Run: 2026-02-08-01KGYYWHH3P9F2QAJ4TBA84930

Run Details

Model:
Claude Haiku 4.5
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
6.3s
Cost:
$0.003002
Provider:
Amazon Bedrock

Evaluation summary

Score Evaluator
Details Link
82.35% 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
# Dialogue: Maria & Hunter at the Cafe **Maria:** "¿Hola? ¿Sí?" **Hunter:** "Hey there. I'm Detective Hunter with the Alborn PD. I'm investigating some disappearances around town. Were you here last Tuesday night? Around the pier area?" **Maria:** "¿Desapariciones? No... no entiendo. ¿Qué significa...?" **Hunter:** *(squinting)* "Disappearances. Missing people. You speak English?" **Maria:** "No, no... English no. Spanish only. Lo siento." **Hunter:** *(rubbing his temple)* "Right. Of course. Okay, um... last Tuesday?" **Maria:** "Martes... sí, sí. Pero... fue muy extraño. Muy oscuro. Yo... I took photos—fotografías—but something was... was wrong. Asustada. Scared." **Hunter:** "You were scared? Why? What did you see?" **Maria:** "No sé... I don't know English words. Las luces... the lights they were... strange. No normal. Y los sonidos... the sounds... ¡ay, Dios mío! I don't... I cannot explain." **Hunter:** "Lights? Sounds? That's... okay, can you show me the photos?" **Maria:** *(hands over camera, voice trembling)* "Aquí. Here. But... but I think something bad happened that night. Algo malo. I feel it." **Hunter:** *(examining the camera)* "These are pretty dark. Hard to make out. Listen, I'm gonna need you to come down to the station so we can get this sorted out. Maybe we can find—" *(Hunter's phone buzzes. He checks it, frowns.)* **Hunter:** "Hold on." *(answers)* "Yeah? Uh-huh. Where? How many? I'm on my way." **Maria:** "¿Qué pasó? You must go?" **Hunter:** *(standing abruptly)* "Yeah, I gotta take this. Don't leave town. We're not done here." **Maria:** "Buena suerte, detective..." **Hunter:** *(walking away)* "Yeah. You too, I guess."
created_at"2026-02-08T15:45:58.475918+00:00" 2/8/2026, 3:45:58 PM
model"anthropic/claude-4.5-haiku-20251001"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency653
moderation_latency188
generation_time5729
tokens_prompt257
tokens_completion450
native_tokens_prompt297
native_tokens_completion541
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"
usage0.003002
router(null)
provider_responses
0
id"631b8cdc-92d4-4349-b133-34e2a604d042"
status200
is_byokfalse
latency653
endpoint_id"d000261c-5aeb-47d1-ac87-ad64dbe1cdb6"
provider_name"Amazon Bedrock"
model_permaslug"anthropic/claude-4.5-haiku-20251001"
api_type"completions"
id"gen-1770565551-1sLdrl04QPt4pIx8f2Qj"
upstream_id"631b8cdc-92d4-4349-b133-34e2a604d042"
total_cost0.003002
cache_discount(null)
upstream_inference_cost0
provider_name"Amazon Bedrock"

Evaluation details

Result Evaluator Details Meta Data
82.35% Parse dialogue n/a
dialogue
0
name"Maria"
dialogue"¿Hola? ¿Sí?"
detectedLang"yo"
heavyLang"la"
scores
yo0.7474747474747475
ca0.6644295302013423
es0.6644295302013423
reliablefalse
passestrue
1
name"Hunter"
dialogue"Hey there. I'm Detective Hunter with the Alborn PD. I'm investigating some disappearances around town. Were you here last Tuesday night? Around the pier area?"
detectedLang"en"
heavyLang"en"
scores
en0.7968372501647265
tl0.6273166800966962
fr0.5056119722073757
it0.4410876132930514
ro0.4376899696048632
pt0.4283065512978987
nl0.4100765306122449
de0.40514469453376206
ca0.36730506155950754
no0.3638239339752407
sq0.3625086147484493
ms0.3354885057471264
da0.32432432432432434
sv0.31073025335320414
es0.31021625652498136
cs0.23236514522821577
hr0.22658862876254182
sl0.2141036533559898
et0.18213969938107868
yo0.16365280289330925
lv0.13470533208606175
is0.12982126058325494
sk0.12982126058325494
lt0.11988582302568983
az0.1131351869606903
fi0.059959349593495935
tr0.059959349593495935
reliabletrue
passestrue
2
name"Maria"
dialogue"¿Desapariciones? No... no entiendo. ¿Qué significa...?"
detectedLang"es"
heavyLang"es"
scores
es0.8092723004694835
ca0.7161572052401747
pt0.7023809523809523
it0.5896464646464646
en0.577922077922078
fr0.5584239130434783
ro0.47833065810593905
sv0.4298245614035088
sk0.4268077601410935
no0.4186046511627907
nl0.3970315398886827
da0.3394308943089431
de0.3257261410788381
sq0.32150313152400833
tl0.32150313152400833
lv0.2872807017543859
hr0.23708920187793428
eu0.22062350119904073
fi0.21875
lt0.214975845410628
tr0.21307506053268765
et0.19154228855721395
ms0.19154228855721395
pl0.1875
cs0.16666666666666666
reliabletrue
passestrue
3
name"Hunter"
dialogue"Disappearances. Missing people. You speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.8054474708171206
tl0.5641344956413449
fr0.5238095238095238
nl0.445324881141046
ms0.4444444444444444
pt0.39236111111111116
ca0.38917975567190227
da0.3761140819964349
sv0.32432432432432434
no0.32038834951456313
is0.3027888446215139
it0.3027888446215139
de0.29149797570850206
es0.20273348519362186
cs0.1822429906542056
fi0.1822429906542056
lv0.17452830188679244
hr0.17061611374407584
ro0.17061611374407584
az0.1566265060240964
et0.1566265060240964
reliabletrue
passestrue
4
name"Maria"
dialogue"No, no... English no. Spanish only. Lo siento."
detectedLang"en"
heavyLang"en"
scores
en0.7443181818181818
es0.7023809523809523
pt0.6186440677966102
it0.6038732394366197
no0.5351239669421488
ca0.5011086474501109
lt0.4827586206896552
sk0.4630071599045346
tl0.45255474452554745
hr0.43467336683417085
de0.412532637075718
ro0.40318302387267907
sv0.40318302387267907
da0.3885869565217392
yo0.3784530386740331
lv0.3679775280898876
cs0.29467084639498436
vi0.2879746835443038
tr0.281150159744409
nl0.26229508196721313
sq0.26229508196721313
pl0.25
ms0.24242424242424243
hu0.2398648648648649
reliabletrue
passesfalse
5
name"Hunter"
dialogue"Right. Of course. Okay, um... last Tuesday?"
detectedLang"en"
heavyLang"en"
scores
en0.7947454844006568
tl0.7560975609756098
de0.536178107606679
fr0.5219885277246654
is0.494949494949495
nl0.44812362030905084
yo0.4279176201372997
no0.40191387559808617
pt0.3811881188118812
sq0.2795389048991354
ro0.25595238095238093
et0.23547400611620795
da0.22839506172839508
reliabletrue
passestrue
6
name"Maria"
dialogue"Martes... sí, sí. Pero... fue muy extraño. Muy oscuro. Yo... I took photos—fotografías—but something was... was wrong. Asustada. Scared."
detectedLang"es"
heavyLang"es"
scores
es0.6999249812453113
en0.6702390766694146
tl0.4996873045653533
ca0.49238578680203043
pt0.46631087391594395
de0.42938659058487877
fr0.4117647058823529
it0.3850883935434281
sv0.3730407523510972
yo0.37254901960784315
nl0.36908517350157727
et0.36808846761453395
ro0.35691318327974275
no0.3360995850622407
cs0.31682322801024765
sk0.3019197207678883
hr0.2976294995610184
sq0.2976294995610184
lt0.2907801418439716
da0.290150842945874
lv0.28762243989314334
pl0.27992799279927993
tr0.2558139534883721
ms0.21875
vi0.21337266470009833
sl0.19678714859437751
az0.18450560652395515
hi0.08779931584948689
eu0.08256880733944955
be0.08045977011494253
hu0.07727797001153403
is0.07300115874855156
uk0.07300115874855156
fi0.06868451688009314
reliabletrue
passestrue
7
name"Hunter"
dialogue"You were scared? Why? What did you see?"
detectedLang"en"
heavyLang"en"
scores
en0.8407643312101911
et0.4594594594594595
it0.3055555555555556
cs0.2805755395683453
ro0.2805755395683453
tl0.2805755395683453
reliabletrue
passestrue
8
name"Maria"
dialogue"No sé... I don't know English words. Las luces... the lights they were... strange. No normal. Y los sonidos... the sounds... ¡ay, Dios mío! I don't... I cannot explain."
detectedLang"en"
heavyLang"en"
scores
en0.7590195538419169
tl0.5785163776493256
es0.57275390625
ca0.48710433763188743
fr0.4592088998763906
no0.43438914027149317
de0.41432396251673365
ro0.3944636678200692
sv0.3936243936243936
da0.38510189739985945
nl0.3745532523230879
pt0.3566176470588235
hr0.3445692883895131
ms0.34210526315789475
tr0.3406179351921628
pl0.3361153262518968
it0.3227554179566564
az0.28513071895424835
sq0.2762613730355666
lv0.2744610281923715
sk0.26160337552742613
lt0.24307958477508654
yo0.24242424242424243
is0.22429078014184398
cs0.22014260249554365
fi0.21454219030520644
et0.17140151515151517
be0.16267942583732056
vi0.15540540540540537
sl0.14383561643835618
eu0.07112526539278131
hu0.07112526539278131
uk0.06716417910447761
reliabletrue
passesfalse
9
name"Hunter"
dialogue"Lights? Sounds? That's... okay, can you show me the photos?"
detectedLang"en"
heavyLang"en"
scores
en0.8108108108108109
tl0.6829710144927535
fr0.500713266761769
sq0.48224852071005914
nl0.47447447447447455
pt0.4117647058823529
no0.34701492537313433
es0.34210526315789475
ms0.31640625
sv0.308300395256917
ca0.29718875502008035
yo0.23413566739606126
be0.2222222222222222
et0.21348314606741572
sl0.2009132420091324
it0.18604651162790697
lt0.18604651162790697
cs0.1822429906542056
da0.1822429906542056
az0.18032786885245902
hi0.18032786885245902
tr0.18032786885245902
fi0.1764705882352941
de0.16864608076009502
lv0.16864608076009502
reliabletrue
passestrue
10
name"Maria"
dialogue"Aquí. Here. But... but I think something bad happened that night. Algo malo. I feel it."
detectedLang"en"
heavyLang"en"
scores
en0.8022598870056498
tl0.5796637309847879
es0.45764462809917356
ca0.421806167400881
sq0.37869822485207094
yo0.3110236220472441
hr0.3018617021276596
no0.29435483870967744
da0.2886178861788618
pt0.26573426573426573
de0.24892703862660948
fr0.23580786026200873
sk0.2335766423357664
lv0.22106824925816024
sv0.2081447963800905
pl0.1935483870967742
it0.1796875
cs0.16666666666666666
nl0.16
sl0.1518578352180937
ro0.14634146341463414
ms0.12935323383084577
be0.11764705882352942
tr0.11764705882352942
hu0.11317567567567569
az0.10714285714285714
et0.10714285714285714
is0.10714285714285714
lt0.10714285714285714
uk0.10714285714285714
vi0.10714285714285714
reliabletrue
passesfalse
11
name"Hunter"
dialogue"These are pretty dark. Hard to make out. Listen, I'm gonna need you to come down to the station so we can get this sorted out. Maybe we can find—"
detectedLang"en"
heavyLang"en"
scores
en0.8163030998851895
tl0.50186799501868
da0.4708994708994709
it0.4516792323509253
no0.4393833216538192
de0.4156318480642805
nl0.4095940959409594
fr0.3971363978899774
yo0.39668174962292607
fi0.3930197268588771
sv0.38271604938271603
sl0.37694704049844235
sk0.36457505957108816
sq0.32030586236193714
pl0.3150684931506849
ro0.3133047210300429
lv0.31093884582256676
hr0.3006993006993007
cs0.29515418502202645
et0.2844364937388193
ca0.23224568138195778
eu0.22405431619786614
pt0.2172211350293542
tr0.2023928215353938
lt0.18283963227783454
is0.17525773195876287
az0.14893617021276595
ms0.14621131270010673
es0.14163090128755365
vi0.11012235817575083
hu0.09090909090909091
zh0.08779931584948689
reliabletrue
passestrue
12
name"Hunter"
dialogue"Yeah? Uh-huh. Where? How many? I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.7940074906367041
tl0.4907407407407407
pl0.3902439024390244
cs0.3692660550458715
sk0.3692660550458715
et0.358974358974359
fi0.3529411764705882
fr0.2838541666666667
ca0.2647058823529412
hr0.24242424242424243
hi0.233983286908078
de0.22096317280453256
sq0.22096317280453256
yo0.21428571428571427
reliabletrue
passestrue
13
name"Maria"
dialogue"¿Qué pasó? You must go?"
detectedLang"en"
heavyLang"es"
scores
en0.7109826589595376
es0.7005988023952096
tl0.5081967213114754
pl0.4186046511627907
cs0.34210526315789475
yo0.33920704845814975
reliabletrue
passestrue
14
name"Hunter"
dialogue"Yeah, I gotta take this. Don't leave town. We're not done here."
detectedLang"en"
heavyLang"en"
scores
en0.7950819672131147
tl0.4528043775649795
it0.43899018232819076
sq0.36908517350157727
sv0.34959349593495936
hu0.30434782608695654
tr0.27007299270072993
no0.26605504587155965
da0.25788497217068646
hr0.25788497217068646
ca0.25650557620817843
pl0.23954372623574144
fi0.21875
cs0.2079207920792079
ro0.1836734693877551
yo0.17864476386036962
sl0.16317991631799164
sk0.15254237288135594
be0.14893617021276595
az0.13606911447084233
et0.13606911447084233
is0.13606911447084233
lt0.13606911447084233
lv0.13606911447084233
uk0.13606911447084233
vi0.13606911447084233
reliabletrue
passestrue
15
name"Maria"
dialogue"Buena suerte, detective..."
detectedLang"es"
heavyLang"es"
scores
es0.771838331160365
tl0.7448979591836735
ro0.6485943775100402
en0.6346555323590815
fr0.609375
ca0.5949074074074074
it0.5911214953271028
pt0.5853080568720379
no0.5283018867924528
de0.5244565217391305
da0.4696969696969697
eu0.38162544169611307
sq0.34701492537313433
hu0.32950191570881227
nl0.31906614785992216
cs0.29149797570850206
hr0.2768595041322314
sl0.2768595041322314
sv0.2768595041322314
reliabletrue
passestrue
16
name"Hunter"
dialogue"Yeah. You too, I guess."
detectedLang"en"
heavyLang"en"
scores
en0.7572815533980582
tl0.6385542168674699
cs0.5495495495495496
no0.4915254237288135
da0.4809688581314879
hr0.4809688581314879
ca0.4791666666666667
sv0.4791666666666667
sq0.471830985915493
pl0.45652173913043476
it0.43396226415094336
ro0.375
yo0.3670886075949367
sk0.32432432432432434
be0.3181818181818182
tr0.3181818181818182
hu0.3087557603686636
az0.29577464788732394
et0.29577464788732394
is0.29577464788732394
lt0.29577464788732394
lv0.29577464788732394
uk0.29577464788732394
vi0.29577464788732394
reliabletrue
passestrue