the café yesterday afternoon?"
detectedLang"en"
heavyLang"en"
scores
en0.7903466269101752
tl0.6818438914027148
nl0.5465538089480049
ro0.5263157894736842
fr0.5119305856832972
pt0.48886869604725125
no0.4655581947743468
ca0.44744597249508844
it0.44744597249508844
da0.4329637096774194
de0.39645922746781115
sq0.39189189189189183
sl0.38254665203073546
es0.37913907284768217
sv0.37534702942809545
ms0.35270425776754893
cs0.34172030427150385
hr0.33274021352313166
sk0.3046971569839308
az0.29862842892768077
lt0.23260572987721692
et0.19757489300998574
yo0.18655097613882862
lv0.18537291817523532
pl0.17521994134897362
fi0.11277602523659305
hu0.10926365795724466
is0.10926365795724466
tr0.10429936305732483
eu0.0771123872026251
reliabletrue
passestrue
2
name"Isabella"
dialogue"Mi scusi, non capisco... English? No, no English. Solo italiano."
detectedLang"it"
heavyLang"it"
scores
it0.7675250357653791
es0.7015610651974288
en0.6306818181818182
pt0.6264367816091954
ca0.5234604105571847
fr0.4969040247678019
ro0.49297971918876754
hr0.4881889763779528
tl0.482484076433121
no0.4268077601410935
yo0.4186046511627907
pl0.4122965641952984
tr0.4025735294117647
sk0.34738955823293177
sl0.33264887063655035
sq0.3285123966942149
cs0.30257510729613735
de0.2934782608695652
da0.2872807017543859
lv0.2872807017543859
ms0.2872807017543859
sv0.2872807017543859
eu0.2111650485436893
hu0.2073170731707317
lt0.16237113402061853
nl0.16237113402061853
az0.15364583333333331
fi0.15364583333333331
reliabletrue
passestrue
3
name"Hunter"
dialogue"Look, I don't know what you're saying, but I need to ask you some questions. You were here yesterday, right? Around 4 PM?"
detectedLang"en"
heavyLang"en"
scores
en0.8279952550415184
tl0.5650869826034793
fr0.4129554655870445
it0.3217960710944809
no0.3114909781576448
da0.30422264875239924
cs0.3022136669874879
yo0.2913000977517107
ca0.27860696517412936
pl0.2647058823529412
hr0.2602040816326531
pt0.25641025641025644
sq0.24400417101147026
sk0.21959095801937567
et0.21790722761596548
lv0.2032967032967033
tr0.18994413407821228
lt0.18721973094170402
nl0.16087962962962962
sv0.15990730011587484
sl0.1430260047281324
hi0.11260709914320685
ro0.11042944785276074
es0.09488139825218476
ms0.09488139825218476
de0.09261576971214018
be0.0880503144654088
hu0.0845959595959596
az0.0799492385786802
is0.0799492385786802
uk0.0799492385786802
vi0.0799492385786802
reliabletrue
passestrue
4
name"Isabella"
dialogue"Ieri? Sì, ieri ero qui... ma quello che ho visto... Dio mio, è stato terribile. Una ragazza, è sparita proprio davanti ai miei occhi!"
detectedLang"it"
heavyLang"it"
scores
it0.813953488372093
ro0.5269071555292726
es0.5043370508054523
ca0.5015576323987538
fr0.46914399469143997
tl0.46308724832214765
pt0.4244604316546763
yo0.41133186166298746
sq0.40253920836445106
sk0.394856278366112
lt0.37205651491365777
hr0.36
da0.3579454253611557
de0.3522267206477733
no0.34102141680395387
ms0.3311036789297659
en0.3220338983050847
cs0.3197278911564626
et0.3061578490893322
sl0.3049522154648132
pl0.27007299270072993
sv0.2558139534883721
fi0.23076923076923078
az0.22254616132167152
lv0.2079207920792079
tr0.2
eu0.18699186991869918
vi0.18699186991869918
is0.15789473684210525
hu0.15343915343915343
nl0.14621131270010673
reliabletrue
passestrue
5
name"Hunter"
dialogue"I'm going to need you to speak English if you want to help me here. Do you understand English?"
detectedLang"en"
heavyLang"en"
scores
en0.8256880733944953
no0.5493358633776091
da0.5010504201680672
cs0.47280799112097677
nl0.4521337946943483
sv0.44638694638694637
sq0.43452380952380953
pl0.42839951865222625
sk0.4263285024154589
tl0.41430332922318125
sl0.4092039800995025
hr0.3933588761174968
de0.3581081081081081
pt0.33936022253129344
et0.3300423131170663
yo0.3115942028985507
ms0.24722662440570525
ro0.2351046698872786
lv0.20435510887772196
vi0.18941979522184302
lt0.17962003454231434
es0.17677642980935876
fr0.1607773851590106
it0.14414414414414414
fi0.13636363636363635
is0.13479052823315119
reliabletrue
passestrue
6
name"Isabella"
dialogue"shakes head No, no... italiano solamente. È molto importante! C'era una ragazza qui, con una borsa rossa, e poi... non c'era più. Ho provato a fotografarla, ma—"
detectedLang"it"
heavyLang"it"
scores
it0.8051821546853692
es0.6410624551328068
ca0.6147919876733435
pt0.6125532739248353
tl0.5539696699375558
en0.5421245421245421
fr0.5389580451821115
ro0.5300751879699248
sq0.4897959183673469
no0.44781888459414687
tr0.4428969359331476
sk0.40298507462686567
nl0.3842364532019704
de0.38157081014223876
cs0.3670886075949367
pl0.36143039591315457
hr0.35358758888170655
lt0.350227420402859
yo0.34167215273206053
da0.3403693931398417
sl0.33377748167888077
et0.30362116991643456
sv0.3021632937892533
hu0.2902767920511001
lv0.2784992784992785
az0.26090169992609014
eu0.24357034795764
ms0.24242424242424243
fi0.24127465857359634
is0.22660479505027067
vi0.21813917122752147
reliabletrue
passestrue
7
name"Hunter"
dialogue"sighs This is... okay. Do you speak any English at all? Any words?"
detectedLang"en"
heavyLang"en"
scores
en0.7992975413948821
tl0.6402877697841727
no0.4428969359331476
nl0.4310099573257468
da0.38176197836166925
de0.3730407523510972
cs0.3453355155482815
ca0.3442622950819672
yo0.3311036789297659
hr0.32432432432432434
sq0.32088285229202035
pt0.2805755395683453
hu0.2779783393501805
sv0.2647058823529412
pl0.26335174953959484
sk0.24812030075187969
sl0.23076923076923078
vi0.2172211350293542
is0.18699186991869918
et0.18032786885245902
fr0.16142557651991615
it0.15254237288135594
ms0.15254237288135594
ro0.15254237288135594
reliabletrue
passestrue
8
name"Isabella"
dialogue"frustrated, gesturing with hands No! Niente English! Soltanto italiano! Ascolta, ho visto qualcosa di strano, molto strano. Un'auto nera, con le luci spente, è arrivata veloce—"
detectedLang"it"
heavyLang"it"
scores
it0.7656886715566422
en0.5787545787545788
es0.5699326851159312
pt0.5349777598059038
ca0.5172124265323258
no0.47416552354823965
fr0.45316214931050874
tl0.43710230053842386
ro0.435721295387635
de0.42871336313959263
da0.40476190476190477
nl0.3966421825813221
is0.37837837837837834
hr0.3579006141820212
sv0.3546576879910213
sl0.3371757925072046
sq0.3231312536786345
ms0.3146603098927294
sk0.3017607771706133
lv0.29792429792429787
yo0.2866004962779156
cs0.2517891997397528
fi0.25032594524119944
pl0.2414248021108179
lt0.23992068737607403
eu0.22973878097789682
et0.20138888888888887
vi0.16545718432510886
tr0.15191740412979352
hu0.14115011202389843
az0.1333835719668425
hi0.0822027134876297
reliabletrue
passestrue
9
name"Hunter"
dialogue"pulls out phone, mutters I need to find someone who speaks Italian..."
detectedLang"en"
heavyLang"en"
scores
en0.79702300405954
tl0.5730550284629982
da0.5463709677419355
no0.4636471990464839
et0.43109987357774965
hr0.4109947643979057
de0.40789473684210525
cs0.39597315436241615
lt0.39597315436241615
fi0.3951612903225807
yo0.3951612903225807
sq0.3844049247606019
sk0.37413073713490963
sv0.37413073713490963
pl0.3670886075949367
sl0.3626062322946175
ro0.3487698986975398
nl0.336283185840708
az0.33035714285714285
ms0.32330827067669177
fr0.3202416918429003
ca0.3108728943338438
it0.3087557603686636
vi0.303405572755418
lv0.2913385826771654
es0.23857868020304565
pt0.23339011925042585
tr0.2227979274611399
be0.1346153846153846
hu0.12959381044487428
is0.12280701754385964
uk0.12280701754385964
reliabletrue
passestrue
10
name"Isabella"
dialogue"Detective, per favore, devo dirti quello che ho visto! È importante! Ho la foto, guarda!"
detectedLang"it"
heavyLang"it"
scores
it0.7953736654804271
ca0.6876697447039652
es0.6643315820198482
pt0.6241830065359477
tl0.6031746031746031
ro0.5921985815602837
fr0.5910384068278806
en0.5614035087719298
no0.5566692367000771
sq0.45907808090310437
de0.4010416666666667
sl0.3940990516332982
da0.3837084673097535
sk0.36813186813186816
lt0.3618201997780244
nl0.343607305936073
sv0.33526011560693636
hr0.3329466357308584
cs0.29187192118226607
yo0.2857142857142857
tr0.25902061855670105
fi0.23941798941798942
lv0.19014084507042253
az0.16058394160583941
ms0.14814814814814814
vi0.1274658573596358
is0.11128284389489954
pl0.0987460815047022
et0.09305993690851734
reliabletrue
passestrue
11
name"Hunter"
dialogue"phone buzzes Hold on—yeah, this is Hunter. What? Another disappearance? Where? I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.7981747981747982
tl0.49825479930191974
nl0.44498069498069504
fr0.43405511811023617
da0.41624365482233505
de0.3458475540386803
yo0.30639324487334135
cs0.28393524283935245
sk0.2767295597484277
it0.26658163265306123
sq0.2542153047989624
pl0.23435419440745675
es0.22086720867208673
ca0.21555252387448842
ms0.2144808743169399
et0.21124828532235942
hu0.21124828532235942
fi0.20689655172413793
hr0.203601108033241
no0.19241573033707865
vi0.18785310734463279
pt0.17503586800573886
sl0.17503586800573886
is0.13793103448275862
hi0.1274658573596358
sv0.10852713178294573
ro0.09305993690851734
tr0.09305993690851734
reliabletrue
passestrue
12
name"Isabella"
dialogue"No, no! Aspetta! Devo parlarti di quello che ho—"
detectedLang"it"
heavyLang"it"
scores
it0.7963340122199593
ms0.6221662468513854
ca0.5750708215297451
es0.5341614906832298
no0.5283018867924528
fr0.526813880126183
pt0.4755244755244755
sk0.4755244755244755
tl0.46714031971580816
en0.44237918215613387
sv0.44029850746268656
tr0.4186046511627907
ro0.4117647058823529
fi0.40119760479041916
sq0.39879759519038077
lv0.3877551020408163
cs0.3603411513859275
hr0.35344827586206895
pl0.3212669683257918
de0.3197278911564626
da0.3119266055045872
is0.3087557603686636
et0.3055555555555556
lt0.3055555555555556
yo0.3055555555555556
vi0.24433249370277077
az0.1891891891891892
hu0.18256130790190736
nl0.17355371900826447
sl0.17355371900826447
reliabletrue
passestrue
13
name"Hunter"
dialogue"standing up I'm sorry, I have to go. This is an emergency. Do you... do you have a phone number? Address? Anything?"
detectedLang"en"
heavyLang"en"
scores
en0.8162696401419158
tl0.6635730858468677
da0.5755269320843092
yo0.5488487865588052
nl0.525833878351864
pl0.5201853077432165
cs0.4986168741355464
no0.49229691876750703
sk0.4814020028612303
it0.44058641975308643
hr0.43972179289026275
sq0.4322631166797181
is0.42460317460317454
vi0.4013212221304706
de0.40082644628099173
fr0.3993371996685998
ms0.39482470784641066
pt0.3943191311612364
sl0.3927973199329984
hu0.39126784214945426
et0.36625874125874125
sv0.36067019400352734
lt0.35094001790510293
ro0.3491921005385996
es0.3255813953488372
az0.31474480151228734
tr0.28217821782178215
ca0.27427427427427425
lv0.2602040816326531
eu0.1935483870967742
be0.0880503144654088
fi0.0799492385786802
uk0.0799492385786802
reliabletrue
passestrue
14
name"Isabella"
dialogue"troubled, speaking rapidly Io sono Isabella, studio qui a Alborn. Hotel Riverside, camera 204. Per favore, vieni a trovarmi quando puoi. Devo mostrarti le foto!"
detectedLang"it"
heavyLang"en"
scores
it0.7127972214800963
en0.6008169327887115
fr0.5727344992050875
es0.5535714285714286
ca0.5338248048568951
pt0.4931636020744932
tl0.47866149369544136
ro0.45898339204831407
nl0.4315177154944474
de0.39977666108319376
sv0.38571428571428573
no0.3804034582132565
lt0.3713450292397661
sl0.36652916912197997
da0.3396805896805896
hr0.3347772277227723
ms0.3213383838383838
sk0.30645161290322576
sq0.30104031209362814
lv0.2838107928047968
et0.28093645484949836
cs0.27364864864864863
hu0.2370475514549326
fi0.23433048433048434
pl0.2299426934097421
yo0.2271746944644141
tr0.17371252882398155
vi0.13585209003215432
is0.11957411957411958
az0.061135371179039305
eu0.061135371179039305
reliabletrue
passestrue
15
name"Hunter"
dialogue"nods, not understanding but getting the sense it's urgent Right, okay. Stay here. Don't leave town."
detectedLang"en"
heavyLang"en"
scores
en0.8025276461295419
tl0.5988446726572529
no0.5497118155619597
nl0.4951534733441034
da0.44787985865724383
fr0.4434550311665183
sv0.4120413922859831
ms0.40076701821668265
it0.3890518084066471
de0.3830207305034551
ca0.3705941591137966
pt0.33226495726495725
es0.33083511777301927
ro0.32432432432432434
is0.2568370986920333
yo0.22456575682382132
sq0.22166874221668745
sk0.20483460559796438
pl0.19146183699870634
cs0.11847672778561354
tr0.11095305832147938
az0.0994236311239193
hr0.09682080924855492
reliabletrue
passestrue
16
name"Isabella"
dialogue"calls after him as he rushes out Aspetta! Detective, aspetta!"
detectedLang"en"
heavyLang"en"
scores
en0.7967479674796748
tl0.6002132196162047
ca0.5341614906832298
es0.5324189526184538
pt0.5046235138705416
it0.49866310160427807
ro0.4627507163323783
da0.4549418604651163
sv0.4509516837481699
fr0.4131455399061033
de0.410377358490566
no0.4094488188976378
sq0.4028662420382166
fi0.3466898954703833
yo0.33745583038869253
ms0.3169398907103825
is0.2632612966601179
hu0.1812227074235808
nl0.17943107221006563
cs0.1610738255033557
hr0.1515837104072398
sl0.1515837104072398
reliabletrue
passesfalse