Run: 2026-05-10-01KR90DH41MEP8SV2BSB4Q14VK

Run Details

Model:
Gemma 4 31B
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
25.1s
Cost:
$0.000254
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
Hunter: "Excuse me. Miss? I'm Detective Hunter. I noticed you were near the town square yesterday afternoon during the commotion. Did you see anything unusual?" Maria: "¡Dios mío! Sí, lo vi todo. Fue horrible... el hombre simplemente desapareció entre la multitud, como si se lo hubiera tragado la tierra." Hunter: "Right. Look, I don't need a life story, just a 'yes' or 'no' on whether you saw where he went. Did you see a vehicle? A black SUV, maybe?" Maria: "¿Qué me está diciendo? No entiendo nada de lo que dice. ¡Por favor, ayúdeme! Vi algo muy extraño en mi cámara, creo que capturé el momento exacto." Hunter: "I have no idea what you're saying. Is that Spanish? Look, I'm not great with languages. Just point. Did he go this way, or that way?" Maria: "¡No me entiende! ¡Mire las fotos! ¡Mire! El hombre... él no estaba solo. Había alguien más, una sombra..." Hunter: "I can't tell what you're pointing at. Just... hold on. If you're trying to tell me you have evidence, just hand over the camera." Maria: "No, no, no. Es mi cámara, es mi trabajo. Pero es urgente. ¡Es muy urgente!" Hunter: "Listen, we're going in circles here. I can't understand a word you're—" *(Phone rings; Hunter answers)* "Hunter here. What? Now? I'm on my way." Hunter: "Look, I have to go. Stay right here. Don't move. I'll come back with someone who actually speaks your language."
created_at"2026-05-10T13:14:53.96Z" 5/10/2026, 1:14:53 PM
model"google/gemma-4-31b-it-20260402"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency810
moderation_latency(null)
generation_time24958
tokens_prompt317
tokens_completion374
native_tokens_prompt314
native_tokens_completion383
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)
usage0.0002543
router(null)
provider_responses
0
endpoint_id"69279254-6a96-4e9d-abc6-ea76e6bf8e97"
is_byokfalse
latency45
model_permaslug"google/gemma-4-31b-it-20260402"
provider_name"Novita"
status429
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endpoint_id"576fca5b-f09c-4bda-b560-9989c39ac3ab"
id"oiXnhBs-zfFMX-9f9935a7a399cb7e"
is_byokfalse
latency810
model_permaslug"google/gemma-4-31b-it-20260402"
provider_name"Together"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1778418893-1SqvwvqsBGCQw7yys5Oz"
session_id(null)
api_type"completions"
id"gen-1778418893-oZBfQFVTQ8peaYsTY5bY"
upstream_id"oiXnhBs-zfFMX-9f9935a7a399cb7e"
total_cost0.0002543
cache_discount(null)
upstream_inference_cost0
provider_name"Together"
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. Miss? I'm Detective Hunter. I noticed you were near the town square yesterday afternoon during the commotion. Did you see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.7946389969736274
tl0.6
fr0.485373781148429
it0.4647887323943662
no0.4486360998258851
nl0.4391971664698937
da0.428743235117258
sq0.39180537772087065
sv0.37623112278397897
pt0.3658210947930574
es0.3546195652173913
ro0.342560553633218
ms0.3300423131170663
et0.31308749096167754
ca0.28409947249434814
de0.2808478425435276
yo0.23201293451899754
cs0.21161825726141079
sk0.18941979522184302
sl0.18384879725085912
hr0.1782006920415225
lv0.1607773851590106
lt0.14645103324348607
fi0.14182475158084915
tr0.1195551436515292
pl0.1171003717472119
zh0.07497565725413825
be0.06862745098039216
hu0.06588003933136675
az0.06219151036525173
is0.06219151036525173
uk0.06219151036525173
vi0.06219151036525173
reliabletrue
passestrue
1
name"Maria"
dialogue"¡Dios mío! Sí, lo vi todo. Fue horrible... el hombre simplemente desapareció entre la multitud, como si se lo hubiera tragado la tierra."
detectedLang"es"
heavyLang"es"
scores
es0.7920036977120407
ca0.6979865771812082
it0.6526437668853724
pt0.6483001172332942
fr0.608355091383812
ro0.5758718190386428
tl0.49636261891438166
sq0.453551912568306
eu0.42528735632183906
yo0.42528735632183906
en0.4174757281553398
no0.3939393939393939
da0.39189189189189183
sl0.38817131203263083
cs0.3617021276595745
sk0.35251798561151076
hr0.33677229182019164
de0.32432432432432434
sv0.31921331316187596
nl0.27768860353130015
hu0.2417860151642797
ms0.24114671163575044
vi0.2340425531914894
et0.2214532871972318
pl0.199288256227758
lt0.18032786885245902
fi0.16974169741697415
tr0.13127413127413126
lv0.12959381044487428
is0.09547738693467336
az0.06152241918665276
reliabletrue
passestrue
2
name"Hunter"
dialogue"Right. Look, I don't need a life story, just a 'yes' or 'no' on whether you saw where he went. Did you see a vehicle? A black SUV, maybe?"
detectedLang"en"
heavyLang"en"
scores
en0.8122439690487028
tl0.5891434262948207
ca0.46911196911196906
et0.45580474934036935
fr0.43298969072164945
da0.4008714596949891
cs0.36587240584166025
yo0.35647425897035884
sk0.34471803018268465
sv0.336283185840708
no0.3309002433090025
de0.3102006688963211
hr0.2912371134020619
it0.2900172117039587
pl0.2763157894736842
ro0.2712014134275618
fi0.2692648361381754
sq0.2560865644724977
hu0.21278625954198474
es0.207492795389049
sl0.1847826086956522
ms0.16497975708502025
tr0.15123456790123457
lt0.14948453608247422
nl0.14596273291925466
pt0.14507772020725387
is0.14330218068535827
az0.13883089770354906
lv0.13883089770354906
vi0.13883089770354906
hi0.0924092409240924
be0.0782122905027933
eu0.0782122905027933
uk0.07094594594594594
reliabletrue
passestrue
3
name"Maria"
dialogue"¿Qué me está diciendo? No entiendo nada de lo que dice. ¡Por favor, ayúdeme! Vi algo muy extraño en mi cámara, creo que capturé el momento exacto."
detectedLang"es"
heavyLang"es"
scores
es0.8004502660663119
pt0.6942615239887111
ca0.6118630573248408
fr0.5488199907450254
it0.5467224546722455
en0.4244391971664699
nl0.41651705565529623
ro0.40729483282674767
no0.39138576779026213
sq0.3821292775665399
sk0.3769968051118211
sv0.3598161523309258
tr0.35344827586206895
cs0.3321917808219178
da0.3271221532091097
tl0.2630385487528345
sl0.24710424710424708
yo0.24652241112828435
hu0.23946957878315134
fi0.20408163265306126
pl0.1875
de0.17652027027027026
vi0.16380789022298456
hr0.1551126516464471
et0.14995640802092416
ms0.13101604278074866
eu0.12946428571428573
is0.12082957619477006
lv0.11844484629294756
lt0.0913327120223672
az0.06069364161849711
reliabletrue
passestrue
4
name"Hunter"
dialogue"I have no idea what you're saying. Is that Spanish? Look, I'm not great with languages. Just point. Did he go this way, or that way?"
detectedLang"en"
heavyLang"en"
scores
en0.8312649684302199
tl0.5868869936034115
da0.4673539518900343
ca0.43306510607168985
ro0.4106463878326996
fr0.3699186991869919
yo0.36683006535947715
no0.3481917577796467
pl0.3409863945578231
nl0.34042553191489355
tr0.30243024302430244
sv0.2922374429223744
es0.28439519852262235
hu0.2736644798500469
de0.24168297455968688
et0.23870333988212183
ms0.23795476892822026
hr0.23645320197044337
is0.2357001972386588
sq0.21638018200202225
it0.20103092783505155
lv0.2002063983488132
sk0.17377398720682302
pt0.15115005476451257
lt0.13984461709211987
cs0.11931818181818182
fi0.10508083140877597
eu0.0914419695193435
be0.08284023668639054
az0.07517899761336516
uk0.07517899761336516
vi0.07517899761336516
reliabletrue
passestrue
5
name"Maria"
dialogue"¡No me entiende! ¡Mire las fotos! ¡Mire! El hombre... él no estaba solo. Había alguien más, una sombra..."
detectedLang"es"
heavyLang"es"
scores
es0.8193859121011439
ca0.6649916247906198
pt0.5934959349593496
it0.574468085106383
en0.4263862332695985
fr0.4263862332695985
et0.4225216554379211
nl0.41002949852507375
sq0.3957703927492447
no0.37888198757763975
lv0.3670886075949367
tl0.36642027455121434
ro0.3119266055045872
sk0.30151338766006985
hu0.29411764705882354
sl0.2890995260663507
de0.2857142857142857
eu0.25
da0.24050632911392408
hr0.21875
fi0.21671018276762402
tr0.20844327176781002
sv0.20212765957446807
lt0.19246298788694483
pl0.18256130790190736
ms0.12280701754385964
cs0.10044977511244377
az0.08952959028831564
reliabletrue
passestrue
6
name"Hunter"
dialogue"I can't tell what you're pointing at. Just... hold on. If you're trying to tell me you have evidence, just hand over the camera."
detectedLang"en"
heavyLang"en"
scores
en0.8184322564487855
tl0.6141564662054284
da0.5692216280451574
no0.5454545454545454
sv0.4791666666666667
fr0.4715743440233236
nl0.46691176470588236
it0.44359171143514964
cs0.42913385826771655
ca0.40230832646331405
yo0.39482470784641066
ro0.3897306397306397
pl0.37607573149741824
sq0.3706597222222222
et0.363476733977173
hr0.36123348017621143
pt0.3378995433789954
es0.33118081180811804
sk0.3262081784386617
lv0.3114909781576448
ms0.30952380952380953
sl0.2814667988107037
lt0.25869120654396727
de0.2479253112033195
fi0.23684210526315788
is0.15990730011587484
tr0.15893271461716937
hi0.103831891223733
be0.0880503144654088
hu0.0845959595959596
az0.0799492385786802
uk0.0799492385786802
vi0.0799492385786802
reliabletrue
passestrue
7
name"Maria"
dialogue"No, no, no. Es mi cámara, es mi trabajo. Pero es urgente. ¡Es muy urgente!"
detectedLang"es"
heavyLang"es"
scores
es0.8307692307692307
tl0.6566791510611736
pt0.6414602346805737
ca0.6071428571428571
it0.5266781411359724
ro0.494485294117647
lv0.47718631178707227
sk0.47115384615384615
tr0.462890625
de0.4455645161290322
yo0.40604751619870405
hu0.40476190476190477
no0.40217391304347827
hr0.394273127753304
fr0.3692660550458715
pl0.3574766355140187
en0.2744063324538259
nl0.2506811989100818
sl0.2506811989100818
lt0.2486338797814208
sq0.23611111111111113
cs0.22969187675070027
da0.22096317280453256
eu0.22096317280453256
reliabletrue
passestrue
8
name"Hunter"
dialogue"Hunter here. What? Now? I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8294162244124338
tl0.5022123893805309
fr0.44581280788177335
pl0.43890274314214467
cs0.41709844559585496
sk0.41709844559585496
sq0.4140625
ca0.412532637075718
et0.4063324538258575
fi0.39999999999999997
de0.281150159744409
hr0.281150159744409
hi0.27184466019417475
da0.267100977198697
no0.25742574257425743
yo0.25
sv0.23728813559322032
it0.21875
nl0.21875
pt0.21875
ms0.2077464788732394
ro0.2077464788732394
sl0.2077464788732394
tr0.2077464788732394
reliabletrue
passestrue
9
name"Hunter"
dialogue"Look, I have to go. Stay right here. Don't move. I'll come back with someone who actually speaks your language."
detectedLang"en"
heavyLang"en"
scores
en0.823766364551863
tl0.5813397129186603
da0.44044764188649077
yo0.3848857644991213
no0.375
ro0.3464052287581699
pl0.3451824134705332
et0.2857142857142857
it0.2835209825997953
hr0.2670157068062827
ca0.2623814541622761
ms0.2576882290562036
cs0.25213675213675213
sq0.2505353319057816
fr0.2497320471596999
lt0.24731182795698922
sk0.22566371681415928
lv0.20903954802259886
es0.20364050056882824
de0.18699186991869918
nl0.18699186991869918
pt0.18699186991869918
is0.17355371900826447
sv0.16467780429594273
sl0.14738124238733252
eu0.10025706940874037
be0.09090909090909091
tr0.09090909090909091
hu0.08735332464146023
az0.08256880733944955
uk0.08256880733944955
vi0.08256880733944955
reliabletrue
passestrue