Run: 2026-09-03-01M1KAMWAC729EPBHC44H603B4

Run Details

Model:
DeepSeek V4 Flash 0731 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
56.0s
Cost:
$0.000627
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** Maria: *(looking up, startled)* ¿Perdón? No... no hablo inglés. ¿Qué pasa? ¿Ha ocurrido algo? Hunter: I'm sorry, I don't... do you speak English? I just need to ask you a few questions about what you saw near the apple festival. Maria: *(shaking, clutching her camera)* No entiendo. Yo solo estaba tomando fotos del paisaje. El atardecer era tan bonito... pero luego vi algo. Algo que no debía ver. Hunter: Ma'am, I need you to stay calm. Can you show me your camera? Maybe you have photos from that day. Maria: *(hesitates, then turns the camera toward him)* Las fotos... están aquí. Pero no sé si debo mostrarlas. Tengo miedo. ¿Usted es de la policía? Hunter: Yes, I'm a detective. *(points at the camera)* Photos. Can I see? Please? Maria: *(scrolls through images, trembling)* Aquí. En esta foto, detrás de los árboles. Hay una figura. No era un animal. Y luego... esa persona desapareció. No sé cómo explicarlo. Hunter: *(looking at the screen, frowning)* I don't understand what you're saying, but this photo... this is important. Is this the orchard? *(points at the image)* Maria: Sí, sí. El huerto. Allí fue. *(She looks at him with pleading eyes)* Usted me cree, ¿verdad? No estoy loca. Hunter: I wish I knew what you were saying. But I can see you're scared. *(He pulls out a card)* Here. My number. If you can find someone to translate, call me. Maria: *(takes the card, nods)* Gracias. Lo haré. Por favor, encuentre a esa persona. Antes de que desaparezca alguien más. *(Hunter's phone rings. He checks it, grimaces.)* Hunter: I have to go. Stay safe. *(He leaves quickly)* Maria: *(watches him go, whispers)* Cuídese, detective.
created_at"2026-09-03T09:47:21.309Z" 9/3/2026, 9:47:21 AM
model"deepseek/deepseek-v4-flash-20260731"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency739
moderation_latency(null)
generation_time37801
tokens_prompt304
tokens_completion2085
native_tokens_prompt342
native_tokens_completion2068
native_tokens_completion_images(null)
native_tokens_reasoning1605
native_tokens_cached0
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)
usage0.00062692
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788428841-3VNn8hZEtU0xz0Rv74zP"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788428841-fzEYmMI7Afty6eodtvxn"
upstream_id"5f081b46-aws_ue2"
provider_responses
0
endpoint_id"f954a48e-1c90-433b-9348-4720f8030331"
is_byokfalse
latency206
model_permaslug"deepseek/deepseek-v4-flash-20260731"
provider_name"OpenInference"
status429
1
endpoint_id"47a93b18-a9c6-485b-9a47-2afb6ca790dc"
is_byokfalse
latency42
model_permaslug"deepseek/deepseek-v4-flash-20260731"
provider_name"BaseTen"
status429
2
endpoint_id"fc1cac03-9834-4ed8-8dfe-2dfb8543b690"
is_byokfalse
latency664
model_permaslug"deepseek/deepseek-v4-flash-20260731"
provider_name"Morph"
status429
3
endpoint_id"562d5188-97d1-49f7-8881-d0e417e31ada"
is_byokfalse
latency195
model_permaslug"deepseek/deepseek-v4-flash-20260731"
provider_name"Makora"
status504
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endpoint_id"cb029acf-a84f-4280-8103-909d269e1e5f"
is_byokfalse
latency324
model_permaslug"deepseek/deepseek-v4-flash-20260731"
provider_name"DigitalOcean"
status429
5
endpoint_id"14c4df90-c7af-42ff-99e7-69d62a89e7d5"
is_byokfalse
latency1152
model_permaslug"deepseek/deepseek-v4-flash-20260731"
provider_name"AkashML"
status429
6
endpoint_id"89e67dfe-8499-4a5c-a1eb-2baf0e8d63ee"
is_byokfalse
latency5450
model_permaslug"deepseek/deepseek-v4-flash-20260731"
provider_name"Inceptron"
status429
7
endpoint_id"604391ba-7c17-4f8b-8a18-b38c5b45ac52"
id"5f081b46-aws_ue2"
is_byokfalse
latency739
model_permaslug"deepseek/deepseek-v4-flash-20260731"
provider_name"Together"
status200
total_cost0.00062692
cache_discount(null)
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"Maria"
dialogue"¿Perdón? No... no hablo inglés. ¿Qué pasa? ¿Ha ocurrido algo?"
detectedLang"es"
heavyLang"es"
scores
es0.8154981549815498
pt0.6461071789686553
ca0.5662949194547707
it0.5257452574525745
hu0.39130434782608703
no0.3783303730017762
fr0.3269230769230769
tr0.3217054263565891
lv0.2723492723492723
eu0.25531914893617025
sv0.2537313432835821
en0.2290748898678414
ms0.22566371681415928
hr0.22394678492239467
sk0.20634920634920634
lt0.1898148148148148
tl0.18604651162790697
et0.18032786885245902
pl0.1764705882352941
sq0.17061611374407584
reliabletrue
passestrue
1
name"Hunter"
dialogue"I'm sorry, I don't... do you speak English? I just need to ask you a few questions about what you saw near the apple festival."
detectedLang"en"
heavyLang"en"
scores
en0.8127779077931195
tl0.5296884185773074
fr0.5263469508584961
it0.5151515151515151
pt0.4907702100572883
cs0.4891443167305236
hr0.48717948717948717
ca0.46631087391594395
no0.46236559139784944
da0.4490358126721763
sv0.4463667820069204
sk0.42196531791907516
pl0.41690962099125367
es0.4043186895011169
sq0.3989481592787378
yo0.39759036144578314
sl0.3930197268588771
nl0.3907083015993907
ms0.38080495356037153
et0.37936384794414274
ro0.34372436423297786
lt0.3191489361702128
de0.31093884582256676
lv0.2844364937388193
hu0.26605504587155965
az0.23882017126546146
vi0.23371647509578544
tr0.15522703273495247
is0.14712153518123666
fi0.13606911447084233
be0.08045977011494253
eu0.08045977011494253
uk0.07300115874855156
reliabletrue
passestrue
2
name"Maria"
dialogue"No entiendo. Yo solo estaba tomando fotos del paisaje. El atardecer era tan bonito... pero luego vi algo. Algo que no debía ver."
detectedLang"es"
heavyLang"es"
scores
es0.7988939165409754
pt0.6623047699451245
ca0.615014436958614
it0.5503091624508151
tl0.44713199723566
en0.34959349593495936
fr0.3277310924369748
no0.3237531699070161
sv0.3191489361702128
da0.27404718693284935
nl0.26538108356290174
ro0.25719591457753016
lv0.24882629107981222
hr0.23518164435946462
et0.22178988326848248
pl0.2202729044834308
eu0.2007992007992008
yo0.1836734693877551
fi0.17440660474716202
sl0.17098445595854922
ms0.17012448132780084
sk0.1649269311064718
tr0.1649269311064718
lt0.15164369034994699
de0.14346895074946467
hu0.13513513513513514
vi0.1111111111111111
cs0.07727797001153403
sq0.07300115874855156
az0.06868451688009314
reliabletrue
passestrue
3
name"Hunter"
dialogue"Ma'am, I need you to stay calm. Can you show me your camera? Maybe you have photos from that day."
detectedLang"en"
heavyLang"en"
scores
en0.7978684307239985
tl0.6159217877094972
da0.4148936170212766
ca0.4136460554371002
it0.39091915836101887
fr0.38820912124582874
no0.38547486033519557
cs0.36342592592592593
nl0.358974358974359
et0.35064935064935066
sq0.33894230769230765
es0.3381468110709988
pl0.32182490752157833
lv0.3176178660049628
hr0.3167701863354037
ro0.31077694235588976
lt0.3099121706398996
pt0.3081761006289308
ms0.298469387755102
yo0.289405684754522
sv0.2857142857142857
sl0.2753623188405797
sk0.27055702917771884
tr0.2109038737446198
de0.20634920634920634
az0.20289855072463767
hi0.12280701754385964
fi0.12
be0.11290322580645161
hu0.1085899513776337
is0.10277324632952692
uk0.10277324632952692
vi0.10277324632952692
reliabletrue
passestrue
4
name"Maria"
dialogue"Las fotos... están aquí. Pero no sé si debo mostrarlas. Tengo miedo. ¿Usted es de la policía?"
detectedLang"es"
heavyLang"es"
scores
es0.8109243697478992
ca0.7169811320754716
it0.5741324921135647
pt0.5733249051833123
tl0.506578947368421
no0.4693396226415094
ro0.46808510638297873
fr0.46086261980830673
hu0.4534412955465587
cs0.4318181818181818
en0.42845046570702794
lv0.412532637075718
sk0.3935309973045822
de0.38580527752502275
sq0.37902483900643974
eu0.3767313019390581
yo0.3691588785046729
lt0.3679775280898876
nl0.3559160305343511
da0.3484555984555985
tr0.3270189431704885
hr0.3263473053892215
sl0.2849576271186441
sv0.27961579509071505
ms0.26789587852494573
is0.2566079295154185
pl0.2474916387959866
az0.22591743119266056
et0.1837968561064087
fi0.11067193675889328
vi0.11067193675889328
reliabletrue
passestrue
5
name"Hunter"
dialogue"Yes, I'm a detective. Photos. Can I see? Please?"
detectedLang"en"
heavyLang"en"
scores
en0.8146035367940673
ca0.6494066882416397
ro0.6412803532008831
tl0.6294184720638542
fr0.602203182374541
it0.559620596205962
es0.5454545454545454
pt0.5454545454545454
hr0.49455676516329705
cs0.4873817034700315
sq0.4791666666666667
et0.4766505636070853
da0.47580645161290325
no0.47580645161290325
sv0.4519392917369309
pl0.41546762589928055
lt0.40909090909090906
tr0.4080145719489982
hu0.40693430656934304
nl0.40693430656934304
de0.4058500914076782
az0.3925233644859813
yo0.3879472693032015
lv0.385633270321361
sk0.38330170777988615
sl0.3257261410788381
is0.29805615550755943
vi0.2903930131004367
hi0.19154228855721395
be0.17721518987341772
eu0.17721518987341772
fi0.16237113402061853
ms0.16237113402061853
uk0.16237113402061853
reliabletrue
passestrue
6
name"Maria"
dialogue"Aquí. En esta foto, detrás de los árboles. Hay una figura. No era un animal. Y luego... esa persona desapareció. No sé cómo explicarlo."
detectedLang"es"
heavyLang"es"
scores
es0.8143315937374548
ca0.7190157958687728
pt0.6150645027049522
it0.5818264014466547
fr0.5492202729044834
ro0.532355915065723
en0.4903581267217631
lv0.38822751322751325
nl0.3878226340172072
no0.3829219479653102
de0.35042134831460675
da0.3430397727272727
tr0.32234432234432236
sv0.312267657992565
ms0.31073025335320414
eu0.31021625652498136
tl0.2965779467680608
sq0.28405572755417957
hu0.28294573643410853
is0.25702811244979923
sk0.2516181229773463
pl0.24612876935615322
hr0.23868312757201646
yo0.23616845582163504
vi0.20532646048109965
sl0.19425087108013936
az0.17631344612644703
cs0.1131351869606903
et0.1131351869606903
fi0.08325074331020813
lt0.07221664994984955
reliabletrue
passestrue
7
name"Hunter"
dialogue"I don't understand what you're saying, but this photo... this is important. Is this the orchard?"
detectedLang"en"
heavyLang"en"
scores
en0.8139377537212449
tl0.6293800539083558
no0.576923076923077
fr0.570647931303669
da0.5439469320066335
nl0.5076096687555953
sv0.4731800766283525
ro0.44388270980788674
ca0.4421906693711968
yo0.36342592592592593
it0.36046511627906974
sq0.3365500603136309
cs0.3349455864570738
de0.3276283618581907
tr0.3125
is0.2939666238767651
hu0.28664072632944226
pl0.27055702917771884
es0.2637215528781794
pt0.2637215528781794
sk0.22644163150492264
hr0.20174165457184323
lt0.19590643274853803
ms0.12420382165605094
hi0.12280701754385964
be0.11290322580645161
az0.10277324632952692
et0.10277324632952692
lv0.10277324632952692
uk0.10277324632952692
vi0.10277324632952692
reliabletrue
passestrue
8
name"Maria"
dialogue"Sí, sí. El huerto. Allí fue. Usted me cree, ¿verdad? No estoy loca."
detectedLang"es"
heavyLang"es"
scores
es0.8000940733772343
ca0.630113141862489
pt0.5390455531453362
no0.4613434727503169
it0.44733420026007803
en0.41540577716643745
sq0.3359375
nl0.3089430894308943
da0.3044189852700491
ro0.30098684210526316
et0.288107202680067
tr0.288107202680067
fr0.28451178451178455
tl0.2685025817555938
yo0.2582897033158813
eu0.23835125448028674
lv0.23561151079136694
hu0.22727272727272727
hr0.1920152091254753
az0.17635658914728683
sk0.17635658914728683
sl0.17153996101364524
ms0.1650294695481336
de0.15841584158415842
fi0.15
pl0.15
reliabletrue
passestrue
9
name"Hunter"
dialogue"I wish I knew what you were saying. But I can see you're scared. Here. My number. If you can find someone to translate, call me."
detectedLang"en"
heavyLang"en"
scores
en0.8237724842002917
tl0.5201853077432165
no0.44015444015444016
et0.4282334384858044
da0.40230832646331405
cs0.38766891891891886
sq0.3850720949957591
pl0.36846689895470386
it0.36736474694589877
sk0.36459246275197194
hr0.35152057245080504
sv0.34090909090909094
ro0.3160377358490566
sl0.31344696969696967
yo0.3055555555555556
tr0.2995169082125604
ca0.2857142857142857
fr0.26321138211382117
es0.2617107942973524
lv0.2579324462640737
pt0.25334706488156544
nl0.2494824016563147
lt0.24400417101147026
ms0.24400417101147026
az0.21536796536796535
hu0.17707150964812712
vi0.1723744292237443
de0.16666666666666666
is0.16666666666666666
fi0.09375000000000001
be0.0880503144654088
eu0.0845959595959596
uk0.0799492385786802
reliabletrue
passestrue
10
name"Maria"
dialogue"Gracias. Lo haré. Por favor, encuentre a esa persona. Antes de que desaparezca alguien más."
detectedLang"es"
heavyLang"es"
scores
es0.8179781573788855
pt0.731404958677686
ca0.7046796910495229
fr0.5843989769820972
it0.5569188820722564
ro0.49768160741885625
sq0.4257950530035336
hu0.4042163153070577
en0.39422180801491147
da0.391955098222638
no0.37858508604206503
nl0.35834155972359333
yo0.35000000000000003
sv0.33605720122574056
eu0.3319630010277493
ms0.3092454835281615
de0.3033226152197213
sk0.29729729729729726
cs0.2927094668117519
pl0.28884026258205686
tr0.2713004484304933
is0.268018018018018
et0.2562929061784897
lv0.25287356321839083
tl0.2476851851851852
az0.22802850356294538
hr0.20828258221680876
vi0.19852034525277434
sl0.19254658385093168
lt0.19154228855721395
fi0.08835904628330996
reliabletrue
passestrue
11
name"Hunter"
dialogue"I have to go. Stay safe."
detectedLang"en"
heavyLang"en"
scores
en0.8306997742663657
da0.7222222222222222
pl0.7109826589595376
yo0.6674057649667406
hr0.6296296296296297
no0.6287128712871286
tl0.6153846153846154
cs0.6113989637305699
sk0.576271186440678
lv0.5522388059701493
lt0.526813880126183
ca0.4791666666666667
sv0.4791666666666667
sq0.471830985915493
sl0.44649446494464945
it0.43396226415094336
ro0.375
be0.3181818181818182
tr0.3181818181818182
hu0.3087557603686636
az0.29577464788732394
et0.29577464788732394
is0.29577464788732394
uk0.29577464788732394
vi0.29577464788732394
reliabletrue
passestrue
12
name"Maria"
dialogue"Cuídese, detective."
detectedLang"en"
heavyLang"es"
scores
en0.669603524229075
it0.6495327102803737
ro0.6268656716417911
tl0.6031746031746031
fr0.5626822157434402
ca0.5454545454545454
es0.5426829268292682
pt0.53125
sq0.38271604938271603
da0.358974358974359
de0.358974358974359
nl0.35344827586206895
no0.34782608695652173
cs0.32432432432432434
hr0.3087557603686636
sl0.3087557603686636
sv0.3087557603686636
reliabletrue
passestrue