Run: 2026-09-10-01M25DN9XKAWEV89JSY92JR410

Run Details

Model:
DeepSeek V4.1 Flash (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
24.8s
Cost:
$0.002956
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="Melanie"> Melanie is a 30-year old college student on a study abroad program. Born in Germany, she is fluent in German 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 German, 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: Melanie 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 German, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Melanie and Hunter as a voice sheet: Melanie: "..." Hunter: "..."

Model response

AI
**Voice Sheet — Café in Alborn, MN** Melanie: "(in German, shaken) Ja. Ich war beim Apfelfest. Ich habe es gesehen. Das Licht. Und dann war sie weg. [Yes. I was at the apple festival. I saw it. The light. And then she was gone.]" Hunter: "Ma'am? Detective Hunter. I'm asking about what happened at the festival. You were there, weren't you?" Melanie: "(in German) Ich verstehe Sie nicht. Aber schauen Sie. Das Foto. Bitte. [I don't understand you. But look. The photo. Please.]" Hunter: "I'm sorry—I don't speak German. Do you speak English?" Melanie: "(in German, voice breaking) Kein Mensch. Es war kein Mensch. Es hat sie mitgenommen. [Not a person. It wasn't a person. It took her.]" Hunter: "Okay... I'm getting that you're scared. Is this about the missing woman?" Melanie: "(in German) Ja. Vermisst. Sie ist verschwunden. Und ich habe es gesehen. [Yes. Missing. She disappeared. And I saw it.]" Hunter: "Ma'am, I need you to slow down. I can't understand you." Melanie: "(in German) Bitte. Sie müssen mir glauben. Das Foto ist der Beweis. [Please. You have to believe me. The photo is the proof.]" Hunter: "The camera? You want me to look at the camera?" Melanie: "(in German) Ja. Bitte. Sehen Sie. Das ist kein Mensch. [Yes. Please. Look. That is not a person.]" Hunter: "I don't know what you're saying, but I can see you're shaken. I'm going to call for a translator. Just stay here." Melanie: "(in German) Ich habe Angst. Bitte gehen Sie nicht. [I'm afraid. Please don't go.]" Hunter: "(phone rings) Hunter. ... Where? ... I'm on my way." Melanie: "(in German) Was ist passiert? Sie gehen? Bitte nicht. Nehmen Sie das Foto mit. [What happened? You're leaving? Please don't. Take the photo with you.]" Hunter: "I have to go. Stay here. Don't leave Alborn." Melanie: "(in German) Bitte! Sie brauchen das Foto! [Please! You need the photo!]" Hunter: "I'll be back. We'll find someone who speaks German."
created_at"2026-09-10T10:26:20.728Z" 9/10/2026, 10:26:20 AM
model"deepseek/deepseek-v4.1-flash-20260910"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency737
moderation_latency(null)
generation_time24614
tokens_prompt306
tokens_completion4991
native_tokens_prompt293
native_tokens_completion4885
native_tokens_completion_images(null)
native_tokens_reasoning4337
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)
usage0.002956134
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.20.0; linux; x64))"
http_referer(null)
request_id"req-1789035980-7tpSFysHrmuvSOdLcvYk"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1789035980-2rqIqfB8kO12Q7Epim4T"
upstream_id"c97ada80-21a2-4466-8730-51730f27748d"
provider_responses
0
endpoint_id"fd104bc8-535a-4d31-a847-a8e402e86a02"
id"c97ada80-21a2-4466-8730-51730f27748d"
is_byokfalse
latency307
model_permaslug"deepseek/deepseek-v4.1-flash-20260910"
provider_name"DeepSeek"
status200
total_cost0.002956134
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"Melanie"
dialogue"Ja. Ich war beim Apfelfest. Ich habe es gesehen. Das Licht. Und dann war sie weg."
detectedLang"de"
heavyLang"de"
scores
de0.8303807010931021
nl0.45054945054945056
ca0.4260204081632653
pl0.40554821664464996
fi0.3487698986975398
lv0.3430656934306569
sk0.3161094224924012
pt0.2694805194805195
da0.2598684210526316
et0.2549668874172185
es0.24623115577889448
en0.21052631578947367
eu0.20353982300884957
hu0.1847826086956522
lt0.16820702402957485
sl0.15094339622641512
no0.14772727272727273
ro0.14772727272727273
sq0.14285714285714285
sv0.14285714285714285
yo0.14285714285714285
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am? Detective Hunter. I'm asking about what happened at the festival. You were there, weren't you?"
detectedLang"en"
heavyLang"en"
scores
en0.7960725075528701
tl0.6057242990654206
no0.5018450184501845
nl0.4943820224719101
da0.4730679156908665
fr0.4676656151419558
pt0.4279661016949152
de0.425531914893617
ca0.39732142857142855
sq0.3935309973045822
it0.39134355275022537
ro0.3885869565217392
sv0.3744207599629287
es0.3484555984555985
cs0.3330039525691699
ms0.31886982845610495
sl0.3168016194331984
hr0.2841993637327678
lt0.15730337078651685
et0.15307402760351316
az0.14880201765447668
sk0.14880201765447668
yo0.13682864450127877
is0.09517426273458446
hu0.09029649595687331
fi0.08536585365853659
lv0.08536585365853659
pl0.08536585365853659
tr0.08038147138964578
reliabletrue
passestrue
2
name"Melanie"
dialogue"Ich verstehe Sie nicht. Aber schauen Sie. Das Foto. Bitte."
detectedLang"de"
heavyLang"de"
scores
de0.8468271334792122
nl0.5939675174013921
pl0.453125
pt0.4514106583072101
no0.38596491228070173
it0.375
sk0.36247723132969034
et0.32950191570881227
cs0.31237721021611
da0.29292929292929293
es0.2584745762711864
ro0.2584745762711864
ca0.25213675213675213
lt0.18032786885245902
sl0.18032786885245902
hu0.17061611374407584
is0.1606714628297362
en0.15254237288135594
fr0.15254237288135594
lv0.15254237288135594
az0.14425427872860636
hr0.14425427872860636
sq0.14425427872860636
sv0.14425427872860636
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm sorry—I don't speak German. Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.798503166378814
tl0.5911214953271028
hr0.48604992657856094
ro0.47994056463595847
sq0.47839046199701935
cs0.47447447447447455
it0.460708782742681
sv0.4444444444444444
pl0.4345718901453958
pt0.42244224422442245
no0.3934142114384749
ca0.38811188811188807
da0.3761140819964349
sk0.36823104693140796
vi0.3320610687022901
yo0.32038834951456313
de0.29577464788732394
ms0.2886178861788618
tr0.2857142857142857
az0.2753623188405797
sl0.25531914893617025
nl0.1822429906542056
be0.16666666666666666
es0.16666666666666666
hu0.1606714628297362
et0.15254237288135594
is0.15254237288135594
lt0.15254237288135594
lv0.15254237288135594
uk0.15254237288135594
reliabletrue
passestrue
4
name"Melanie"
dialogue"Kein Mensch. Es war kein Mensch. Es hat sie mitgenommen."
detectedLang"de"
heavyLang"de"
scores
de0.8370853080568721
nl0.5385906040268457
es0.45652173913043476
en0.416135881104034
da0.40860215053763443
hu0.40860215053763443
no0.40476190476190477
sv0.38478747203579416
tr0.3574766355140187
ca0.3483412322274882
lv0.3037974683544304
pl0.289405684754522
lt0.2486338797814208
pt0.233983286908078
tl0.21428571428571427
reliabletrue
passestrue
5
name"Hunter"
dialogue"Okay... I'm getting that you're scared. Is this about the missing woman?"
detectedLang"en"
heavyLang"en"
scores
en0.827784156142365
tl0.6100519930675911
nl0.5681381957773513
no0.42528735632183906
it0.4155844155844156
is0.41482444733420026
ms0.38271604938271603
sv0.36079545454545453
yo0.3353028064992614
ro0.3333333333333333
da0.3253373313343328
fi0.2598684210526316
hu0.2549668874172185
de0.2524916943521595
fr0.25
sq0.24874791318864775
hr0.23469387755102045
pt0.22680412371134018
ca0.13793103448275862
cs0.1362763915547025
az0.1262135922330097
et0.1262135922330097
reliabletrue
passestrue
6
name"Melanie"
dialogue"Ja. Vermisst. Sie ist verschwunden. Und ich habe es gesehen."
detectedLang"de"
heavyLang"de"
scores
de0.8272138228941684
sv0.4943109987357775
ca0.4936708860759494
nl0.4936708860759494
tr0.4421199442119944
fi0.43661971830985913
pl0.43422913719943423
es0.42028985507246375
hu0.41002949852507375
da0.40476190476190477
lv0.3700787401574803
no0.3670886075949367
et0.3579454253611557
sq0.3485342019543974
sk0.34210526315789475
pt0.34102141680395387
az0.2982456140350877
lt0.29577464788732394
fr0.2805755395683453
it0.2779783393501805
en0.2766726943942134
eu0.22330097087378642
hi0.20948616600790515
sl0.16666666666666666
tl0.16142557651991615
yo0.15789473684210525
is0.14346895074946467
ro0.12854030501089325
reliabletrue
passestrue
7
name"Hunter"
dialogue"Ma'am, I need you to slow down. I can't understand you."
detectedLang"en"
heavyLang"en"
scores
en0.7801082543978349
no0.6289954337899544
da0.6260069044879172
cs0.5504840940525588
sv0.5178041543026707
pl0.5105421686746987
tl0.48899371069182396
sk0.4741100323624596
hr0.43965517241379315
yo0.4080145719489982
et0.38330170777988615
de0.3725868725868726
lv0.36274509803921573
nl0.3538767395626242
lt0.3394308943089431
ro0.33537832310838445
ca0.29805615550755943
is0.29653679653679654
sq0.2919389978213508
sl0.2713004484304933
it0.26136363636363635
be0.17721518987341772
tr0.17721518987341772
hu0.1709183673469388
az0.16237113402061853
uk0.16237113402061853
vi0.16237113402061853
reliabletrue
passestrue
8
name"Melanie"
dialogue"Bitte. Sie müssen mir glauben. Das Foto ist der Beweis."
detectedLang"de"
heavyLang"de"
scores
de0.8387839705204975
nl0.5828367103694875
da0.538866930171278
no0.5257452574525745
pt0.39130434782608703
tr0.34944237918215615
pl0.3333333333333333
et0.32950191570881227
hr0.31237721021611
it0.2827868852459016
az0.2584745762711864
hi0.2324561403508772
sv0.2222222222222222
sl0.18032786885245902
sk0.1764705882352941
lv0.15254237288135594
ro0.15254237288135594
ca0.14425427872860636
cs0.14425427872860636
es0.14425427872860636
reliabletrue
passestrue
9
name"Hunter"
dialogue"The camera? You want me to look at the camera?"
detectedLang"en"
heavyLang"en"
scores
en0.8221343873517788
tl0.694708276797829
no0.6661721068249258
nl0.6243739565943239
da0.6134020618556701
fr0.5212765957446809
yo0.5202558635394456
it0.5140388768898488
ms0.5098039215686274
sq0.5011086474501109
cs0.48156682027649766
sl0.48156682027649766
es0.471830985915493
sv0.4155844155844156
ro0.412532637075718
pl0.375
sk0.3697478991596639
lv0.3515850144092219
hr0.3401759530791789
lt0.3161094224924012
ca0.3119266055045872
et0.296875
pt0.281150159744409
fi0.25
de0.24242424242424243
reliabletrue
passestrue
10
name"Melanie"
dialogue"Ja. Bitte. Sehen Sie. Das ist kein Mensch."
detectedLang"de"
heavyLang"de"
scores
de0.8392752776154295
et0.492619926199262
pt0.47619047619047616
fi0.4670542635658915
nl0.4222689075630252
pl0.41113490364025695
tr0.3806306306306307
da0.36046511627906974
eu0.2948717948717949
lv0.2948717948717949
ca0.2838541666666667
hi0.27821522309711283
es0.233983286908078
sk0.233983286908078
sl0.22535211267605632
it0.21428571428571427
no0.21428571428571427
sq0.21428571428571427
sv0.21428571428571427
tl0.21428571428571427
yo0.21428571428571427
reliabletrue
passestrue
11
name"Hunter"
dialogue"I don't know what you're saying, but I can see you're shaken. I'm going to call for a translator. Just stay here."
detectedLang"en"
heavyLang"en"
scores
en0.8264781491002571
tl0.5229681978798587
no0.510514865844815
da0.4697564807541241
et0.4341994970662196
sv0.43037974683544306
ca0.42699490662139217
pl0.42699490662139217
hr0.42109777015437394
sq0.4015957446808511
cs0.3874773139745916
sk0.3703358208955224
ro0.36619718309859156
tr0.3644067796610169
pt0.3522072936660269
yo0.33693516699410614
sl0.3290258449304175
nl0.3236472945891784
lv0.3229689067201605
lt0.31886982845610495
it0.3098159509202454
fr0.296875
az0.2849576271186441
hu0.24832962138084633
vi0.24665178571428573
es0.23642533936651583
de0.22945205479452058
ms0.21328671328671328
is0.16974169741697415
eu0.1687192118226601
be0.09395973154362416
fi0.08536585365853659
uk0.08536585365853659
reliabletrue
passestrue
12
name"Melanie"
dialogue"Ich habe Angst. Bitte gehen Sie nicht."
detectedLang"de"
heavyLang"de"
scores
de0.8452447945976365
nl0.6532156368221942
pl0.45219123505976094
da0.3559718969555035
no0.3559718969555035
sk0.31077694235588976
eu0.2948717948717949
et0.2912371134020619
cs0.26666666666666666
fi0.24242424242424243
it0.21428571428571427
reliabletrue
passestrue
13
name"Hunter"
dialogue"Hunter. ... Where? ... I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8250218722659668
tl0.531615925058548
fr0.47506561679790027
pl0.46808510638297873
de0.453551912568306
cs0.44598337950138506
sk0.44598337950138506
ca0.441340782122905
et0.4350282485875706
fi0.42857142857142855
sq0.4065281899109792
hr0.3055555555555556
hi0.29577464788732394
da0.2907801418439716
no0.2805755395683453
yo0.2727272727272727
sv0.25925925925925924
it0.23954372623574144
nl0.23954372623574144
pt0.23954372623574144
ms0.2277992277992278
ro0.2277992277992278
sl0.2277992277992278
tr0.2277992277992278
reliabletrue
passestrue
14
name"Melanie"
dialogue"Was ist passiert? Sie gehen? Bitte nicht. Nehmen Sie das Foto mit."
detectedLang"de"
heavyLang"de"
scores
de0.8461816865725661
nl0.5893719806763285
it0.442257217847769
no0.44078947368421056
pt0.43633952254641906
da0.43029490616621985
et0.3580060422960725
en0.3531202435312024
pl0.2916666666666667
ca0.2857142857142857
cs0.2722602739726028
eu0.21296296296296297
hi0.19962335216572505
sq0.1904761904761905
fr0.18738049713193117
tr0.18111753371868977
fi0.17153996101364524
hu0.17153996101364524
yo0.169921875
sv0.1550695825049702
sl0.1533864541832669
sk0.15
is0.1326530612244898
ms0.1326530612244898
lv0.1290983606557377
ro0.1290983606557377
es0.121900826446281
hr0.121900826446281
reliabletrue
passestrue
15
name"Hunter"
dialogue"I have to go. Stay here. Don't leave Alborn."
detectedLang"en"
heavyLang"en"
scores
en0.8022412656558998
da0.5652173913043478
pl0.5515695067264574
yo0.5008319467554077
hr0.4594594594594595
no0.45848375451263534
tl0.4444444444444444
cs0.44029850746268656
sq0.43820224719101125
sk0.40476190476190477
lv0.3814432989690722
lt0.3576017130620985
ca0.3150684931506849
sv0.3150684931506849
sl0.28741092636579574
it0.27710843373493976
ro0.23076923076923078
be0.1891891891891892
tr0.1891891891891892
hu0.18256130790190736
az0.17355371900826447
et0.17355371900826447
is0.17355371900826447
uk0.17355371900826447
vi0.17355371900826447
reliabletrue
passestrue
16
name"Melanie"
dialogue"Bitte! Sie brauchen das Foto!"
detectedLang"de"
heavyLang"de"
scores
de0.8393574297188755
et0.5833333333333334
pt0.5294117647058824
da0.5271867612293144
pl0.4666666666666667
lv0.45652173913043476
no0.43977591036414565
nl0.42363112391930835
it0.40828402366863903
sv0.3464052287581699
is0.30313588850174217
sl0.2779783393501805
sk0.2727272727272727
ro0.23954372623574144
ca0.2277992277992278
cs0.2277992277992278
es0.2277992277992278
hr0.2277992277992278
reliabletrue
passestrue
17
name"Hunter"
dialogue"I'll be back. We'll find someone who speaks German."
detectedLang"en"
heavyLang"en"
scores
en0.7796610169491526
tl0.5206489675516224
ro0.33127572016460904
es0.3128964059196617
et0.2995689655172413
hu0.2647058823529412
lt0.2562929061784897
yo0.25287356321839083
da0.23529411764705882
ca0.20537897310513448
it0.20537897310513448
nl0.1935483870967742
pt0.1935483870967742
de0.1875
az0.17721518987341772
ms0.17721518987341772
sq0.17721518987341772
sv0.17721518987341772
tr0.17721518987341772
reliabletrue
passestrue