Run: 2026-10-20-01M5C6CKM92F6H49P03W5C9RE1

Run Details

Model:
DeepSeek V4.1 Flash 1017 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
9.0s
Cost:
$0.002781
Provider:
Together

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 Hunter: “Excuse me—Maria, right? I’m Detective Hunter. You were out near the orchard road yesterday. Did you see anything unusual? Anything connected to the disappearances?” Maria: “¿Quién es usted? Sí… soy María. Ayer vi algo. Estaba muy asustada. Mire mi cámara.” Hunter: “I’m sorry—I don’t speak Spanish. Are you all right? Do you speak English?” Maria: “No hablo inglés. No entiendo. Pero escuche, por favor: había una furgoneta, y un hombre. Saqué una foto sin querer. Aquí está.” Hunter: “Okay—okay, slow down. You’re shaking. Is this about the missing people? Did you see something?” Maria: “¡Sí! Desapariciones. Un hombre. Una furgoneta. La foto… no quería ver esto.” Hunter: “I can’t understand you. But you keep pointing at the camera. Did you take a picture?” Maria: “Sí. Mire. Por favor. Aquí. En la foto.” Hunter: “That’s… I think that’s the orchard road. I need an interpreter. Ma’am, please stay here.” Hunter: “Hunter. … Yeah. … I’m at the café. … Now? All right. I’m coming.” Hunter: “Maria—stay here. Don’t leave. We’ll find someone who speaks Spanish.” Maria: “¿Se va? No, espere. La foto. ¡Mire la foto, por favor!” Hunter: “I’ll be back. Just stay put.”
created_at"2026-10-20T08:21:02.227Z" 10/20/2026, 8:21:02 AM
model"deepseek/deepseek-v4.1-flash-20261017"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency25
moderation_latency(null)
generation_time8942
tokens_prompt304
tokens_completion2461
native_tokens_prompt289
native_tokens_completion2308
native_tokens_completion_images(null)
native_tokens_reasoning1949
native_tokens_cached256
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
num_fetches(null)
web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
service_tier(null)
usage0.002781036
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
http_referer(null)
request_id"req-1792484462-ygpf6ZOrOy3VnmYmUWqt"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1792484462-NLaBcOBZ0ns0sK00HoBB"
upstream_id"ac4bcc86-aws_ue1"
provider_responses
0
endpoint_id"34cd16bf-a525-40b2-beeb-5f1809202c06"
id"ac4bcc86-aws_ue1"
is_byokfalse
latency25
model_permaslug"deepseek/deepseek-v4.1-flash-20261017"
provider_name"Together"
status200
total_cost0.002781036
cache_discount0.000075264
upstream_inference_cost0
provider_name"Together"
response_cache_source_id(null)
data_region"global"
workspace_id"97e315e5-d303-487d-83c1-83180e8a13d4"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"“Excuse me—Maria, right? I’m Detective Hunter. You were out near the orchard road yesterday. Did you see anything unusual? Anything connected to the disappearances?”"
detectedLang"en"
heavyLang"en"
scores
en0.7923840388900142
tl0.6042471042471043
fr0.5285188592456301
nl0.4238336143901068
no0.4162870159453303
pt0.41024165707710014
ca0.4016345592527729
it0.3799153055051422
sq0.3707796193984039
ms0.3676742751388032
es0.36453812771233723
da0.3483788938334393
ro0.30883344571813887
de0.3017711171662125
et0.2969821673525377
sl0.2842178770949721
yo0.2709815078236131
sv0.24963396778916547
cs0.24908424908424906
hr0.20109119251753704
lv0.19921875
lt0.18326693227091634
pl0.16462917685411574
sk0.15983606557377047
fi0.15845648604269294
zh0.1298811544991511
eu0.12243150684931507
tr0.0544280442804428
reliabletrue
passestrue
1
name"Maria"
dialogue"“¿Quién es usted? Sí… soy María. Ayer vi algo. Estaba muy asustada. Mire mi cámara.”"
detectedLang"es"
heavyLang"es"
scores
es0.7968230513483561
ca0.5689655172413793
pt0.5303159692570453
yo0.4142705005324814
no0.3357487922705314
eu0.30904522613065327
da0.29936305732484075
tr0.29032258064516125
et0.28756476683937826
de0.2838541666666667
sv0.2801047120418848
en0.26861702127659576
hu0.2537313432835821
it0.25271739130434784
is0.21763869132290184
lv0.1791044776119403
sq0.16030534351145037
vi0.15384615384615385
sl0.14330218068535827
lt0.1419656786271451
tl0.13657770800627944
ro0.13385826771653545
cs0.12974683544303797
sk0.12974683544303797
hr0.12420382165605094
pl0.12420382165605094
fr0.10569105691056911
reliabletrue
passestrue
2
name"Hunter"
dialogue"“I’m sorry—I don’t speak Spanish. Are you all right? Do you speak English?”"
detectedLang"en"
heavyLang"en"
scores
en0.8168851195065535
tl0.6751025991792066
no0.49360341151385934
sq0.45899772209567197
ro0.4508670520231214
sv0.4324970131421744
da0.42839951865222625
hr0.41066997518610426
cs0.3994943109987357
de0.3902439024390244
it0.3766404199475065
pl0.36155913978494625
pt0.35020519835841313
yo0.33473389355742295
sk0.3004418262150221
vi0.26810477657935283
et0.24121405750798725
ca0.22512234910277326
hu0.22512234910277326
sl0.20168067226890754
nl0.14414414414414414
fr0.13479052823315119
ms0.1316270566727605
be0.12844036697247707
tr0.12844036697247707
az0.1171003717472119
is0.1171003717472119
lt0.1171003717472119
lv0.1171003717472119
uk0.1171003717472119
reliabletrue
passestrue
3
name"Maria"
dialogue"“No hablo inglés. No entiendo. Pero escuche, por favor: había una furgoneta, y un hombre. Saqué una foto sin querer. Aquí está.”"
detectedLang"es"
heavyLang"es"
scores
es0.7936392328235008
ca0.6276828734121769
pt0.5925215723873442
fr0.5296070835639181
it0.5140080045740424
tl0.4064245810055866
no0.36042136945071485
lv0.3431221020092735
ro0.3078175895765472
da0.30384930384930386
de0.2621527777777778
sv0.25503943908851884
en0.23903312444046554
pl0.222323879231473
sk0.222323879231473
hr0.21586715867158673
sl0.2026266416510319
et0.20037629350893696
nl0.19431279620853079
sq0.18660287081339713
yo0.18426103646833014
tr0.16338582677165356
cs0.1465863453815261
hu0.10807974816369359
vi0.10337552742616034
fi0.09670563230605739
reliabletrue
passestrue
4
name"Hunter"
dialogue"“Okay—okay, slow down. You’re shaking. Is this about the missing people? Did you see something?”"
detectedLang"en"
heavyLang"en"
scores
en0.8285629099582588
tl0.6083106267029973
nl0.4753649635036496
is0.3539325842696629
ms0.3162901307966707
no0.3146603098927294
sv0.2987804878048781
et0.29012345679012347
yo0.2830423940149626
fr0.2776381909547738
da0.27398989898989895
pt0.27122940430925224
hu0.21124828532235942
de0.20907840440165062
cs0.11944869831546708
es0.11944869831546708
fi0.11944869831546708
sq0.11944869831546708
ca0.11128284389489954
az0.10156250000000001
it0.10156250000000001
reliabletrue
passestrue
5
name"Maria"
dialogue"“¡Sí! Desapariciones. Un hombre. Una furgoneta. La foto… no quería ver esto.”"
detectedLang"es"
heavyLang"es"
scores
es0.8098136173449982
ca0.7358689910195457
it0.6108949416342413
ro0.5515695067264574
pt0.5412844036697247
fr0.5069033530571991
tl0.5004995004995005
lv0.4703389830508474
yo0.4582881906825569
no0.40119760479041916
sv0.3630573248407643
sk0.33510638297872336
hr0.31880108991825606
nl0.29873772791023845
en0.27219796215429404
da0.25595238095238093
sq0.24242424242424243
de0.2366412213740458
sl0.23195084485407066
pl0.2163009404388715
eu0.15540540540540537
lt0.15110356536502548
tr0.14965986394557826
vi0.14383561643835618
is0.1334488734835355
ms0.1334488734835355
cs0.10554561717352416
et0.10554561717352416
reliabletrue
passestrue
6
name"Hunter"
dialogue"“I can’t understand you. But you keep pointing at the camera. Did you take a picture?”"
detectedLang"en"
heavyLang"en"
scores
en0.8142907675981605
tl0.727979274611399
no0.6167883211678832
da0.6156661786237189
ro0.5650372825186413
sv0.5539507221750212
it0.5442708333333333
fr0.5235934664246824
nl0.49275362318840576
de0.4791666666666667
hr0.4348762109795479
pl0.4330453563714903
cs0.4318181818181818
yo0.42244224422442245
ca0.41731409544950054
sq0.40340909090909094
ms0.3667068757539204
sk0.3566176470588235
is0.35344827586206895
sl0.3208279430789133
es0.3055555555555556
lt0.3055555555555556
hu0.2981283422459893
pt0.2827868852459016
tr0.21875
az0.20212765957446807
lv0.20212765957446807
vi0.20212765957446807
et0.1935483870967742
be0.11764705882352942
eu0.11764705882352942
fi0.10714285714285714
uk0.10714285714285714
reliabletrue
passestrue
7
name"Maria"
dialogue"“Sí. Mire. Por favor. Aquí. En la foto.”"
detectedLang"es"
heavyLang"es"
scores
es0.806949806949807
ca0.7773820124666073
fr0.6056782334384858
sq0.6019108280254777
no0.5967741935483871
pt0.5867768595041323
it0.5446265938069217
ro0.5404411764705882
da0.5309568480300189
nl0.5291902071563088
yo0.4897959183673469
sl0.4646680942184154
sv0.4600431965442765
is0.34895833333333337
tr0.3055555555555556
fi0.251497005988024
tl0.251497005988024
vi0.251497005988024
eu0.23076923076923078
sk0.23076923076923078
en0.22360248447204967
de0.20127795527156547
lv0.20127795527156547
pl0.20127795527156547
cs0.19093851132686085
et0.19093851132686085
hr0.19093851132686085
reliabletrue
passestrue
8
name"Hunter"
dialogue"“That’s… I think that’s the orchard road. I need an interpreter. Ma’am, please stay here.”"
detectedLang"en"
heavyLang"en"
scores
en0.7944693572496263
tl0.5443247721623861
sq0.532312925170068
de0.489322191272052
nl0.4888475836431227
no0.47115384615384615
ro0.4532803180914513
fr0.4527363184079602
ca0.4136460554371002
sv0.4136460554371002
da0.41050375133976424
it0.40987124463519314
tr0.3888888888888889
et0.377123442808607
es0.35672514619883045
ms0.34988179669030733
yo0.3436754176610978
vi0.29936305732484075
pt0.2939666238767651
hu0.28848641655886154
hr0.28756476683937826
sk0.2801047120418848
pl0.2744063324538259
eu0.25271739130434784
cs0.2486338797814208
lv0.21316165951359084
sl0.2040520984081042
lt0.20289855072463767
az0.19117647058823528
be0.11290322580645161
is0.10277324632952692
uk0.10277324632952692
reliabletrue
passestrue
9
name"Hunter"
dialogue"“Hunter. … Yeah. … I’m at the café. … Now? All right. I’m coming.”"
detectedLang"en"
heavyLang"en"
scores
en0.7944078947368421
tl0.7150455927051672
no0.5976394849785408
da0.5674740484429065
nl0.5404411764705882
fr0.5098039215686274
pt0.4877049180327869
de0.4509516837481699
it0.37913907284768217
sv0.3697478991596639
sq0.3578767123287671
yo0.32553956834532377
ro0.2951127819548872
ca0.28977272727272724
ms0.267578125
es0.21218487394957983
et0.19006479481641467
sl0.1359447004608295
tr0.1359447004608295
reliabletrue
passestrue
10
name"Hunter"
dialogue"“Maria—stay here. Don’t leave. We’ll find someone who speaks Spanish.”"
detectedLang"en"
heavyLang"en"
scores
en0.8128898128898129
tl0.46236559139784944
sq0.40476190476190477
da0.39759036144578314
pt0.3401759530791789
ro0.3353028064992614
es0.3283582089552239
no0.3171471927162367
de0.3161094224924012
sv0.31402439024390244
et0.3098159509202454
nl0.3098159509202454
it0.24874791318864775
ca0.24369747899159663
eu0.24114671163575044
lt0.21875
ms0.21328671328671328
fi0.2077464788732394
hr0.14285714285714285
sl0.13793103448275862
hu0.1362763915547025
fr0.1346153846153846
pl0.12959381044487428
sk0.12280701754385964
yo0.12280701754385964
cs0.11591355599214145
lv0.11591355599214145
reliabletrue
passestrue
11
name"Maria"
dialogue"“¿Se va? No, espere. La foto. ¡Mire la foto, por favor!”"
detectedLang"es"
heavyLang"es"
scores
es0.7887864823348695
ca0.7608695652173914
it0.7298624754420432
pt0.725
ro0.695796460176991
sq0.6405228758169935
no0.6333333333333333
fr0.6212121212121212
hr0.5158450704225351
yo0.5106761565836299
sl0.4990892531876139
en0.48405253283302063
tl0.461839530332681
da0.45219123505976094
cs0.4148936170212766
lv0.4136460554371002
sk0.3764172335600907
sv0.3544600938967136
pl0.3341404358353511
nl0.3176178660049628
eu0.2744063324538259
fi0.27055702917771884
tr0.24242424242424243
vi0.233983286908078
de0.1863905325443787
et0.17664670658682635
reliabletrue
passestrue
12
name"Hunter"
dialogue"“I’ll be back. Just stay put.”"
detectedLang"en"
heavyLang"en"
scores
en0.8270750988142294
tl0.5333333333333334
hr0.41666666666666663
hu0.4006849315068493
lt0.3902439024390244
yo0.38596491228070173
et0.36823104693140796
sv0.36823104693140796
ca0.3055555555555556
reliabletrue
passestrue