Run: 2026-05-10-01KR915KEVBCQW87S8CC4VQWA0

Run Details

Model:
Gemma 4 31B
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
17.6s
Cost:
$0.000228
Provider:
DeepInfra

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
**Scene Summary:** The atmosphere is quintessentially cozy: the scent of cinnamon and roasted coffee fills the air of Alborn’s only cafe. Melanie is huddled in a corner booth, her fingers trembling as she scrolls through the digital photos on her Canon. Hunter enters, his heavy boots clumping on the hardwood floor, his presence commanding and stark against the pastel decor. He slides into the booth opposite her, his eyes scanning her anxious expression and the camera in her hands. **Voice Sheet:** Hunter: "Excuse me. You're the student staying at the bed and breakfast, right? I'm Detective Hunter. I'm looking into the disappearance of the Miller girl. You were out by the orchards yesterday—did you see anything unusual?" Melanie: "Oh Gott... ich weiß nicht, ob ich es wirklich gesehen habe, aber da war etwas im Wald. Ein Schatten, etwas... Unnatürliches. Ich habe versucht, ein Foto zu machen, aber es war zu schnell." Hunter: "Slow down. I don't follow. Look, I just need to know if you saw a teenage girl in a red jacket near the creek. Can you answer me in English?" Melanie: "Ich verstehe Sie nicht! Bitte, schauen Sie sich die Bilder an! Ich habe Angst, dass diese Person noch da ist. Es war so beängstigend, ich zittere immer noch." Hunter: "I have no idea what you're saying. Are you speaking German? Look, I don't speak a word of it. Just... point. Did you see her? Yes or no?" Melanie: "Warum schauen Sie mich so an? Ich versuche Ihnen zu helfen! Es ist gefährlich dort draußen!" Hunter: "Listen, I can tell you're shaken up, but we are getting nowhere here. Do you have a translator app on that phone of yours? Or maybe—" *(Hunter’s phone buzzes violently on the table. He glances at the screen and his expression hardens.)* Hunter: "Damn it. I have to go. Stay right here. Don't leave the cafe, and for heaven's sake, don't go back to the orchards alone. We'll figure out the language barrier later." Melanie: "Warten Sie! Gehen Sie nicht einfach so! Bitte!"
created_at"2026-05-10T13:28:02.786Z" 5/10/2026, 1:28:02 PM
model"google/gemma-4-31b-it-20260402"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency130
moderation_latency(null)
generation_time17382
tokens_prompt319
tokens_completion522
native_tokens_prompt305
native_tokens_completion496
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)
num_fetches(null)
web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
service_tier(null)
usage0.00022813
router(null)
provider_responses
0
endpoint_id"4149ab03-3b69-45a0-b94c-6c253b8641a1"
id"chatcmpl-RGidvH00t8tXF761621SSFYh"
is_byokfalse
latency47
model_permaslug"google/gemma-4-31b-it-20260402"
provider_name"DeepInfra"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1778419682-cABGtoyjgnOBtuwkrdvl"
session_id(null)
api_type"completions"
id"gen-1778419682-8OnpkY6H4ETYkOs52pvT"
upstream_id"chatcmpl-RGidvH00t8tXF761621SSFYh"
total_cost0.00022813
cache_discount(null)
upstream_inference_cost0
provider_name"DeepInfra"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me. You're the student staying at the bed and breakfast, right? I'm Detective Hunter. I'm looking into the disappearance of the Miller girl. You were out by the orchards yesterday—did you see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.7900516795865633
tl0.6105452366686639
no0.4867745756020529
fr0.47347104090724995
nl0.4500846023688663
da0.44751381215469616
de0.3992606284658041
sq0.34210526315789475
it0.3132593766508188
sv0.29577464788732394
et0.2927094668117519
pt0.28884026258205686
es0.28017718715393136
ca0.2777777777777778
cs0.2737430167597766
ms0.26719278466741825
yo0.25799086757990863
ro0.2575671045117076
is0.21355111917725347
sl0.20537897310513448
sk0.19950738916256158
pl0.16398713826366562
tr0.14865749836280287
hr0.13506320691949433
az0.11202185792349727
fi0.10344827586206896
hu0.10220994475138122
lt0.051094890510948905
lv0.051094890510948905
reliabletrue
passestrue
1
name"Melanie"
dialogue"Oh Gott... ich weiß nicht, ob ich es wirklich gesehen habe, aber da war etwas im Wald. Ein Schatten, etwas... Unnatürliches. Ich habe versucht, ein Foto zu machen, aber es war zu schnell."
detectedLang"de"
heavyLang"de"
scores
de0.82174688057041
nl0.4829369183040331
no0.39320388349514557
sv0.33993399339933994
en0.3084370677731674
da0.2982456140350877
es0.28977272727272724
sl0.26035502958579887
fr0.2576095025983668
pl0.2531740104555638
it0.2464204973624718
pt0.2441421012849584
sk0.23136049192928518
hr0.21813917122752147
ca0.20948616600790515
is0.20508744038155804
eu0.19289749798224373
tl0.17627677100494232
fi0.1624790619765494
ro0.1589571068124474
lv0.15469146238377007
hu0.1482112436115843
tr0.14748508098891733
lt0.14383561643835618
az0.14163090128755365
cs0.1371872303710095
yo0.06976744186046512
vi0.059266227657572904
et0.05571293673276676
sq0.05571293673276676
reliabletrue
passestrue
2
name"Hunter"
dialogue"Slow down. I don't follow. Look, I just need to know if you saw a teenage girl in a red jacket near the creek. Can you answer me in English?"
detectedLang"en"
heavyLang"en"
scores
en0.814272850067537
tl0.5578778135048231
sv0.48725916718458673
et0.4222689075630252
hr0.4177840508115737
no0.4177840508115737
it0.3978102189781022
da0.39560439560439564
yo0.3947175348495965
sl0.3902439024390244
nl0.37452615617892343
ms0.36391673091750193
pl0.3529411764705882
cs0.35090479937057434
ro0.34936908517350157
sq0.3436754176610978
es0.3426294820717132
ca0.3415802075019952
fr0.3119266055045872
sk0.2881794650560828
az0.26273458445040215
de0.25742574257425743
lv0.23611111111111113
lt0.23184357541899442
pt0.21652421652421652
tr0.21353670162059105
hu0.21278625954198474
fi0.14330218068535827
is0.14330218068535827
vi0.13883089770354906
be0.0782122905027933
eu0.0782122905027933
uk0.07094594594594594
reliabletrue
passestrue
3
name"Melanie"
dialogue"Ich verstehe Sie nicht! Bitte, schauen Sie sich die Bilder an! Ich habe Angst, dass diese Person noch da ist. Es war so beängstigend, ich zittere immer noch."
detectedLang"de"
heavyLang"de"
scores
de0.8252391464311994
nl0.6246542868431451
no0.5002630194634403
en0.4692737430167597
da0.45868945868945865
sv0.38985228002569045
it0.3851132686084142
tr0.3470790378006873
ca0.3199713672154617
es0.3155619596541787
eu0.3019838354151359
ro0.2952522255192878
yo0.2873218304576144
sl0.27480916030534347
pl0.2686682063125481
az0.2669753086419753
pt0.2560689115113547
fr0.24121405750798725
sk0.23325262308313155
tl0.23325262308313155
vi0.22194922194922193
lt0.20168067226890754
hu0.19966301600673966
sq0.17891097666378566
is0.1746307558644657
lv0.1703056768558952
hr0.15705412599822538
et0.1532976827094474
ms0.15026833631484796
cs0.14337240757439135
hi0.10037878787878787
ru0.072265625
reliabletrue
passestrue
4
name"Hunter"
dialogue"I have no idea what you're saying. Are you speaking German? Look, I don't speak a word of it. Just... point. Did you see her? Yes or no?"
detectedLang"en"
heavyLang"en"
scores
en0.8275490407415391
tl0.626691553896407
ca0.44713199723566
da0.44173063503140264
no0.4310099573257468
ro0.4020926756352765
tr0.39849624060150374
fr0.3700787401574803
sv0.35691318327974275
es0.3474714518760196
it0.33554817275747506
et0.332220367278798
pl0.332220367278798
yo0.3305439330543933
nl0.3197278911564626
sq0.31153184165232356
hr0.3055555555555556
lv0.30434782608695654
pt0.30374238468233244
cs0.2825112107623318
de0.27601809954751133
is0.27140255009107467
ms0.2707383773928897
sk0.26806953339432754
lt0.2248062015503876
hu0.2179863147605083
az0.2023928215353938
vi0.14255091103965703
sl0.10112359550561797
be0.08045977011494253
eu0.08045977011494253
fi0.07300115874855156
uk0.07300115874855156
reliabletrue
passestrue
5
name"Melanie"
dialogue"Warum schauen Sie mich so an? Ich versuche Ihnen zu helfen! Es ist gefährlich dort draußen!"
detectedLang"de"
heavyLang"de"
scores
de0.837074583635047
pl0.3343195266272189
nl0.32969215491559084
en0.3112244897959183
lt0.2902208201892744
fr0.2841993637327678
sk0.2541436464088398
lv0.2474916387959866
yo0.24581005586592178
es0.23728813559322032
vi0.23556058890147225
ca0.23382519863791143
hu0.2049469964664311
tr0.19642857142857142
ro0.18772563176895307
no0.18280871670702178
sl0.18280871670702178
is0.1758241758241758
hi0.1357234314980794
eu0.13350449293966624
da0.12903225806451613
tl0.11533420707732633
ms0.10596026490066225
it0.09638554216867469
pt0.08536585365853659
az0.08038147138964578
sq0.08038147138964578
sv0.08038147138964578
reliabletrue
passestrue
6
name"Hunter"
dialogue"Listen, I can tell you're shaken up, but we are getting nowhere here. Do you have a translator app on that phone of yours? Or maybe—"
detectedLang"en"
heavyLang"en"
scores
en0.8128119800332779
tl0.5860165593376264
nl0.5135135135135136
de0.4730679156908665
no0.46839929119905493
fr0.4614003590664273
pl0.4594594594594595
da0.44751381215469616
hr0.4461538461538462
sq0.441340782122905
ro0.4260204081632653
sv0.42047649710238255
cs0.4174757281553398
pt0.38650306748466257
sk0.3710691823899371
it0.3701889433170049
ca0.3684210526315789
yo0.3440233236151603
vi0.34065934065934067
fi0.3082244427363567
et0.30769230769230765
sl0.30178432893716056
is0.29245283018867924
tr0.2822966507177033
hu0.2518703241895262
lv0.24114671163575044
ms0.23339011925042585
es0.23208191126279862
az0.23011120615911035
eu0.22010398613518195
lt0.1906474820143885
hi0.08536585365853659
be0.07216494845360825
uk0.06542056074766354
reliabletrue
passestrue
7
name"Hunter"
dialogue"Damn it. I have to go. Stay right here. Don't leave the cafe, and for heaven's sake, don't go back to the orchards alone. We'll figure out the language barrier later."
detectedLang"en"
heavyLang"en"
scores
en0.7902244598279841
tl0.586435070306038
da0.5276334435521965
no0.497991967871486
yo0.44165270798436623
fr0.4350282485875706
de0.34895833333333337
pl0.3429697766097241
sq0.3220338983050847
ro0.29775280898876405
nl0.2753623188405797
sv0.2737835875090778
it0.25484351713859915
pt0.2378048780487805
ca0.23605805958747134
lv0.21321793863099922
hr0.20318725099601595
cs0.19093851132686085
lt0.18699186991869918
sk0.16943521594684383
eu0.15110356536502548
ms0.14163090128755365
es0.1341991341991342
is0.1281604184829991
et0.12357581069237511
sl0.1079393398751115
hi0.07063197026022305
be0.06542056074766354
tr0.06542056074766354
hu0.06279287722586692
az0.059266227657572904
uk0.059266227657572904
vi0.059266227657572904
reliabletrue
passestrue
8
name"Melanie"
dialogue"Warten Sie! Gehen Sie nicht einfach so! Bitte!"
detectedLang"de"
heavyLang"de"
scores
de0.84472049689441
nl0.5862068965517241
no0.46236559139784944
pl0.4174757281553398
eu0.39879759519038077
fi0.3644067796610169
da0.3576017130620985
sl0.3348115299334811
yo0.29577464788732394
is0.2857142857142857
en0.2736077481840194
et0.2736077481840194
sk0.26108374384236455
cs0.25
vi0.24812030075187969
sv0.22879177377892032
tl0.22680412371134018
ms0.20634920634920634
it0.2
ca0.1891891891891892
es0.1891891891891892
tr0.1891891891891892
reliabletrue
passestrue