Run: 2026-02-08-01KGYX66KTYVKTB9BHJSY576SC

Run Details

Model:
Claude Sonnet 4.5
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
14.6s
Cost:
$0.011016
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 Department. Mind if I ask you a few questions?" **Maria:** "¿Qué? Lo siento, no hablo inglés." **Hunter:** "Right. Uh... do you speak English?" **Maria:** "No entiendo... ¿Policía?" *(voice trembling)* **Hunter:** "Police, yes. I need to ask about the disappearance last night. Were you near the town square?" **Maria:** "¡Dios mío! Sí, sí, yo estaba allí. Fue horrible... vi algo extraño." *(gesturing frantically)* **Hunter:** "I... okay, I don't understand. Slow down." **Maria:** "La mujer... ella estaba gritando, y luego... ¡desapareció! Como si la tierra se la tragara." *(voice shaking, tears forming)* **Hunter:** "Ma'am, I really need you to... damn it. Town square? Is that what you're saying?" **Maria:** "¡La plaza del pueblo! Anoche, como a las diez. Tomé fotos, mira—" *(fumbling with camera)* **Hunter:** "Photos? Let me see that." **Maria:** "Aquí, mira esto. La niebla era tan densa... y esa sombra." *(pointing at camera screen)* **Hunter:** "That's... what the hell is that?" **Maria:** "No sé qué es. Tengo miedo. ¿Estoy en peligro?" **Hunter:** "I wish I knew what you were asking. Look, I need you to come to the station—" **Maria:** "¿Estación? No comprendo." **Hunter:** "Station. Police station. Can you... ugh, this isn't working." **Maria:** "¿Me estás arrestando? ¡Yo no hice nada malo!" **Hunter:** "No, no, you're not in trouble. I just need... wait." *(phone rings)* "Hold on. Hunter here." **Maria:** *(quietly)* "Por favor, necesito ayuda..." **Hunter:** "What? When? I'll be right there." *(hangs up)* "Listen, I have to go. Another incident. Stay in town, okay? Stay. Here. Town." **Maria:** "¿Qué? ¿Te vas? Espera, por favor—" **Hunter:** "I'll find a translator. Don't leave Alborn." *(starts walking away, then turns back)* "And keep that camera safe. Those photos might be important." **Maria:** *(confused and frightened)* "No entiendo nada... ¿qué está pasando en este pueblo?"
created_at"2026-02-08T15:16:26.265161+00:00" 2/8/2026, 3:16:26 PM
model"anthropic/claude-4.5-sonnet-20250929"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2220
moderation_latency153
generation_time14175
tokens_prompt257
tokens_completion559
native_tokens_prompt297
native_tokens_completion675
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"
usage0.011016
router(null)
provider_responses
0
id"6c0943af-7932-42dd-8b83-4611df5c986f"
status200
is_byokfalse
latency2220
endpoint_id"d8bee848-f020-454a-b2be-4a7ce868f99f"
provider_name"Amazon Bedrock"
model_permaslug"anthropic/claude-4.5-sonnet-20250929"
api_type"completions"
id"gen-1770563771-KfvLINIKuthJD0fcsbCJ"
upstream_id"6c0943af-7932-42dd-8b83-4611df5c986f"
total_cost0.011016
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 Department. Mind if I ask you a few questions?"
detectedLang"en"
heavyLang"en"
scores
en0.7905834777585211
tl0.650433944069431
fr0.620020964360587
it0.5674224343675418
ca0.5576571079926784
ro0.546875
sq0.5252128356254093
no0.5195493704440026
pt0.5163442294863242
sv0.47954055994257
nl0.4723435225618632
cs0.4657332350773766
es0.4657332350773766
da0.45774121166791326
hr0.43092621664050235
ms0.42277070063694266
sl0.39126784214945426
hu0.38245315161839866
sk0.3679163034001744
et0.3544078361531611
de0.3521000893655049
pl0.34743474347434744
yo0.34150772025431425
az0.3192488262910798
lt0.2933723196881091
tr0.27716849451645065
fi0.23442449841605068
lv0.23442449841605068
eu0.1844769403824522
is0.15990730011587484
vi0.15501165501165504
be0.0880503144654088
uk0.0799492385786802
reliabletrue
passestrue
1
name"Maria"
dialogue"¿Qué? Lo siento, no hablo inglés."
detectedLang"es"
heavyLang"es"
scores
es0.8221343873517788
pt0.6626686656671664
it0.6511627906976745
ca0.5746691871455577
lt0.4827586206896552
sk0.4630071599045346
tl0.45255474452554745
tr0.42455242966751916
yo0.3784530386740331
lv0.3679775280898876
en0.3161094224924012
hu0.31402439024390244
hr0.3098159509202454
no0.30124223602484473
cs0.29467084639498436
vi0.2879746835443038
fr0.281150159744409
et0.2549668874172185
pl0.25
reliabletrue
passestrue
2
name"Hunter"
dialogue"Right. Uh... do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.8051948051948052
tl0.6274834437086093
cs0.48394495412844035
hr0.460431654676259
no0.4094488188976378
pt0.4094488188976378
yo0.40318302387267907
da0.3935309973045822
de0.3935309973045822
pl0.3885869565217392
sk0.3697478991596639
sl0.34782608695652173
sq0.34210526315789475
vi0.33035714285714285
fr0.2474916387959866
ms0.24242424242424243
ro0.24242424242424243
sv0.24242424242424243
reliabletrue
passestrue
3
name"Maria"
dialogue"No entiendo... ¿Policía?"
detectedLang"es"
heavyLang"es"
scores
es0.8134328358208955
pt0.7492836676217765
ca0.6908127208480564
it0.6179039301310044
en0.6170678336980306
fr0.5813397129186603
lv0.5569620253164557
hr0.5192307692307693
no0.515235457063712
sk0.5028409090909091
fi0.5
cs0.4912790697674419
et0.4868035190615836
nl0.48224852071005914
pl0.48224852071005914
tr0.47761194029850745
tl0.4696969696969697
eu0.34944237918215615
sl0.34210526315789475
da0.33962264150943394
ro0.33962264150943394
sv0.3371212121212121
lt0.3320610687022901
ms0.31906614785992216
sq0.31906614785992216
de0.3137254901960784
az0.3
hu0.3
reliabletrue
passestrue
4
name"Hunter"
dialogue"Police, yes. I need to ask about the disappearance last night. Were you near the town square?"
detectedLang"en"
heavyLang"en"
scores
en0.8192392329456146
tl0.6222076215505914
it0.5192307692307693
no0.49825479930191974
cs0.49472759226713536
da0.4879786286731968
fr0.46009389671361506
hr0.45600756859035
yo0.4465832531280077
sk0.4221105527638191
nl0.41683569979716023
et0.3902439024390244
ro0.3850267379679145
sq0.38038793103448276
pl0.3777056277056277
sl0.3756786102062975
sv0.34659090909090906
lv0.32273262661955243
ms0.3097238895558223
lt0.30639324487334135
de0.27398989898989895
ca0.267515923566879
hu0.19804741980474197
tr0.19804741980474197
az0.1935483870967742
es0.1935483870967742
pt0.18323863636363635
eu0.14050822122571002
fi0.1274658573596358
be0.10852713178294573
is0.0987460815047022
uk0.0987460815047022
vi0.0987460815047022
reliabletrue
passestrue
5
name"Maria"
dialogue"¡Dios mío! Sí, sí, yo estaba allí. Fue horrible... vi algo extraño."
detectedLang"es"
heavyLang"es"
scores
es0.7782994261867502
ca0.5449678800856531
pt0.43408788282290284
eu0.4089012517385257
en0.3997175141242938
fr0.380466472303207
yo0.36281859070464767
sv0.34210526315789475
tl0.2659758203799654
da0.2504409171075838
no0.22867513611615245
vi0.1904761904761905
it0.17794970986460348
nl0.16173570019723865
ro0.16173570019723865
de0.1533864541832669
sk0.1533864541832669
cs0.13967611336032387
reliabletrue
passestrue
6
name"Hunter"
dialogue"I... okay, I don't understand. Slow down."
detectedLang"en"
heavyLang"en"
scores
en0.768993839835729
no0.6626686656671664
da0.6616541353383458
sv0.60801393728223
tl0.5263157894736842
pl0.4755244755244755
de0.4617224880382775
cs0.45652173913043476
nl0.44168734491315137
ro0.42159383033419023
sk0.41709844559585496
hr0.3818681318681319
ca0.38016528925619836
is0.3784530386740331
sq0.3732590529247911
it0.3382352941176471
yo0.27884615384615385
be0.23728813559322032
tr0.23728813559322032
hu0.22945205479452058
az0.21875
et0.21875
lt0.21875
lv0.21875
uk0.21875
vi0.21875
reliabletrue
passestrue
7
name"Maria"
dialogue"La mujer... ella estaba gritando, y luego... ¡desapareció! Como si la tierra se la tragara."
detectedLang"es"
heavyLang"es"
scores
es0.8159411011523686
ca0.6498172959805115
pt0.6258945998698763
it0.5921985815602837
fr0.49204946996466425
ro0.4580584354382658
sq0.40166493236212286
ms0.3876464323748669
cs0.3611111111111111
yo0.358974358974359
sl0.35247747747747743
no0.3502824858757062
tl0.3502824858757062
eu0.3458475540386803
hr0.3282710280373832
sk0.32669789227166274
is0.2962056303549572
en0.29274292742927427
de0.28125
vi0.2404227212681638
pl0.23333333333333334
sv0.21232876712328766
fi0.15066469719350073
hu0.14688427299703263
da0.13793103448275862
nl0.11809815950920245
tr0.11809815950920245
lt0.11128284389489954
az0.10714285714285714
reliabletrue
passestrue
8
name"Hunter"
dialogue"Ma'am, I really need you to... damn it. Town square? Is that what you're saying?"
detectedLang"en"
heavyLang"en"
scores
en0.8104624715693708
tl0.6050552922590837
yo0.45652173913043476
it0.43438914027149317
cs0.4298745724059293
lv0.4004796163069544
pl0.3961352657004831
hr0.38875305623471884
no0.3849938499384994
da0.3765586034912718
sq0.3670886075949367
sk0.3514915693904021
ro0.3412384716732542
lt0.3150684931506849
hu0.3065187239944522
nl0.30362116991643456
ca0.29577464788732394
et0.2877492877492877
sl0.2690058479532163
tr0.2537313432835821
is0.2366412213740458
sv0.2163009404388715
az0.20127795527156547
pt0.14383561643835618
es0.1423670668953688
be0.12280701754385964
de0.11190053285968028
uk0.11190053285968028
vi0.11190053285968028
ms0.10554561717352416
reliabletrue
passestrue
9
name"Maria"
dialogue"¡La plaza del pueblo! Anoche, como a las diez. Tomé fotos, mira—"
detectedLang"es"
heavyLang"es"
scores
es0.7961630695443644
ca0.6143375680580763
it0.6057513914656772
fr0.5175936435868331
pt0.49704142011834324
ro0.45652173913043476
no0.42489851150202973
sq0.42411924119241196
de0.4039270687237027
cs0.40308988764044945
hr0.3963068181818182
sk0.3928571428571429
sl0.375
tl0.3550834597875569
da0.3531202435312024
lt0.34615384615384615
sv0.3441358024691358
yo0.33176100628930816
en0.32539682539682535
lv0.32432432432432434
nl0.32432432432432434
eu0.3089430894308943
pl0.2784380305602716
hu0.2685025817555938
vi0.2659758203799654
tr0.256993006993007
az0.2328519855595668
et0.22867513611615245
is0.15
fi0.1290983606557377
ms0.1290983606557377
reliabletrue
passestrue
10
name"Hunter"
dialogue"Photos? Let me see that."
detectedLang"en"
heavyLang"en"
scores
en0.8117942283563363
fr0.6453900709219859
et0.6385542168674699
sl0.5626822157434402
es0.5481927710843374
tl0.5412844036697247
pt0.5283018867924528
nl0.5081967213114754
sq0.49664429530201337
cs0.42748091603053434
no0.3775933609958506
ms0.358974358974359
it0.34782608695652173
lt0.34782608695652173
da0.33920704845814975
hi0.33920704845814975
fi0.3333333333333333
ca0.3212669683257918
de0.3212669683257918
lv0.3212669683257918
reliabletrue
passestrue
11
name"Maria"
dialogue"Aquí, mira esto. La niebla era tan densa... y esa sombra."
detectedLang"es"
heavyLang"es"
scores
es0.7653316645807259
ca0.6770025839793281
it0.5335820895522388
fr0.4195046439628483
pt0.4140625
ro0.410377358490566
tl0.3842364532019704
pl0.3718592964824121
vi0.3267504488330341
sq0.3218806509945751
yo0.3218806509945751
ms0.3042671614100185
no0.2964352720450282
fi0.21548117154811713
sk0.21218487394957983
hr0.21052631578947367
sl0.19181034482758622
eu0.19006479481641467
lv0.1812227074235808
en0.1610738255033557
reliabletrue
passestrue
12
name"Hunter"
dialogue"That's... what the hell is that?"
detectedLang"en"
heavyLang"en"
scores
en0.8423423423423424
nl0.5813397129186603
yo0.5646766169154229
tl0.5382585751978892
sq0.5042492917847025
hu0.46808510638297873
no0.35185185185185186
is0.3445692883895131
da0.308300395256917
fr0.308300395256917
ms0.308300395256917
sv0.308300395256917
reliabletrue
passestrue
13
name"Maria"
dialogue"No sé qué es. Tengo miedo. ¿Estoy en peligro?"
detectedLang"es"
heavyLang"es"
scores
es0.8162803843979649
ca0.6420704845814978
is0.5303468208092486
lv0.4357638888888889
no0.4206773618538324
it0.4186046511627907
pt0.40909090909090906
tr0.37858508604206503
eu0.36399217221135033
fi0.358974358974359
hu0.3551587301587301
ms0.3551587301587301
tl0.3538767395626242
nl0.3200836820083682
da0.3128964059196617
sv0.3128964059196617
fr0.30997876857749473
de0.3055555555555556
en0.24242424242424243
hr0.23708920187793428
lt0.21875
sk0.21875
yo0.20924574209245742
et0.19154228855721395
pl0.1875
sl0.1875
reliabletrue
passestrue
14
name"Hunter"
dialogue"I wish I knew what you were asking. Look, I need you to come to the station—"
detectedLang"en"
heavyLang"en"
scores
en0.8311571364250337
tl0.6323529411764706
no0.6122026887280249
da0.5748299319727891
yo0.5649651972157773
sv0.5551601423487544
it0.5033112582781457
cs0.5013297872340425
fr0.49048913043478265
nl0.4703389830508474
pl0.46351931330472107
hr0.4588744588744588
sq0.42660550458715596
de0.41770186335403725
sk0.41222570532915365
et0.410377358490566
lv0.3980738362760835
lt0.39222042139384117
sl0.32915921288014316
ro0.3081180811808118
ca0.2690058479532163
ms0.267578125
is0.2632612966601179
tr0.25595238095238093
az0.251497005988024
fi0.17943107221006563
zh0.17035398230088497
pt0.1591928251121076
be0.15730337078651685
hu0.1515837104072398
uk0.14383561643835618
vi0.14383561643835618
reliabletrue
passestrue
15
name"Maria"
dialogue"¿Estación? No comprendo."
detectedLang"es"
heavyLang"es"
scores
es0.8455428067078553
ca0.7842170160295932
pt0.7489239598278336
it0.6967071057192374
en0.6471774193548386
fr0.5501285347043702
sk0.5218579234972678
tl0.4942196531791907
lv0.4281045751633987
eu0.39236111111111116
ro0.3902439024390244
hr0.36594202898550726
no0.3566176470588235
nl0.34210526315789475
tr0.3346007604562738
lt0.32950191570881227
pl0.3
reliabletrue
passestrue
16
name"Hunter"
dialogue"Station. Police station. Can you... ugh, this isn't working."
detectedLang"en"
heavyLang"en"
scores
en0.8046875
tl0.7159090909090909
fr0.5973154362416108
de0.5377503852080123
sv0.53198127925117
nl0.5275590551181102
no0.5253164556962026
cs0.5184590690208668
da0.4791666666666667
it0.4727592267135325
ro0.45750452079566006
hr0.4350282485875706
sl0.42857142857142855
sk0.4186046511627907
az0.4174757281553398
tr0.4094488188976378
fi0.3562231759656652
lt0.35064935064935066
yo0.34210526315789475
lv0.336283185840708
pl0.3348115299334811
ca0.33184855233853006
sq0.33184855233853006
et0.33035714285714285
ms0.3197278911564626
pt0.3197278911564626
eu0.23857868020304565
zh0.20424403183023873
es0.2
hu0.2
is0.19137466307277629
reliabletrue
passestrue
17
name"Maria"
dialogue"¿Me estás arrestando? ¡Yo no hice nada malo!"
detectedLang"es"
heavyLang"es"
scores
es0.7625215889464594
pt0.7185261003070625
it0.6196403872752421
ca0.5967741935483871
no0.5431893687707641
en0.4897959183673469
hr0.4821092278719397
tl0.47115384615384615
sq0.4444444444444444
sl0.3982494529540482
et0.394273127753304
sk0.394273127753304
hu0.3559718969555035
nl0.3544600938967136
pl0.3529411764705882
fi0.3405275779376499
lv0.3226600985221675
eu0.2647058823529412
yo0.25474254742547425
fr0.2486338797814208
tr0.24242424242424243
ms0.233983286908078
cs0.19590643274853803
de0.19590643274853803
lt0.19590643274853803
reliabletrue
passestrue
18
name"Hunter"
dialogue"Hold on. Hunter here."
detectedLang"en"
heavyLang"en"
scores
en0.8125937031484258
da0.6081504702194357
fr0.5915032679738562
sq0.5598591549295775
ca0.558303886925795
et0.5519713261648745
tl0.5471014492753623
fi0.5454545454545454
de0.4131455399061033
hr0.4131455399061033
hi0.40191387559808617
pl0.40191387559808617
no0.3842364532019704
cs0.375
sk0.375
yo0.375
sv0.358974358974359
it0.33510638297872336
nl0.33510638297872336
pt0.33510638297872336
ms0.3206521739130435
ro0.3206521739130435
sl0.3206521739130435
tr0.3206521739130435
reliabletrue
passestrue
19
name"Maria"
dialogue"Por favor, necesito ayuda..."
detectedLang"es"
heavyLang"es"
scores
es0.812206572769953
pt0.7084548104956269
ro0.5680345572354212
it0.562363238512035
ca0.5575221238938053
sq0.4936708860759494
en0.43820224719101125
fr0.2647058823529412
da0.24528301886792453
nl0.24528301886792453
no0.24528301886792453
sl0.24528301886792453
sv0.24528301886792453
reliabletrue
passestrue
20
name"Hunter"
dialogue"Listen, I have to go. Another incident. Stay in town, okay? Stay. Here. Town."
detectedLang"en"
heavyLang"en"
scores
en0.7986914947156517
da0.6557659208261618
tl0.64943032427695
pl0.5959595959595959
no0.5824634655532359
ro0.5642701525054467
sv0.5418098510882016
nl0.5407577497129736
it0.5381062355658198
sl0.5365005793742758
de0.5321637426900585
cs0.5151515151515151
sq0.50920245398773
sk0.494949494949495
hr0.49302915082382764
yo0.49302915082382764
ca0.46879150066401065
es0.4310099573257468
az0.42196531791907516
fr0.41002949852507375
lv0.4038748137108793
lt0.3610223642172524
hu0.33993399339933994
et0.32432432432432434
pt0.32432432432432434
fi0.3197278911564626
tr0.25512104283054005
is0.24953095684803
eu0.2263056092843327
ms0.15789473684210525
be0.14893617021276595
uk0.13606911447084233
vi0.13606911447084233
reliabletrue
passestrue
21
name"Maria"
dialogue"¿Qué? ¿Te vas? Espera, por favor—"
detectedLang"es"
heavyLang"es"
scores
es0.7890295358649789
pt0.7122302158273381
ca0.6889580093312597
sq0.6190476190476191
sl0.5815899581589958
it0.5515695067264574
ro0.5515695067264574
hr0.5238095238095238
nl0.5085995085995086
en0.4350282485875706
no0.4065281899109792
eu0.34210526315789475
pl0.32432432432432434
lv0.2907801418439716
yo0.2907801418439716
et0.2779783393501805
fr0.2647058823529412
tl0.2647058823529412
da0.24528301886792453
sv0.24528301886792453
reliabletrue
passestrue
22
name"Hunter"
dialogue"And keep that camera safe. Those photos might be important."
detectedLang"en"
heavyLang"en"
scores
en0.816260909508498
fr0.6503496503496503
tl0.635036496350365
ca0.5407577497129736
ro0.5198079231692677
es0.4845360824742268
it0.46879150066401065
yo0.4143484626647145
pt0.4091580502215657
lt0.39668174962292607
nl0.35275080906148865
de0.35170178282009723
da0.3464052287581699
no0.3464052287581699
sq0.2945326278659612
sv0.27140255009107467
hu0.2263056092843327
tr0.16666666666666666
hi0.16142557651991615
ms0.15254237288135594
lv0.15074309978768577
reliabletrue
passestrue
23
name"Maria"
dialogue"No entiendo nada... ¿qué está pasando en este pueblo?"
detectedLang"es"
heavyLang"es"
scores
es0.8326159732185557
pt0.7356495468277946
ca0.5793269230769231
it0.48377581120943947
fr0.4672754946727549
sk0.42052980132450335
tl0.4195688225538972
no0.40273037542662116
lv0.3996569468267582
nl0.396551724137931
ro0.38162544169611307
tr0.3613138686131387
en0.35779816513761464
fi0.3333333333333333
eu0.325626204238921
da0.29718875502008035
sv0.29718875502008035
pl0.29435483870967744
is0.2768595041322314
lt0.25690021231422505
hr0.22394678492239467
ms0.21700223713646533
cs0.19908466819221968
hu0.19724770642201836
et0.18032786885245902
sl0.1764705882352941
sq0.16864608076009502
reliabletrue
passestrue