Run: 2026-02-18-01KHQ944NQZNWFXT6WBHBQA39A

Run Details

Model:
Claude Sonnet 4.6
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
13.4s
Cost:
$0.010809
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="Marie"> Marie is a 30-year old college student on a study abroad program. Born in France, she is fluent in French 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 French, 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: Marie 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 French, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Marie and Hunter as a voice sheet: Marie: "..." Hunter: "..."

Model response

AI
Here is the voice sheet for the scene: --- Hunter: "Excuse me, miss? I'm Detective Hunter. I was hoping I could ask you a few questions about the incident that happened near the old mill last night." Marie: "Oh... oui, j'étais là. C'était horrible, je n'arrive pas à effacer ces images de ma tête." Hunter: "I'm sorry, I... do you speak English?" Marie: "Je suis désolée, mon anglais... je ne parle pas anglais. Mais j'ai des photos, regardez!" Hunter: "Photos? You have photos of what happened?" Marie: "Oui, oui! Les photos! J'ai tout capturé avec mon appareil. Il y avait quelqu'un, une silhouette, près de l'eau. Ça m'a fait tellement peur." Hunter: "I can't understand a word you're saying, but... are you saying you photographed something? Near the water?" Marie: "Oui, l'eau! Exactement! Et cet homme... il avait disparu en quelques secondes. Comme un fantôme. Je tremble encore rien que d'y penser." Hunter: "Ma'am, I really wish I could understand you. This is frustrating. Look, if there's anyone who can translate—" Marie: "Vous voulez voir? Les photos sont là, dans mon appareil. Tenez, regardez vous-même. C'est flou mais... on voit quelque chose, non?" Hunter: "These pictures... I can't make out much, but that does look like a figure. Ma'am, I need to take this camera as evidence. Do you understand? Evidence?" Marie: "Mon appareil photo?! Non, non, non! C'est le mien! Vous ne pouvez pas le prendre comme ça! J'ai besoin de mes photos!" Hunter: "Okay, okay. Calm down. I won't take it. Not yet." Marie: "Je suis venue ici pour étudier, pour photographier les paysages, les pommes, la campagne américaine... pas pour être mêlée à ce genre de choses. Je veux rentrer chez moi." Hunter: "I'm sorry this has been upsetting for you. I can see that. I just need—" *Hunter's phone buzzes loudly* Hunter: "Hold on. Hunter here... What? Where?... I'm on my way." Marie: "Vous partez? Mais... qu'est-ce qui se passe?" Hunter: "I have to go. Don't leave town, okay? Don't. Leave. Town." Marie: "Je... je ne comprends pas. Soyez prudent, monsieur le détective." ---
created_at"2026-02-18T02:26:46.463624+00:00" 2/18/2026, 2:26:46 AM
model"anthropic/claude-4.6-sonnet-20260217"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1114
moderation_latency205
generation_time13063
tokens_prompt316
tokens_completion574
native_tokens_prompt298
native_tokens_completion661
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"
usage0.010809
router(null)
provider_responses
0
id"c378ff86-99bb-4262-a7b3-0aa1b63c8cca"
status200
is_byokfalse
latency1114
endpoint_id"83d802cb-44f2-45a0-a9d5-cb9bf79777c8"
provider_name"Amazon Bedrock"
model_permaslug"anthropic/claude-4.6-sonnet-20260217"
api_type"completions"
id"gen-1771381592-yIeLZ9N7lBv2tAMy2GuS"
upstream_id"c378ff86-99bb-4262-a7b3-0aa1b63c8cca"
total_cost0.010809
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. I was hoping I could ask you a few questions about the incident that happened near the old mill last night."
detectedLang"en"
heavyLang"en"
scores
en0.8082972866692882
tl0.6287128712871286
fr0.584221748400853
nl0.4969040247678019
it0.4881889763779528
ca0.4715447154471545
pt0.4610281923714759
no0.45953436807095344
ro0.4390103567318757
da0.4251179245283018
sq0.4186046511627907
es0.3917654398003743
sv0.36357702349869453
de0.3623283191628515
cs0.344758064516129
et0.33763586956521735
yo0.3271221532091097
sl0.30752840909090906
hr0.27884615384615385
ms0.2707554225878833
sk0.25344563552833077
pl0.2358934169278997
hu0.2243436754176611
az0.22186751795690343
tr0.17442845046570704
lt0.17302798982188297
fi0.12398921832884095
is0.12398921832884095
lv0.12003610108303249
vi0.12003610108303249
be0.06698564593301436
eu0.06698564593301436
uk0.06069364161849711
reliabletrue
passestrue
1
name"Marie"
dialogue"Oh... oui, j'étais là. C'était horrible, je n'arrive pas à effacer ces images de ma tête."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7807757166947723
nl0.46677604593929445
yo0.45515507124895216
ca0.4313210848643919
es0.4227353463587922
pt0.4159928122192273
en0.40476190476190477
ro0.37619961612284064
sq0.34077079107505076
tl0.3236212278876171
de0.3107104984093319
da0.3055555555555556
lt0.2995689655172413
it0.28492849284928495
eu0.2785793562708102
vi0.2655367231638418
sk0.2588369441277081
ms0.2459396751740139
pl0.23349056603773585
no0.22894424673784108
hu0.21592279855247284
sl0.21020656136087487
hr0.20828258221680876
cs0.18444165621079048
sv0.14921465968586387
lv0.1356382978723404
et0.13333333333333333
tr0.13101604278074866
az0.08835904628330996
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm sorry, I... do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.7964169381107492
tl0.5854063018242123
hr0.5697074010327022
cs0.558303886925795
pl0.5183044315992292
pt0.5059288537549407
sq0.500998003992016
no0.47589098532494756
it0.46236559139784944
da0.4577006507592191
sv0.45652173913043476
sk0.44933920704845814
vi0.410377358490566
yo0.39759036144578314
ro0.39320388349514557
ca0.3556701030927836
sl0.32432432432432434
de0.22360248447204967
ms0.22360248447204967
be0.21875
tr0.21875
hu0.21135646687697163
az0.20127795527156547
et0.20127795527156547
is0.20127795527156547
lt0.20127795527156547
lv0.20127795527156547
uk0.20127795527156547
reliabletrue
passestrue
3
name"Marie"
dialogue"Je suis désolée, mon anglais... je ne parle pas anglais. Mais j'ai des photos, regardez!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8021369212504946
ca0.5404411764705882
sl0.5102840352595495
lt0.5014955134596211
nl0.4742376445846478
sq0.4337485843714609
en0.4324631101021567
cs0.42660550458715596
de0.414519906323185
hr0.40968122786304606
lv0.3954050785973398
it0.38800489596083226
ro0.38800489596083226
pt0.3857493857493857
es0.375
sk0.36386768447837153
yo0.24585218702865763
pl0.2401215805471125
hi0.2366412213740458
tr0.23430321592649314
tl0.23195084485407066
hu0.2295839753466872
ms0.22720247295208654
da0.21507064364207218
fi0.14965986394557826
az0.12280701754385964
et0.11190053285968028
no0.10554561717352416
sv0.10554561717352416
reliabletrue
passestrue
4
name"Hunter"
dialogue"Photos? You have photos of what happened?"
detectedLang"en"
heavyLang"en"
scores
en0.836244541484716
tl0.6237458193979933
nl0.4668246445497631
fr0.44717444717444715
de0.4063324538258575
da0.3951612903225807
yo0.3343195266272189
no0.29467084639498436
is0.2834394904458599
es0.26229508196721313
lt0.26229508196721313
pt0.26229508196721313
cs0.25742574257425743
hi0.2549668874172185
ca0.2398648648648649
lv0.2398648648648649
reliabletrue
passestrue
5
name"Marie"
dialogue"Oui, oui! Les photos! J'ai tout capturé avec mon appareil. Il y avait quelqu'un, une silhouette, près de l'eau. Ça m'a fait tellement peur."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8104896537594756
ca0.5048179871520343
en0.45588235294117646
es0.41529709228824274
it0.37626432906271073
nl0.3698910081743869
no0.3354885057471264
ro0.29817905918057663
de0.29064417177914115
pt0.2890084550345888
da0.28681572860447185
tr0.2790335151987529
hu0.23172757475083056
sq0.21610169491525424
az0.20668953687821612
tl0.20532646048109965
sv0.1606170598911071
pl0.1567912488605287
yo0.14510166358595195
hi0.14351851851851852
vi0.09579667644183773
et0.08687068114511352
lt0.07960199004975126
lv0.071285140562249
eu0.07035175879396985
cs0.06376518218623482
hr0.06376518218623482
ms0.06376518218623482
sk0.06376518218623482
reliabletrue
passestrue
6
name"Hunter"
dialogue"I can't understand a word you're saying, but... are you saying you photographed something? Near the water?"
detectedLang"en"
heavyLang"en"
scores
en0.8164878599661208
tl0.5798319327731093
no0.5178041543026707
da0.512743628185907
fr0.5022970903522206
sv0.4698205546492659
nl0.44961896697713805
ro0.40962761126248864
cs0.3803622497616778
de0.34343434343434337
yo0.32502596053997923
pl0.3222106360792492
sk0.3092454835281615
pt0.3077742279020234
sq0.30406852248394006
ca0.29653679653679654
hr0.2785793562708102
tr0.2753623188405797
it0.2696629213483146
hu0.2554410080183276
ms0.2520138089758343
is0.2459396751740139
es0.24418604651162787
lt0.18238993710691823
az0.1698595146871009
lv0.1698595146871009
vi0.1698595146871009
et0.16237113402061853
sl0.12162162162162163
hi0.10591471801925723
be0.09722222222222222
eu0.09722222222222222
fi0.08835904628330996
uk0.08835904628330996
reliabletrue
passestrue
7
name"Marie"
dialogue"Oui, l'eau! Exactement! Et cet homme... il avait disparu en quelques secondes. Comme un fantôme. Je tremble encore rien que d'y penser."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8020119863013698
ca0.5509708737864077
es0.5217166494312305
en0.5079787234042553
it0.49810092240911563
pt0.4720319634703196
da0.46314567614625657
nl0.45266272189349116
no0.4390539721043057
de0.41269841269841273
ro0.40705128205128205
sv0.3549511854951185
et0.33691756272401435
sl0.31379821958456966
cs0.2722265932336742
yo0.26412092283214
sq0.2393092105263158
sk0.23044925124792015
tl0.23044925124792015
az0.20532646048109965
lv0.20464316423043852
hr0.2018981880931838
tr0.17336907953529937
fi0.14903403863845444
pl0.1458910433979686
ms0.1281809613572102
is0.12653446647780925
eu0.075
lt0.06754032258064516
hu0.06376518218623482
reliabletrue
passestrue
8
name"Hunter"
dialogue"Ma'am, I really wish I could understand you. This is frustrating. Look, if there's anyone who can translate—"
detectedLang"en"
heavyLang"en"
scores
en0.810704960835509
tl0.5903954802259888
no0.5201853077432165
sv0.4715743440233236
nl0.46256486286137877
da0.46136701337295694
de0.4366744366744367
ro0.4304791830322074
hr0.3933054393305439
it0.3892165122156698
cs0.38402718776550554
ca0.3695652173913043
pl0.35783879539415414
is0.3336397058823529
sk0.32808155699721964
sq0.318609022556391
lt0.3179680150517403
az0.3068833652007648
pt0.29474708171206226
lv0.2609582059123343
fr0.2602040816326531
es0.24242424242424243
hu0.23361522198731502
tr0.22459893048128343
ms0.22376873661670238
yo0.22210300429184548
sl0.1997792494481236
vi0.1723744292237443
eu0.15204678362573099
et0.14403778040141677
be0.0880503144654088
uk0.0799492385786802
reliabletrue
passestrue
9
name"Marie"
dialogue"Vous voulez voir? Les photos sont là, dans mon appareil. Tenez, regardez vous-même. C'est flou mais... on voit quelque chose, non?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8081994725485495
en0.497171590194846
it0.40119760479041916
ca0.38697318007662834
es0.313893653516295
pt0.23882017126546146
fi0.23809523809523808
nl0.2366412213740458
hi0.2300288739172281
tl0.22705314009661837
eu0.22178988326848248
da0.18200408997955012
no0.17525773195876287
yo0.16926272066458983
vi0.16405433646812956
et0.16142557651991615
de0.15700737618545837
hr0.0990990990990991
pl0.09502262443438914
lt0.09090909090909091
cs0.08571428571428572
sk0.08571428571428572
ro0.08466819221967964
lv0.08151549942594719
reliabletrue
passestrue
10
name"Hunter"
dialogue"These pictures... I can't make out much, but that does look like a figure. Ma'am, I need to take this camera as evidence. Do you understand? Evidence?"
detectedLang"en"
heavyLang"en"
scores
en0.8130064408892582
tl0.5774647887323944
no0.5145631067961165
ro0.4803695150115473
cs0.47643979057591623
fr0.4727592267135325
da0.4568497284248642
pt0.4447871684145589
ca0.43573667711598746
sq0.42159383033419023
it0.4189799870884442
sk0.4106090373280943
pl0.39475453934095495
yo0.39065673662830064
sv0.3860845839017735
hr0.3511175198269647
sl0.34971098265895956
lv0.3482983345401882
de0.34450109249817923
nl0.33969185619955977
es0.337260677466863
et0.28741092636579574
hu0.2537313432835821
lt0.21671018276762402
vi0.21328671328671328
ms0.20283436669619131
tr0.19210053859964096
is0.1906474820143885
az0.1287512100677638
be0.07216494845360825
eu0.07216494845360825
fi0.06542056074766354
uk0.06542056074766354
reliabletrue
passestrue
11
name"Marie"
dialogue"Mon appareil photo?! Non, non, non! C'est le mien! Vous ne pouvez pas le prendre comme ça! J'ai besoin de mes photos!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8174689021092483
it0.52697967764541
ca0.4951383694839192
en0.47265625000000006
es0.44029850746268656
nl0.4201030927835051
sq0.4201030927835051
da0.3902439024390244
lt0.36500470366886173
ro0.3509615384615385
sl0.33234421364985167
no0.33035714285714285
pt0.30769230769230765
hu0.29096638655462187
tr0.28038379530916846
tl0.27652733118971057
de0.26310043668122274
yo0.24242424242424243
sv0.23382519863791143
hr0.22235023041474655
lv0.2049469964664311
cs0.20118343195266272
eu0.18870192307692307
hi0.18674698795180722
ms0.17883211678832117
fi0.11533420707732633
sk0.10596026490066225
et0.10239361702127658
az0.08536585365853659
reliabletrue
passestrue
12
name"Hunter"
dialogue"Okay, okay. Calm down. I won't take it. Not yet."
detectedLang"en"
heavyLang"en"
scores
en0.7743682310469314
tl0.622356495468278
sq0.46808510638297873
yo0.3946731234866829
lv0.3734335839598998
tr0.3718592964824121
no0.3670886075949367
da0.3573264781491003
hr0.3573264781491003
ca0.3556701030927836
sv0.3556701030927836
pl0.33510638297872336
it0.3150684931506849
cs0.29577464788732394
ro0.2647058823529412
sl0.2378048780487805
sk0.22360248447204967
be0.21875
hu0.21135646687697163
az0.20127795527156547
et0.20127795527156547
is0.20127795527156547
lt0.20127795527156547
uk0.20127795527156547
vi0.20127795527156547
reliabletrue
passestrue
13
name"Marie"
dialogue"Je suis venue ici pour étudier, pour photographier les paysages, les pommes, la campagne américaine... pas pour être mêlée à ce genre de choses. Je veux rentrer chez moi."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8149082954736665
en0.4607843137254902
ca0.4318181818181818
es0.4117647058823529
nl0.40347071583514105
ro0.39058171745152354
it0.3746446844798181
pt0.3648960739030023
da0.35785172212492705
yo0.33171324422843257
tl0.3268053855569155
de0.2944194996792816
no0.2819843342036553
ms0.2198581560283688
et0.19708029197080293
sv0.19531821506949523
sq0.19413919413919412
sl0.1358994501178319
hr0.13453973249409912
cs0.11788291900561347
sk0.11646586345381525
az0.11075181891673404
tr0.08180300500834724
hu0.08103592314118631
lt0.0764063811922754
pl0.0764063811922754
vi0.07094594594594594
hi0.06542056074766354
fi0.06382978723404256
eu0.05982905982905983
reliabletrue
passestrue
14
name"Hunter"
dialogue"I'm sorry this has been upsetting for you. I can see that. I just need—"
detectedLang"en"
heavyLang"en"
scores
en0.8182984181274049
tl0.6129326047358833
et0.5272525027808677
no0.5213963963963963
ca0.4798041615667074
it0.4713930348258706
da0.46808510638297873
sv0.42953020134228187
pt0.37315634218289084
tr0.3441358024691358
hr0.3264659270998415
cs0.30098684210526316
ro0.2697594501718213
az0.247787610619469
is0.24511545293072823
sq0.23971377459749554
pl0.22867513611615245
nl0.1935483870967742
fi0.18582375478927202
ms0.17635658914728683
yo0.169921875
de0.15841584158415842
sk0.1448692152917505
be0.1414141414141414
hu0.1361788617886179
lt0.1290983606557377
lv0.1290983606557377
uk0.1290983606557377
vi0.1290983606557377
reliabletrue
passestrue
15
name"Hunter"
dialogue"Hold on. Hunter here... What? Where?... I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8281250000000001
sq0.462890625
tl0.45219123505976094
da0.4136460554371002
fr0.39692982456140347
pl0.3902439024390244
de0.3764172335600907
cs0.3692660550458715
sk0.3692660550458715
ca0.3648960739030023
et0.358974358974359
fi0.3529411764705882
hr0.24242424242424243
hi0.233983286908078
no0.22096317280453256
yo0.21428571428571427
sv0.20289855072463767
it0.1863905325443787
nl0.1863905325443787
pt0.1863905325443787
ms0.17664670658682635
ro0.17664670658682635
sl0.17664670658682635
tr0.17664670658682635
reliabletrue
passestrue
16
name"Marie"
dialogue"Vous partez? Mais... qu'est-ce qui se passe?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8262792166771952
pt0.676470588235294
it0.6718377088305488
ca0.6338215712383488
ro0.5641838351822505
da0.5535714285714286
sv0.5291095890410958
no0.5242214532871973
de0.4751908396946565
et0.4554455445544555
es0.45219123505976094
nl0.4433198380566802
hr0.42105263157894735
cs0.41983122362869196
sl0.41983122362869196
sq0.4008714596949891
en0.38478747203579416
yo0.3764172335600907
ms0.32926829268292684
fi0.27055702917771884
az0.22535211267605632
eu0.22535211267605632
tl0.22535211267605632
lt0.21428571428571427
lv0.207492795389049
pl0.20289855072463767
tr0.19590643274853803
is0.19117647058823528
hu0.1863905325443787
sk0.1863905325443787
reliabletrue
passestrue
17
name"Hunter"
dialogue"I have to go. Don't leave town, okay? Don't. Leave. Town."
detectedLang"en"
heavyLang"en"
scores
en0.8146775389177169
da0.609375
pl0.5961227786752827
tl0.5798319327731093
yo0.5462794918330308
hr0.504950495049505
no0.503968253968254
cs0.48559670781893005
sk0.44933920704845814
lv0.42528735632183906
lt0.4004796163069544
ca0.3556701030927836
sv0.3556701030927836
sq0.34895833333333337
sl0.32614555256064687
it0.3150684931506849
ro0.2647058823529412
be0.21875
tr0.21875
hu0.21135646687697163
az0.20127795527156547
et0.20127795527156547
is0.20127795527156547
uk0.20127795527156547
vi0.20127795527156547
reliabletrue
passestrue
18
name"Marie"
dialogue"Je... je ne comprends pas. Soyez prudent, monsieur le détective."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8010299625468165
ro0.570273003033367
it0.5545073375262054
en0.5395449620801733
sl0.532967032967033
ca0.5126146788990825
sq0.4785276073619632
nl0.47073474470734744
hr0.452319587628866
es0.43408788282290284
tl0.4310575635876841
de0.4170096021947874
cs0.41054091539528437
lt0.4039270687237027
yo0.4014084507042254
hu0.35993975903614456
sk0.3359375
pl0.2747440273037543
da0.256993006993007
no0.256993006993007
sv0.23423423423423423
pt0.22303473491773307
lv0.19507575757575757
tr0.18111753371868977
fi0.17153996101364524
ms0.1650294695481336
az0.15
et0.1414141414141414
reliabletrue
passestrue