Run: 2026-09-10-01M25DW245VXW72J67Y940GD6W

Run Details

Model:
DeepSeek V4.1 Flash (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
23.2s
Cost:
$0.002726
Provider:
DeepSeek

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
Maria: "No puede ser... esta foto... ¿dónde estaba él?" Hunter: "Excuse me. Detective Hunter. I'm investigating the recent disappearances in Alborn. Were you at the apple festival?" Maria: "¿Qué? Lo siento, no hablo inglés." Hunter: "Right. Okay. Do you speak English? English?" Maria: "No. No entiendo. ¿Es sobre la gente que desapareció? Porque yo... yo vi algo. En el festival de las manzanas. Estaba tomando fotos y..." Hunter: "Ma'am, slow down. I don't speak Spanish. Are you hurt? Do you need help?" Maria: "Ay, Dios mío. Mire. Mire esto." Hunter: "Your camera? You want me to look at your camera?" Maria: "Sí. Sí. Aquí. En el bosque, junto al río. Había un hombre. Y luego... ya no estaba. La niebla... se lo llevó. ¿Lo ve?" Hunter: "I'm sorry. I can't understand you. Is this about the missing people? Did you see something?" Maria: "Sí. Desapareció. Como los otros. Y yo lo fotografié. Pero tengo miedo. ¿Y si me vio?" Hunter: "Okay. I can see you're upset. Just... try to breathe. We'll figure it out." Maria: "No sé qué dice. Pero, por favor, tiene que mirar la foto. La última vez que lo vi, estaba vivo." Hunter: "Hold on." (phone rings) "Hunter. ... What? Where? ... I'm on my way." (to Maria) "I have to go. Stay here. Don't leave town." Maria: "¿Se va? No entiendo. ¿Qué pasa? ¿Encontraron a alguien?" Hunter: "I'll be back. Please. Wait here." Maria: "Espere... por favor... no me deje sola."
created_at"2026-09-10T10:30:02.124Z" 9/10/2026, 10:30:02 AM
model"deepseek/deepseek-v4.1-flash-20260910"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency523
moderation_latency(null)
generation_time23112
tokens_prompt304
tokens_completion4513
native_tokens_prompt289
native_tokens_completion4503
native_tokens_completion_images(null)
native_tokens_reasoning4079
native_tokens_cached128
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)
usage0.002726334
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.20.0; linux; x64))"
http_referer(null)
request_id"req-1789036202-Pv4nq5GihXZ0K1qSHEu6"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1789036202-EytcsDSw8pmYDPqEsBHQ"
upstream_id"ff4ad7e4-9be4-495a-b4d4-84515292c3f9"
provider_responses
0
endpoint_id"fd104bc8-535a-4d31-a847-a8e402e86a02"
id"ff4ad7e4-9be4-495a-b4d4-84515292c3f9"
is_byokfalse
latency341
model_permaslug"deepseek/deepseek-v4.1-flash-20260910"
provider_name"DeepSeek"
status200
total_cost0.002726334
cache_discount0.000018816
upstream_inference_cost0
provider_name"DeepSeek"
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"No puede ser... esta foto... ¿dónde estaba él?"
detectedLang"es"
heavyLang"es"
scores
es0.8333333333333334
pt0.6853546910755148
ca0.6686746987951807
no0.4990892531876139
en0.416135881104034
lv0.4136460554371002
da0.3806306306306307
sk0.3764172335600907
hr0.367816091954023
it0.34210526315789475
pl0.3341404358353511
eu0.2912371134020619
sv0.2647058823529412
tr0.24242424242424243
tl0.22535211267605632
sl0.21875
de0.1863905325443787
nl0.1863905325443787
ro0.1863905325443787
cs0.17664670658682635
et0.17664670658682635
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me. Detective Hunter. I'm investigating the recent disappearances in Alborn. Were you at the apple festival?"
detectedLang"en"
heavyLang"en"
scores
en0.7697179044329303
fr0.6453900709219859
tl0.6361982719417917
nl0.6061053668143771
it0.5828988529718456
pt0.5737879595098562
ro0.560197910940077
es0.5337995337995338
no0.5257854179016005
sv0.5249406175771971
ca0.5243757431629013
da0.5058678196417542
de0.48287007110536523
sl0.48186528497409326
ms0.47609692206941717
sq0.43899018232819076
cs0.43342776203966005
hr0.40074906367041196
sk0.33665008291873966
et0.3019197207678883
az0.2857142857142857
lt0.2825112107623318
pl0.2125984251968504
lv0.20556107249255212
fi0.19759277833500502
yo0.19597989949748743
is0.14712153518123666
hu0.07727797001153403
tr0.06868451688009314
reliabletrue
passestrue
2
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
3
name"Hunter"
dialogue"Right. Okay. Do you speak English? English?"
detectedLang"en"
heavyLang"en"
scores
en0.8051948051948052
tl0.6826516220028209
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
4
name"Maria"
dialogue"No. No entiendo. ¿Es sobre la gente que desapareció? Porque yo... yo vi algo. En el festival de las manzanas. Estaba tomando fotos y..."
detectedLang"es"
heavyLang"es"
scores
es0.8141077170418006
pt0.7321169997103968
ca0.7144180302562518
fr0.6006044905008636
it0.5657276995305164
tl0.5189807592303692
no0.490077177508269
da0.46685878962536026
nl0.4618964514252472
ro0.42971639950678175
en0.4247512437810945
sv0.4141861937935402
lv0.3837441705529647
hr0.3711760707002039
sk0.3598615916955017
de0.347212420606916
hu0.3462897526501767
pl0.33453237410071945
lt0.3292240754169688
tr0.32383040935672514
eu0.3163340724316335
sq0.3117559523809524
ms0.30607651912978245
sl0.30188679245283023
vi0.23363711681855842
yo0.23236514522821577
et0.22072451558550968
cs0.2154368108566582
az0.20600858369098712
fi0.20464316423043852
is0.12653446647780925
reliabletrue
passestrue
5
name"Hunter"
dialogue"Ma'am, slow down. I don't speak Spanish. Are you hurt? Do you need help?"
detectedLang"en"
heavyLang"en"
scores
en0.7853535353535354
sq0.4378306878306878
ro0.4279946164199193
cs0.4264507422402159
pl0.3876080691642651
hr0.3786549707602339
tl0.37315634218289084
no0.34615384615384615
sv0.33903576982892686
da0.33070866141732286
sk0.32432432432432434
et0.32216905901116427
vi0.2904841402337229
yo0.2796610169491525
pt0.2685025817555938
ca0.24511545293072823
hu0.24511545293072823
sl0.22018348623853207
it0.21296296296296297
de0.16829745596868884
nl0.15841584158415842
be0.1414141414141414
tr0.1414141414141414
az0.1290983606557377
is0.1290983606557377
lt0.1290983606557377
lv0.1290983606557377
uk0.1290983606557377
reliabletrue
passestrue
6
name"Maria"
dialogue"Ay, Dios mío. Mire. Mire esto."
detectedLang"es"
heavyLang"es"
scores
es0.6575342465753424
tl0.5629370629370629
sq0.45652173913043476
az0.4292237442922375
tr0.4292237442922375
reliabletrue
passestrue
7
name"Hunter"
dialogue"Your camera? You want me to look at your camera?"
detectedLang"en"
heavyLang"en"
scores
en0.8125000000000001
tl0.6835443037974683
no0.6113989637305699
nl0.5631067961165048
da0.5535714285714286
it0.5140388768898488
ms0.5098039215686274
cs0.48156682027649766
sl0.48156682027649766
es0.471830985915493
fr0.4260204081632653
ro0.412532637075718
sq0.3967828418230563
yo0.3784530386740331
pl0.375
sk0.3697478991596639
lv0.3515850144092219
hr0.3401759530791789
lt0.3161094224924012
ca0.3119266055045872
et0.296875
pt0.281150159744409
sv0.267100977198697
fi0.25
de0.24242424242424243
reliabletrue
passestrue
8
name"Maria"
dialogue"Sí. Sí. Aquí. En el bosque, junto al río. Había un hombre. Y luego... ya no estaba. La niebla... se lo llevó. ¿Lo ve?"
detectedLang"es"
heavyLang"es"
scores
es0.8185011709601873
ca0.6986780715396579
it0.5556192660550459
fr0.54518779342723
pt0.4669876203576341
yo0.46588559614059266
ro0.46292446292446293
tr0.38148443735035914
no0.33760683760683763
tl0.2999096657633243
da0.2935278030993619
lv0.2777260018639329
pl0.27705223880597013
eu0.26817752596789424
nl0.26190476190476186
cs0.2612011439466158
vi0.2604961832061069
fi0.2533718689788054
hr0.2319127849355798
sv0.2319127849355798
sl0.21079429735234215
az0.20267489711934156
en0.20185375901132854
sq0.19689119170984457
is0.1474147414741474
hu0.1388888888888889
ms0.11021814006888633
sk0.10508083140877597
reliabletrue
passestrue
9
name"Hunter"
dialogue"I'm sorry. I can't understand you. Is this about the missing people? Did you see something?"
detectedLang"en"
heavyLang"en"
scores
en0.8276357368572249
tl0.5780590717299579
da0.522673031026253
no0.5081967213114754
nl0.49874686716791977
sv0.4657168299198575
is0.38837920489296635
yo0.3435448577680525
et0.33184855233853006
it0.3181818181818182
cs0.3079584775086505
ms0.3071593533487298
de0.3063583815028902
pt0.28825622775800713
hu0.269183922046285
sq0.26108374384236455
ca0.25925925925925924
pl0.2537313432835821
ro0.21465968586387435
sk0.21156373193166886
fr0.2
hr0.1880920162381597
az0.1758241758241758
es0.11504424778761062
fi0.11504424778761062
be0.1044776119402985
tr0.1044776119402985
lt0.09502262443438914
lv0.09502262443438914
uk0.09502262443438914
vi0.09502262443438914
reliabletrue
passestrue
10
name"Maria"
dialogue"Sí. Desapareció. Como los otros. Y yo lo fotografié. Pero tengo miedo. ¿Y si me vio?"
detectedLang"es"
heavyLang"es"
scores
es0.8022412656558998
ca0.5830437804030577
pt0.5711222301644031
it0.506578947368421
yo0.455535390199637
fr0.43342776203966005
sl0.4280266920877026
sq0.40535183349851334
tl0.3871297242083759
sk0.3610223642172524
ms0.3492407809110629
no0.329608938547486
lt0.3227990970654628
ro0.30151338766006985
cs0.2966002344665885
pl0.27448609431680776
en0.27184466019417475
et0.26560587515299877
nl0.2555831265508685
tr0.2555831265508685
de0.2537313432835821
eu0.25280199252801994
sv0.24623115577889448
vi0.23954372623574144
hu0.22680412371134018
hr0.18588873812754408
lv0.16897506925207756
da0.16434540389972147
is0.15492957746478872
fi0.1111111111111111
az0.08952959028831564
reliabletrue
passestrue
11
name"Hunter"
dialogue"Okay. I can see you're upset. Just... try to breathe. We'll figure it out."
detectedLang"en"
heavyLang"en"
scores
en0.7610663983903421
tl0.539282250242483
ca0.43720379146919436
et0.4135802469135802
no0.40476190476190477
da0.3964421855146125
yo0.3870967741935484
sq0.38471502590673573
lv0.3632707774798928
pl0.3546195652173913
hr0.3493150684931507
sv0.3356643356643356
ro0.33286516853932585
cs0.3319268635724332
sk0.3004418262150221
it0.27921092564491656
lt0.2601246105919003
fr0.23633440514469453
tr0.23633440514469453
az0.22764227642276424
sl0.2030201342281879
fi0.1810344827586207
nl0.1739130434782609
be0.12844036697247707
de0.12683823529411764
es0.12683823529411764
pt0.12683823529411764
hu0.12361623616236161
is0.1171003717472119
uk0.1171003717472119
vi0.1171003717472119
reliabletrue
passestrue
12
name"Maria"
dialogue"No sé qué dice. Pero, por favor, tiene que mirar la foto. La última vez que lo vi, estaba vivo."
detectedLang"es"
heavyLang"es"
scores
es0.8198621553884711
pt0.7091552857865453
ca0.7023809523809523
it0.6655031995346131
no0.48476702508960573
fr0.4460500963391137
ro0.4460500963391137
tl0.4318181818181818
yo0.41742654508611954
sq0.3777056277056277
da0.3251173708920188
vi0.3235294117647059
en0.3179122182680902
hr0.3179122182680902
nl0.27122940430925224
sv0.26187419768934533
lv0.25227568270481143
sk0.22402159244264505
sl0.19804741980474197
pl0.1935483870967742
et0.18555240793201136
is0.17621776504297992
eu0.16424418604651161
tr0.13273001508295626
fi0.11674347158218126
de0.0987460815047022
cs0.09305993690851734
reliabletrue
passestrue
13
name"Hunter"
dialogue"I have to go. Stay here. Don't leave town."
detectedLang"en"
heavyLang"en"
scores
en0.829086389061529
da0.5864661654135338
pl0.5729813664596274
yo0.5225694444444445
hr0.4811320754716981
no0.48015122873345933
tl0.46601941747572817
cs0.461839530332681
sq0.45972495088408644
sk0.4258872651356994
lv0.40217391304347827
lt0.3778280542986425
ca0.3341404358353511
sv0.3341404358353511
sl0.3055555555555556
it0.2948717948717949
ro0.24657534246575344
be0.20289855072463767
tr0.20289855072463767
hu0.19590643274853803
az0.1863905325443787
et0.1863905325443787
is0.1863905325443787
uk0.1863905325443787
vi0.1863905325443787
reliabletrue
passestrue
14
name"Maria"
dialogue"¿Se va? No entiendo. ¿Qué pasa? ¿Encontraron a alguien?"
detectedLang"es"
heavyLang"es"
scores
es0.8242736644798502
pt0.715261958997722
ca0.656907593778591
it0.6208291203235591
fr0.6157786885245903
en0.5259165613147914
ro0.5136186770428015
hr0.4798890429958391
cs0.416796267496112
sq0.4113029827315541
fi0.40570522979397783
et0.39222042139384117
no0.39222042139384117
tl0.38016528925619836
yo0.3760399334442596
nl0.37395659432387307
sl0.3718592964824121
sk0.37080536912751677
lv0.34895833333333337
eu0.336283185840708
pl0.32432432432432434
tr0.3055555555555556
da0.3042671614100185
hu0.2937853107344633
sv0.28435114503816794
lt0.17943107221006563
is0.16666666666666666
az0.15730337078651685
vi0.15730337078651685
de0.1515837104072398
ms0.14383561643835618
reliabletrue
passestrue
15
name"Hunter"
dialogue"I'll be back. Please. Wait here."
detectedLang"en"
heavyLang"en"
scores
en0.8134328358208955
tl0.5333333333333334
hu0.4006849315068493
lt0.3902439024390244
yo0.38596491228070173
ro0.36363636363636365
sq0.36363636363636365
reliabletrue
passestrue
16
name"Maria"
dialogue"Espere... por favor... no me deje sola."
detectedLang"es"
heavyLang"es"
scores
es0.7477578475336323
pt0.7383720930232558
it0.6951219512195121
ca0.6359223300970874
en0.6059544658493871
sq0.6038732394366197
no0.5909090909090909
fr0.4201030927835051
sl0.40476190476190477
tl0.40318302387267907
ro0.39999999999999997
nl0.39839572192513373
lv0.3679775280898876
eu0.3161094224924012
hr0.3098159509202454
et0.296875
sk0.2879746835443038
tr0.281150159744409
yo0.281150159744409
ms0.27184466019417475
fi0.25
pl0.25
da0.22413793103448276
sv0.22413793103448276
reliabletrue
passestrue