Run: 2026-02-16-01KHM5XBJ1FZMSNQS10H2F5GT2

Run Details

Model:
DeepSeek V3.2
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
11.5s
Cost:
$0.000255
Provider:
Novita

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
**Melanie:** [German] *...Das war so schrecklich. Er war einfach... fort. Verschwunden.* [So terrible. He was just... gone. Vanished.] *...Ich habe nur diesen einen Schnappschuss gemacht. Den Wagen, in dem er saß. Einen Moment vorher. Es war ein alter, blauer Pick-up. Ich wollte das Schild fotografieren... 'Willkommen zum Apfelfest'. Und dann... puff.* [I only took this one snapshot. The truck he was in. A moment before. It was an old, blue pickup. I wanted to photograph the sign... 'Welcome to the Apple Festival'. And then... poof.] **Hunter:** "...Okay. I can see you're upset, but I need you to slow down. English. Do you speak English?" **Melanie:** [German] *Verstehen Sie mich denn nicht? Ich habe ein Foto! Von dem Auto!* [Don't you understand me? I have a photo! Of the car!] **Hunter:** "A photo? Of a car? Is that what you're showing me on your camera? Ma'am, I don't speak... whatever that is. German? Look. Car. Blue car?" **Melanie:** [German, pointing frantically at her camera screen] *Ja! Blau! Ein Pick-up! Hier, an dieser Ecke! Und jetzt ist er weg! Der Mann ist weg!* [Yes! Blue! A pickup! Here, on this corner! And now he's gone! The man is gone!] **Hunter:** "Alright, alright. A blue pickup. On the corner. You saw something. Got it. I'm going to need to get someone who can talk to you. Just... stay right here. Don't go anywhere." **[Hunter’s phone rings. He checks it, his expression turning grim.]** **Hunter:** "I have to take this... Dammit. Look, I'll be back. Don't delete that picture. Just... sit tight." **Melanie:** [German, quieter, shaken] *Er kommt nicht zurück, oder?* [He's not coming back, is he?]
created_at"2026-02-16T21:32:53.606904+00:00" 2/16/2026, 9:32:53 PM
model"deepseek/deepseek-v3.2-20251201"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency967
moderation_latency(null)
generation_time11443
tokens_prompt319
tokens_completion427
native_tokens_prompt267
native_tokens_completion458
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"
usage0.000255023
router(null)
provider_responses
0
id"2da51ee781b8cb26f1f1724a9f30264b"
status200
is_byokfalse
latency967
endpoint_id"8a5fb6d3-ef71-4958-af54-269ffa3a3c6e"
provider_name"Novita"
model_permaslug"deepseek/deepseek-v3.2-20251201"
api_type"completions"
id"gen-1771277561-bLpZLeJMwzzpd1aMSWiv"
upstream_id"2da51ee781b8cb26f1f1724a9f30264b"
total_cost0.000255023
cache_discount(null)
upstream_inference_cost0
provider_name"Novita"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Melanie"
dialogue"...Das war so schrecklich. Er war einfach... fort. Verschwunden. ...Ich habe nur diesen einen Schnappschuss gemacht. Den Wagen, in dem er saß. Einen Moment vorher. Es war ein alter, blauer Pick-up. Ich wollte das Schild fotografieren... 'Willkommen zum Apfelfest'. Und dann... puff."
detectedLang"de"
heavyLang"de"
scores
de0.7947454844006568
nl0.5699920613919026
no0.5445627802690582
da0.47137280416395577
sv0.4332054412277642
en0.4071506749361547
ca0.39001501501501507
ro0.31202370872142254
es0.30792163543441226
it0.2616992276238074
sl0.2606915377616015
sk0.25424506654428636
fr0.24872861766065651
pt0.23637218045112784
sq0.22985781990521328
pl0.22062350119904073
hu0.2183742183742184
ms0.2179980750721848
is0.21383647798742136
tr0.19753086419753088
tl0.18218419728233518
cs0.1797072185764765
eu0.17260692464358454
lv0.16193914388860237
lt0.1532047941636269
yo0.1456361724500526
az0.1402116402116402
hr0.10958904109589042
fi0.08656548622821811
et0.06983400114481969
vi0.0574245939675174
reliabletrue
passestrue
1
name"Hunter"
dialogue"...Okay. I can see you're upset, but I need you to slow down. English. Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.7913005272407733
tl0.5245245245245245
cs0.4848156182212581
hr0.4848156182212581
pl0.45961319681456203
et0.4391971664698937
no0.41430332922318125
sk0.41430332922318125
da0.39873417721518983
yo0.3886743886743887
sq0.3457300275482094
sl0.3365921787709497
ca0.3115942028985507
sv0.3065693430656934
lv0.2803030303030303
vi0.26810477657935283
lt0.2601246105919003
ro0.2543171114599686
pt0.24722662440570525
tr0.23633440514469453
az0.22764227642276424
it0.19491525423728812
fi0.1810344827586207
fr0.15630550621669628
de0.1316270566727605
ms0.1316270566727605
be0.12844036697247707
hu0.12361623616236161
is0.1171003717472119
uk0.1171003717472119
reliabletrue
passestrue
2
name"Melanie"
dialogue"Verstehen Sie mich denn nicht? Ich habe ein Foto! Von dem Auto!"
detectedLang"de"
heavyLang"de"
scores
de0.8438150770512286
no0.5519713261648745
nl0.5026525198938991
pl0.4360902255639098
sk0.4248466257668711
is0.3832236842105263
cs0.37913907284768217
it0.36224489795918363
es0.33862433862433866
ro0.33862433862433866
da0.3315508021390375
sv0.3081180811808118
fi0.2964352720450282
lv0.2732558139534884
et0.267578125
pt0.2454728370221328
ca0.23935091277890466
eu0.23469387755102045
lt0.17035398230088497
sl0.17035398230088497
hu0.1610738255033557
en0.14383561643835618
fr0.14383561643835618
az0.1359447004608295
hr0.1359447004608295
sq0.1359447004608295
reliabletrue
passestrue
3
name"Hunter"
dialogue"A photo? Of a car? Is that what you're showing me on your camera? Ma'am, I don't speak... whatever that is. German? Look. Car. Blue car?"
detectedLang"en"
heavyLang"en"
scores
en0.8066849588426043
tl0.6309523809523809
fr0.5016077170418006
nl0.49478487614080835
it0.42034405385190726
ca0.41904047976011993
ro0.4142101284958428
yo0.3987587276958883
no0.386381631037213
sv0.36266447368421056
sq0.353628023352794
es0.34210526315789475
cs0.34042553191489355
hu0.3272569444444444
et0.3260869565217392
ms0.3213660245183888
hr0.30430879712746856
is0.29159049360146255
pl0.2889908256880734
da0.28107606679035246
pt0.27906976744186046
de0.27705223880597013
fi0.27093132643461904
sk0.2633079847908745
tr0.21875
az0.20756646216768918
sl0.18677859391395593
hi0.17200854700854698
lt0.15760869565217392
lv0.14647577092511013
vi0.14647577092511013
be0.08284023668639054
eu0.08284023668639054
uk0.07517899761336516
reliabletrue
passestrue
4
name"Melanie"
dialogue"Ja! Blau! Ein Pick-up! Hier, an dieser Ecke! Und jetzt ist er weg! Der Mann ist weg!"
detectedLang"de"
heavyLang"de"
scores
de0.8151950718685832
nl0.5504495504495505
no0.5370370370370371
da0.47735191637630664
is0.42528735632183906
en0.3562231759656652
yo0.2730210016155089
fr0.27184466019417475
tr0.2682926829268293
et0.2549668874172185
fi0.2537313432835821
lv0.20353982300884957
ca0.1949910554561717
vi0.1949910554561717
hi0.1906474820143885
eu0.18772563176895307
ro0.1773308957952468
tl0.17279411764705882
sk0.15730337078651685
ms0.15094339622641512
pl0.15094339622641512
sl0.15094339622641512
sq0.14285714285714285
sv0.14285714285714285
reliabletrue
passestrue
5
name"Hunter"
dialogue"Alright, alright. A blue pickup. On the corner. You saw something. Got it. I'm going to need to get someone who can talk to you. Just... stay right here. Don't go anywhere."
detectedLang"en"
heavyLang"en"
scores
en0.8170852283962824
tl0.5593139590281087
yo0.41823899371069184
et0.33116413593637023
fr0.3292240754169688
pl0.318349299926308
no0.3143068939955523
cs0.31021625652498136
sq0.30918595967139656
da0.30398796087283675
ca0.2960426179604262
sk0.26703645007923926
ms0.25643086816720256
hr0.25463336019339244
de0.24180327868852455
lv0.23108894430590188
sv0.20804794520547945
pt0.19072615923009625
ro0.19001751313485116
fi0.18717047451669597
sl0.1857394366197183
es0.18502202643171806
it0.1799645390070922
lt0.16741674167416742
is0.1590909090909091
hu0.14431082331174835
nl0.14272474513438368
tr0.14272474513438368
az0.13712686567164178
hi0.08325074331020813
eu0.07035175879396985
vi0.07035175879396985
reliabletrue
passestrue
6
name"Hunter"
dialogue"I have to take this... Dammit. Look, I'll be back. Don't delete that picture. Just... sit tight."
detectedLang"en"
heavyLang"en"
scores
en0.800580130529369
tl0.5925925925925926
da0.5458298926507019
no0.5162708883025505
yo0.4655004859086492
sv0.4370522006141249
sl0.39159292035398224
hr0.38271604938271603
ro0.36046511627906974
ca0.33894230769230765
lt0.3365500603136309
sq0.3309002433090025
hu0.3276283618581907
it0.3276283618581907
pl0.32182490752157833
et0.3037974683544304
cs0.3002544529262086
sk0.27055702917771884
fr0.25271739130434784
lv0.25170068027210885
de0.20863309352517986
tr0.20863309352517986
pt0.12698412698412698
be0.11290322580645161
es0.1085899513776337
nl0.1085899513776337
az0.10277324632952692
is0.10277324632952692
uk0.10277324632952692
vi0.10277324632952692
reliabletrue
passestrue
7
name"Melanie"
dialogue"Er kommt nicht zurück, oder?"
detectedLang"de"
heavyLang"de"
scores
de0.8553868402024585
da0.6047430830039525
no0.5918367346938775
nl0.5893223819301848
is0.4550408719346049
sv0.40298507462686567
et0.35691318327974275
fi0.3464052287581699
cs0.3333333333333333
hu0.29328621908127206
reliabletrue
passestrue