Run: 2026-02-08-01KGYZZAHN09BDZW32WQ6FPV2P

Run Details

Model:
Claude Sonnet 4.5
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
12.0s
Cost:
$0.010926
Provider:
Amazon Bedrock

Evaluation summary

Score Evaluator
Details Link
100.00% 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="Maria"> Maria is a 30-year old college student on a study abroad program. Born in Spain, she is fluent in Spanish 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 Spanish, 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: Maria 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 Spanish, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Maria and Hunter as a voice sheet: Maria: "..." Hunter: "..."

Model response

AI
# Voice Sheet: Cafe Scene **Hunter:** "Excuse me, miss. I'm Detective Hunter with the Alborn Police. Mind if I sit down for a moment?" **Maria:** "¿Qué? Yo... no entiendo." **Hunter:** "I just need to ask you a few questions about what happened at the apple festival yesterday. Were you there?" **Maria:** "¿Festival? Sí, sí, yo estaba allí. Fue... fue horrible." *(her voice trembling)* "Vi algo... algo extraño." **Hunter:** "I'm sorry, I don't... Do you speak English?" **Maria:** *(shaking her head)* "No, no hablo inglés. Solo español." **Hunter:** "Right. Okay. Spanish." *(pausing awkwardly)* "Do you... understand... anything I'm saying?" **Maria:** "No entiendo nada. Por favor, necesito ayuda. Vi a un hombre... desapareció en la niebla, cerca de los árboles." **Hunter:** "Look, I can see you're upset about something. Just... calm down." *(gesturing with his hands)* "Slow down." **Maria:** *(clutching her camera)* "Tengo fotos. Aquí, en mi cámara. ¿Puedes ver?" **Hunter:** "Your camera? You took pictures?" *(pointing at the camera)* "Pictures? Photos?" **Maria:** "¡Sí! ¡Fotos!" *(nodding vigorously and showing him the camera screen)* **Hunter:** "Okay, good. That's... that's something. Can I see?" **Maria:** "Mira, mira aquí. Este hombre... y luego ya no está." **Hunter:** *(scrolling through photos)* "This is... wait, this could be important. I need to—" *(his phone rings)* "Hold on." *(answering)* "Hunter here." **Maria:** "¿Qué pasa?" **Hunter:** *(into phone)* "Yeah. Another one? Where? ...I'll be right there." *(hanging up)* "I have to go. Another disappearance." **Maria:** "¿Te vas? Pero... necesito ayuda. ¡Por favor!" **Hunter:** "Look, I'm sorry. I'll find someone who speaks Spanish and we'll come back. Stay here, okay? Stay." *(gesturing to the chair)* "Here. Don't leave town." **Maria:** "No... no comprendo. ¿Qué hago?" **Hunter:** *(frustrated, heading for the door)* "I'll be back. Just... stay put." **Maria:** *(calling after him)* "¡Espera! ¡Por favor, espera!"
created_at"2026-02-08T16:05:03.769295+00:00" 2/8/2026, 4:05:03 PM
model"anthropic/claude-4.5-sonnet-20250929"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1331
moderation_latency142
generation_time11736
tokens_prompt257
tokens_completion545
native_tokens_prompt297
native_tokens_completion669
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"
usage0.010926
router(null)
provider_responses
0
id"c28feb2b-0b54-46e2-9d3a-65eda5dd50a7"
status200
is_byokfalse
latency1331
endpoint_id"d8bee848-f020-454a-b2be-4a7ce868f99f"
provider_name"Amazon Bedrock"
model_permaslug"anthropic/claude-4.5-sonnet-20250929"
api_type"completions"
id"gen-1770566691-EZ6jd9nLldtb3jVZ0Iy0"
upstream_id"c28feb2b-0b54-46e2-9d3a-65eda5dd50a7"
total_cost0.010926
cache_discount(null)
upstream_inference_cost0
provider_name"Amazon Bedrock"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter with the Alborn Police. Mind if I sit down for a moment?"
detectedLang"en"
heavyLang"en"
scores
en0.7787610619469026
tl0.6321365509123013
no0.6088861076345432
fr0.5946822308690013
da0.59043250327654
ro0.586366644606221
it0.5635474860335196
sq0.5629370629370629
ca0.5592383638928068
pt0.5290128108515448
sv0.5166279969064191
nl0.5023885350318471
cs0.497588424437299
es0.4791666666666667
hr0.46763202725724023
sk0.44146559428060766
sl0.4271310724106325
de0.42343173431734316
pl0.4228993536472761
hu0.41806331471135944
ms0.4153414405986903
et0.3890518084066471
yo0.3756243756243756
tr0.3078626799557032
az0.3024553571428571
lt0.2707117852975496
fi0.26210153482880755
lv0.26210153482880755
eu0.20785804816223066
is0.18086500655307994
vi0.17546174142480211
be0.10071942446043164
uk0.09156976744186046
reliabletrue
passestrue
1
name"Maria"
dialogue"¿Qué? Yo... no entiendo."
detectedLang"es"
heavyLang"es"
scores
es0.8229043683589138
pt0.698189134808853
ca0.5934959349593496
it0.5677233429394812
en0.5652173913043478
fr0.5176848874598071
tl0.512987012987013
lv0.46619217081850534
hr0.402390438247012
no0.39271255060728744
yo0.38524590163934425
fi0.3775933609958506
sk0.3775933609958506
tr0.3697478991596639
et0.33920704845814975
nl0.33920704845814975
pl0.3333333333333333
reliabletrue
passestrue
2
name"Hunter"
dialogue"I just need to ask you a few questions about what happened at the apple festival yesterday. Were you there?"
detectedLang"en"
heavyLang"en"
scores
en0.8215560314061384
tl0.5642068564787914
fr0.5424039048200122
no0.5033112582781457
da0.5016611295681063
it0.5
ca0.48240165631469983
nl0.46504992867332384
cs0.4577006507592191
sv0.4331065759637188
hr0.43095599393019723
es0.419953596287703
pt0.40711462450592883
sq0.3961352657004831
et0.3946731234866829
de0.3837304847986853
sk0.3760399334442596
yo0.375
pl0.36386768447837153
sl0.3466898954703833
lt0.3333333333333333
ro0.3163172288058341
ms0.29906542056074764
lv0.29775280898876405
hu0.27884615384615385
az0.25074925074925075
tr0.1638795986622074
is0.15540540540540537
vi0.1506228765571914
fi0.14383561643835618
be0.08536585365853659
eu0.08536585365853659
uk0.07749077490774908
reliabletrue
passestrue
3
name"Maria"
dialogue"Vi algo... algo extraño."
detectedLang"es"
heavyLang"es"
scores
es0.7775800711743772
sv0.638728323699422
pt0.6019108280254777
da0.5318352059925093
no0.50199203187251
vi0.4444444444444444
it0.423963133640553
en0.3961352657004831
nl0.3961352657004831
ro0.3961352657004831
ca0.3811881188118812
de0.3811881188118812
fr0.3811881188118812
sk0.3811881188118812
cs0.3556701030927836
reliabletrue
passestrue
4
name"Hunter"
dialogue"I'm sorry, I don't... Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.8015873015873016
tl0.5405819295558958
hr0.5245641838351823
cs0.512987012987013
pl0.4727592267135325
pt0.460431654676259
sq0.455535390199637
no0.4307400379506641
it0.4174757281553398
da0.4129158512720157
sv0.4117647058823529
sk0.40476190476190477
vi0.3670886075949367
yo0.3548387096774194
ro0.35064935064935066
ca0.3150684931506849
sl0.2857142857142857
de0.1935483870967742
ms0.1935483870967742
be0.1891891891891892
tr0.1891891891891892
hu0.18256130790190736
az0.17355371900826447
et0.17355371900826447
is0.17355371900826447
lt0.17355371900826447
lv0.17355371900826447
uk0.17355371900826447
reliabletrue
passestrue
5
name"Maria"
dialogue"No, no hablo inglés. Solo español."
detectedLang"es"
heavyLang"es"
scores
es0.8138957816377173
ca0.5953237410071942
pt0.5863970588235294
it0.5754716981132075
fr0.4444444444444444
tr0.42455242966751916
lv0.3679775280898876
eu0.34593023255813954
en0.3161094224924012
hu0.31402439024390244
hr0.3098159509202454
no0.30124223602484473
sk0.2879746835443038
tl0.26229508196721313
et0.2549668874172185
pl0.25
reliabletrue
passestrue
6
name"Hunter"
dialogue"Do you... understand... anything I'm saying?"
detectedLang"en"
heavyLang"en"
scores
en0.8149394347240915
tl0.5542949756888168
da0.5225694444444445
no0.5192307692307693
cs0.5175438596491229
pl0.4455645161290322
sk0.4455645161290322
sq0.4410569105691057
sv0.434156378600823
de0.4123931623931624
nl0.39293598233995586
pt0.36194895591647336
hr0.3037974683544304
sl0.3037974683544304
vi0.28756476683937826
tr0.26666666666666666
ms0.22096317280453256
yo0.22096317280453256
is0.21203438395415475
ro0.21203438395415475
reliabletrue
passestrue
7
name"Maria"
dialogue"No entiendo nada. Por favor, necesito ayuda. Vi a un hombre... desapareció en la niebla, cerca de los árboles."
detectedLang"es"
heavyLang"es"
scores
es0.8056079170593778
ca0.7079646017699115
pt0.6715764331210191
it0.6201657458563536
fr0.5850100603621731
ro0.5538128718226069
en0.45937090432503275
no0.4554455445544555
da0.3982494529540482
sv0.3906942392909897
nl0.3857036485480268
tr0.3529411764705882
lv0.34988179669030733
yo0.3325242718446602
sq0.3309002433090025
tl0.32817589576547235
hu0.29906542056074764
ms0.27947598253275113
eu0.2712014134275618
sk0.2712014134275618
pl0.2647058823529412
vi0.23540315106580167
fi0.22389463781749766
sl0.21800947867298578
hr0.20520231213872833
de0.20443587270973965
is0.20212765957446807
et0.14507772020725387
az0.13883089770354906
cs0.13793103448275862
lt0.09040793825799338
reliabletrue
passestrue
8
name"Hunter"
dialogue"Slow down."
detectedLang"en"
heavyLang"en"
scores
en0.7237569060773481
reliablefalse
passestrue
9
name"Maria"
dialogue"Tengo fotos. Aquí, en mi cámara. ¿Puedes ver?"
detectedLang"es"
heavyLang"es"
scores
es0.8075784487862642
ca0.6455834242093783
pt0.5631720430107527
nl0.5289855072463767
tr0.5030581039755352
da0.48494453248811414
fr0.4724025974025974
no0.45652173913043476
is0.42882249560632685
it0.4196428571428571
sl0.4186046511627907
de0.4014732965009208
sv0.3890977443609023
eu0.36399217221135033
hu0.33264887063655035
cs0.3143459915611814
sk0.3143459915611814
et0.3114406779661017
hr0.30851063829787234
ro0.30703624733475476
lt0.3055555555555556
pl0.29653679653679654
lv0.2919389978213508
ms0.2388758782201405
yo0.21307506053268765
tl0.2111650485436893
fi0.20537897310513448
en0.1792929292929293
sq0.16237113402061853
az0.15364583333333331
reliabletrue
passestrue
10
name"Hunter"
dialogue"Pictures? Photos?"
detectedLang"en"
heavyLang"fr"
scores
en0.7775800711743772
fr0.749498997995992
ca0.6584699453551913
tl0.6468926553672316
lv0.5519713261648745
ro0.5487364620938628
de0.5335820895522388
nl0.5335820895522388
et0.43946188340807174
es0.3902439024390244
lt0.3902439024390244
pt0.3902439024390244
hi0.3811881188118812
da0.3654822335025381
no0.3654822335025381
sv0.3654822335025381
reliabletrue
passestrue
11
name"Maria"
dialogue"¡Sí! ¡Fotos!"
detectedLang"es"
heavyLang""
scores
es0.7634069400630915
ca0.7564935064935066
yo0.663677130044843
lt0.6559633027522936
pt0.6559633027522936
de0.6411483253588517
lv0.6411483253588517
nl0.6411483253588517
fr0.5161290322580645
en0.4863013698630137
tr0.4827586206896552
cs0.471830985915493
hr0.471830985915493
sk0.471830985915493
sl0.471830985915493
et0.45652173913043476
it0.45652173913043476
sq0.45652173913043476
az0.44029850746268656
da0.44029850746268656
no0.44029850746268656
pl0.44029850746268656
ro0.44029850746268656
sv0.44029850746268656
reliabletrue
passestrue
12
name"Hunter"
dialogue"Okay, good. That's... that's something. Can I see?"
detectedLang"en"
heavyLang"en"
scores
en0.8144023756495917
tl0.5993589743589743
sq0.4834710743801653
et0.48240165631469983
ca0.46236559139784944
tr0.37027707808564225
no0.3670886075949367
az0.358974358974359
da0.3573264781491003
hr0.3573264781491003
sv0.3556701030927836
pl0.33510638297872336
it0.3150684931506849
cs0.29577464788732394
ro0.2647058823529412
yo0.258160237388724
es0.2378048780487805
ms0.2378048780487805
pt0.2378048780487805
sk0.22360248447204967
be0.21875
hu0.21135646687697163
is0.20127795527156547
lt0.20127795527156547
lv0.20127795527156547
uk0.20127795527156547
vi0.20127795527156547
reliabletrue
passestrue
13
name"Maria"
dialogue"Mira, mira aquí. Este hombre... y luego ya no está."
detectedLang"es"
heavyLang"es"
scores
es0.8290373487638085
ca0.6501614639397202
pt0.6079613992762364
sk0.43868739205526774
tl0.4328097731239092
fr0.4025735294117647
hr0.3821292775665399
tr0.3737957610789981
it0.367704280155642
pl0.3564356435643564
ro0.30851063829787234
lv0.2872807017543859
az0.2511520737327189
en0.24242424242424243
sq0.23529411764705882
vi0.2316784869976359
no0.22985781990521328
cs0.2111650485436893
hu0.20924574209245742
yo0.20924574209245742
reliabletrue
passestrue
14
name"Hunter"
dialogue"Hunter here."
detectedLang"en"
heavyLang"en"
scores
en0.8036649214659686
sq0.6794871794871795
de0.5398773006134969
da0.5222929936305732
no0.5098039215686274
fr0.4897959183673469
sv0.4827586206896552
tl0.471830985915493
it0.45652173913043476
nl0.45652173913043476
pt0.45652173913043476
ca0.44029850746268656
ms0.44029850746268656
ro0.44029850746268656
sl0.44029850746268656
tr0.44029850746268656
reliabletrue
passestrue
15
name"Maria"
dialogue"¿Qué pasa?"
detectedLang"es"
heavyLang"es"
scores
es0.8281786941580757
eu0.7058823529411765
reliablefalse
passestrue
16
name"Hunter"
dialogue"I have to go. Another disappearance."
detectedLang"en"
heavyLang"en"
scores
en0.812874251497006
da0.679897567221511
tl0.6206373292867982
pl0.5961227786752827
yo0.5901639344262295
hr0.5567375886524822
no0.5559502664298401
cs0.5479204339963833
sk0.5126705653021443
it0.5107632093933464
sq0.43566591422121903
lv0.42528735632183906
sl0.423963133640553
fr0.4131455399061033
lt0.4004796163069544
nl0.3961352657004831
es0.3946731234866829
ca0.3556701030927836
sv0.3556701030927836
ms0.2816091954022989
ro0.2647058823529412
be0.21875
tr0.21875
hu0.21135646687697163
az0.20127795527156547
de0.20127795527156547
et0.20127795527156547
is0.20127795527156547
uk0.20127795527156547
vi0.20127795527156547
pt0.19093851132686085
reliabletrue
passestrue
17
name"Maria"
dialogue"¿Te vas? Pero... necesito ayuda. ¡Por favor!"
detectedLang"es"
heavyLang"es"
scores
es0.8020158387329014
pt0.6386333771353482
ro0.5676100628930818
ca0.5564516129032259
sq0.5416666666666666
sl0.5027124773960217
it0.48308270676691734
hr0.4444444444444444
nl0.4294605809128631
tl0.3707093821510297
en0.36194895591647336
pl0.25876010781671155
lv0.22969187675070027
yo0.22969187675070027
et0.21875
fr0.207492795389049
da0.19117647058823528
no0.19117647058823528
sv0.19117647058823528
reliabletrue
passestrue
18
name"Hunter"
dialogue"Here. Don't leave town."
detectedLang"en"
heavyLang"en"
scores
en0.824150058616647
sq0.39999999999999997
reliabletrue
passestrue
19
name"Maria"
dialogue"No... no comprendo. ¿Qué hago?"
detectedLang"es"
heavyLang"es"
scores
es0.8013245033112583
it0.7282608695652174
pt0.719626168224299
ca0.6919917864476387
en0.604221635883905
fr0.5879120879120879
tl0.5327102803738317
lv0.46619217081850534
ro0.42748091603053434
hr0.402390438247012
no0.39271255060728744
nl0.3775933609958506
sk0.3775933609958506
tr0.3697478991596639
lt0.3644067796610169
pl0.3333333333333333
reliabletrue
passestrue
20
name"Hunter"
dialogue"I'll be back. Just... stay put."
detectedLang"en"
heavyLang"en"
scores
en0.8031496062992126
hr0.4545454545454546
hu0.43820224719101125
lt0.42748091603053434
yo0.4230769230769231
et0.40476190476190477
sv0.40476190476190477
tl0.39999999999999997
ca0.33920704845814975
reliabletrue
passestrue
21
name"Maria"
dialogue"¡Espera! ¡Por favor, espera!"
detectedLang"es"
heavyLang"es"
scores
es0.8062015503875969
pt0.7983870967741935
ca0.7368421052631579
it0.6630727762803235
sq0.609375
en0.5519713261648745
ro0.5421245421245421
no0.5229007633587787
eu0.4541484716157206
fr0.3654822335025381
tl0.3654822335025381
da0.34210526315789475
nl0.34210526315789475
sl0.34210526315789475
sv0.34210526315789475
reliabletrue
passestrue