Run: 2026-05-10-01KR91DZHZDFY1TD57CPVAQX87

Run Details

Model:
Gemma 4 31B
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
18.5s
Cost:
$0.000257
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="Isabella"> Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian 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 Italian, 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: Isabella 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 Italian, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Isabella and Hunter as a voice sheet: Isabella: "..." Hunter: "..."

Model response

AI
*** **Scene Setting:** *The interior of "The Apple Core Café" in Alborn, MN. The air smells of cinnamon and roasted coffee. Isabella is tucked into a corner booth, her vintage Leica camera resting on the mahogany table. She is scrolling through her photos with a focused, anxious expression. Detective Hunter enters, his boots thudding heavily on the linoleum. He spots her—the outsider—and marches over with a notebook in hand.* *** **Voice Sheet:** Hunter: "Excuse me. Miss? I'm Detective Hunter. I understand you were hiking near the north ridge yesterday afternoon." Isabella: (Looking up, startled, her voice trembling) "Oh! Mi scusi... io non capisco. Chi è lei?" Hunter: (Frowning, leaning in) "I don't need the language lesson, Miss. I just need to know if you saw anyone near the old creek bed. A young man went missing three days ago, and you're the only witness who was in the area." Isabella: (Her eyes widen, gesturing frantically to her camera) "Il ragazzo! Sì, ho visto qualcosa... qualcosa di terribile tra gli alberi. Non era una persona, non sembrava umano! Ero così spaventata che riuscivo a malapena a scattare la foto." Hunter: (Crossing his arms, sounding impatient) "Look, I don't know what you're saying. Do you speak English? Any English at all? Just nod or shake your head." Isabella: (Shaking her head quickly, her voice rising in distress) "Per favore, guardi queste immagini! Guardi lo sfondo! C'è un'ombra, una figura che non dovrebbe essere lì. Dobbiamo avvisare qualcuno, è pericoloso!" Hunter: (Sighing, rubbing his temple) "Great. Just great. I’ve got a witness who speaks a language I can't understand and a town full of people who don't want to talk. Just... stay right here. Don't move. I'll find someone who can translate." Isabella: (Looking desperate, pushing the camera toward him) "Guardate! Guardate la foto! È proprio qui!" Hunter: (His phone buzzes loudly; he checks the screen and his expression hardens) "Dammit. I have to go. Another lead just popped up at the festival grounds." Isabella: (Confused and worried) "Dove va? Non può lasciarmi qui! È importante!" Hunter: (Already backing away toward the door) "Stay put. I'll be back with a translator. Don't delete anything on that camera."
created_at"2026-05-10T13:32:37.318Z" 5/10/2026, 1:32:37 PM
model"google/gemma-4-31b-it-20260402"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency187
moderation_latency(null)
generation_time18443
tokens_prompt321
tokens_completion595
native_tokens_prompt305
native_tokens_completion572
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)
usage0.00025701
router(null)
provider_responses
0
endpoint_id"4149ab03-3b69-45a0-b94c-6c253b8641a1"
id"chatcmpl-RW3pPcvsI1YkRejStD0Mqd1w"
is_byokfalse
latency38
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-1778419957-g0v1CFTE8Q9akzPvXNng"
session_id(null)
api_type"completions"
id"gen-1778419957-u6tuFXZmAMfpsjaD6yRA"
upstream_id"chatcmpl-RW3pPcvsI1YkRejStD0Mqd1w"
total_cost0.00025701
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. Miss? I'm Detective Hunter. I understand you were hiking near the north ridge yesterday afternoon."
detectedLang"en"
heavyLang"en"
scores
en0.7780408404853507
tl0.6321726336439432
no0.5798319327731093
da0.5104438642297651
nl0.4939271255060729
sv0.45848375451263534
pt0.4248466257668711
sq0.40570522979397783
fr0.402390438247012
ro0.3877551020408163
de0.3723849372384937
es0.37080536912751677
it0.36494496189669773
ca0.3345164152617569
cs0.3112947658402204
sk0.2401215805471125
ms0.22760041194644695
sl0.2219917012448133
is0.21711899791231734
hr0.21548117154811713
pl0.21383647798742136
yo0.20550847457627117
et0.17400881057268722
tr0.14675767918088736
fi0.09090909090909091
be0.08536585365853659
hu0.08200734394124846
az0.07749077490774908
lt0.07749077490774908
lv0.07749077490774908
uk0.07749077490774908
vi0.07749077490774908
reliabletrue
passestrue
1
name"Isabella"
dialogue"Oh! Mi scusi... io non capisco. Chi è lei?"
detectedLang"it"
heavyLang"it"
scores
it0.791033434650456
yo0.5233968804159446
ro0.5183887915936953
pt0.4990892531876139
es0.49168207024029575
fr0.48405253283302063
ca0.45
en0.3888888888888889
tl0.34988179669030733
vi0.32598039215686275
nl0.3125
sl0.2506811989100818
eu0.2403314917127072
hu0.23611111111111113
cs0.22969187675070027
sk0.22969187675070027
hr0.22096317280453256
pl0.22096317280453256
tr0.207492795389049
reliabletrue
passestrue
2
name"Hunter"
dialogue"I don't need the language lesson, Miss. I just need to know if you saw anyone near the old creek bed. A young man went missing three days ago, and you're the only witness who was in the area."
detectedLang"en"
heavyLang"en"
scores
en0.8194801026957639
tl0.6138002059732235
sv0.4562590623489609
nl0.4463582677165355
da0.42248459958932233
yo0.41161087866108786
no0.40789473684210525
de0.3777654867256637
ro0.3315508021390375
it0.3202416918429003
cs0.31652490886998785
ms0.3131868131868132
et0.3119266055045872
is0.30683918669131244
pl0.2857142857142857
lv0.28023032629558536
ca0.2732558139534884
fr0.2690058479532163
lt0.26518615284128016
hr0.2459785522788204
sl0.24496644295302009
sk0.2289239204934887
sq0.20156139105748758
az0.20042643923240938
es0.17823228634039445
hu0.16543026706231453
pt0.15413533834586465
eu0.11626080125687353
tr0.11556603773584906
fi0.11137440758293839
vi0.10572337042925278
be0.058577405857740586
uk0.05303030303030303
reliabletrue
passestrue
3
name"Isabella"
dialogue"Il ragazzo! Sì, ho visto qualcosa... qualcosa di terribile tra gli alberi. Non era una persona, non sembrava umano! Ero così spaventata che riuscivo a malapena a scattare la foto."
detectedLang"it"
heavyLang"it"
scores
it0.8006447234475738
ca0.579003941239699
es0.5370370370370371
ro0.5029610829103215
fr0.48442299254058796
pt0.46420428636570904
ms0.44100856327307325
tl0.4257086999022483
en0.3933918430562726
no0.3529735682819383
yo0.34649610678531706
sq0.3297204791785511
cs0.31646305991855733
sk0.31085043988269795
da0.3043220840734162
sl0.29598562013181545
hr0.29088714544357275
eu0.27199504337050806
de0.26608369768894446
nl0.26332288401253917
sv0.25632911392405067
vi0.24920127795527158
hu0.23948220064724918
lv0.23202614379084968
et0.21457219251336898
az0.20715249662618085
is0.19685577580314423
pl0.19575633127994524
lt0.1707833450952717
tr0.16250890947968638
fi0.15162454873646208
reliabletrue
passestrue
4
name"Hunter"
dialogue"Look, I don't know what you're saying. Do you speak English? Any English at all? Just nod or shake your head."
detectedLang"en"
heavyLang"en"
scores
en0.8132183908045977
tl0.5934959349593496
no0.4159928122192273
da0.3725868725868726
sv0.37137330754352027
ca0.3486973947895792
et0.3440968718466196
hr0.3374108053007136
sq0.3319630010277493
cs0.3271221532091097
pl0.2927094668117519
sk0.2388758782201405
it0.22341696535244923
vi0.2111650485436893
tr0.2073170731707317
yo0.20245398773006135
ro0.19950738916256158
pt0.1935483870967742
ms0.1875
de0.181360201511335
sl0.15584415584415584
fr0.10714285714285714
be0.09722222222222222
hu0.09344490934449094
az0.08835904628330996
is0.08835904628330996
lt0.08835904628330996
lv0.08835904628330996
uk0.08835904628330996
reliabletrue
passestrue
5
name"Isabella"
dialogue"Per favore, guardi queste immagini! Guardi lo sfondo! C'è un'ombra, una figura che non dovrebbe essere lì. Dobbiamo avvisare qualcuno, è pericoloso!"
detectedLang"it"
heavyLang"it"
scores
it0.8098330241187384
ca0.5205799812909261
ro0.4885229540918164
es0.488011988011988
pt0.47273662551440326
en0.44414316702819956
fr0.4280133928571429
no0.3799153055051422
de0.3193891102257636
da0.30649526387009474
tl0.2812061711079944
lt0.2796907940969782
yo0.2776603241719521
sq0.2745930644019816
hr0.27253371185237757
sv0.26785714285714285
sk0.2641780330222541
sl0.22524565381708242
nl0.22289613343442002
ms0.2017133956386293
et0.17405318291700242
eu0.15845648604269294
lv0.12167952013710367
tr0.11714039621016364
vi0.08154121863799284
is0.07740774077407742
fi0.0639269406392694
reliabletrue
passestrue
6
name"Hunter"
dialogue"Great. Just great. I’ve got a witness who speaks a language I can't understand and a town full of people who don't want to talk. Just... stay right here. Don't move. I'll find someone who can translate."
detectedLang"en"
heavyLang"en"
scores
en0.8190736571244773
tl0.5709382151029748
no0.4934714092751013
da0.4742990654205608
ro0.4022316684378321
yo0.38084755090809025
nl0.3676222596964587
sv0.36619718309859156
de0.36476566911349523
cs0.3424897720631209
pl0.31360585723001827
hr0.3098159509202454
et0.3093922651933701
ca0.30896805896805896
sk0.30167597765363136
lv0.2608409986859396
is0.2549668874172185
lt0.2519946808510638
it0.251497005988024
sq0.251497005988024
fr0.23260572987721692
pt0.20941672522839072
es0.20325779036827196
tr0.20325779036827196
sl0.1935483870967742
az0.19296987087517933
hu0.16543026706231453
vi0.16419019316493313
eu0.16044776119402984
ms0.15667166416791606
be0.058577405857740586
fi0.05303030303030303
uk0.05303030303030303
reliabletrue
passestrue
7
name"Isabella"
dialogue"Guardate! Guardate la foto! È proprio qui!"
detectedLang"it"
heavyLang"it"
scores
it0.7939560439560439
ca0.7191011235955056
ro0.6853146853146853
es0.63884430176565
fr0.63884430176565
pt0.5982142857142857
tl0.5647969052224371
en0.5212765957446809
yo0.5054945054945055
sl0.4827586206896552
et0.460431654676259
no0.42455242966751916
sq0.38524590163934425
de0.3784530386740331
sk0.3732590529247911
pl0.36619718309859156
cs0.3644067796610169
da0.3644067796610169
hr0.3644067796610169
vi0.27184466019417475
eu0.24242424242424243
lv0.21875
nl0.21875
sv0.2077464788732394
reliabletrue
passestrue
8
name"Hunter"
dialogue"Dammit. I have to go. Another lead just popped up at the festival grounds."
detectedLang"en"
heavyLang"en"
scores
en0.8063516653756777
tl0.6991576413959086
da0.6448863636363635
no0.5798319327731093
sv0.5590828924162257
hr0.4769874476987448
pl0.46351931330472107
cs0.4582881906825569
ca0.45711183496199786
yo0.44933920704845814
fr0.42263279445727486
nl0.40968122786304606
sq0.40617577197149646
sk0.39172749391727496
it0.3849938499384994
sl0.3811881188118812
lt0.36948297604035313
et0.3646759847522236
es0.36143039591315457
ms0.3394980184940555
lv0.3315508021390375
ro0.2937853107344633
pt0.2867332382310985
az0.26578560939794427
hu0.21135646687697163
be0.12280701754385964
de0.12280701754385964
tr0.12280701754385964
fi0.11190053285968028
is0.11190053285968028
uk0.11190053285968028
vi0.11190053285968028
reliabletrue
passestrue
9
name"Isabella"
dialogue"Dove va? Non può lasciarmi qui! È importante!"
detectedLang"it"
heavyLang"it"
scores
it0.8257839721254355
fr0.71671388101983
ca0.6376811594202898
ro0.6268656716417911
es0.6235884567126726
pt0.5161290322580645
en0.4854202401372213
tl0.46808510638297873
sq0.34497816593886466
no0.3150684931506849
yo0.3150684931506849
eu0.2248062015503876
de0.21052631578947367
tr0.21052631578947367
da0.18256130790190736
sv0.18256130790190736
reliabletrue
passestrue
10
name"Hunter"
dialogue"Stay put. I'll be back with a translator. Don't delete anything on that camera."
detectedLang"en"
heavyLang"en"
scores
en0.8046148120580573
tl0.5816733067729083
ro0.5333333333333334
ca0.4770916334661355
hr0.46098562628336753
it0.44029850746268656
et0.4397011739594451
ms0.43910256410256415
sq0.42371020856201974
fr0.4211686879823594
es0.41666666666666663
pt0.4074492099322799
hu0.40476190476190477
no0.4020501138952164
nl0.3951612903225807
sv0.38739789964994165
pl0.38307873090481787
yo0.3667068757539204
sl0.35185185185185186
de0.34210526315789475
sk0.3379571248423708
cs0.336283185840708
da0.33375634517766495
lt0.3320610687022901
tr0.2905405405405405
fi0.2886178861788618
vi0.23133235724743775
eu0.20694864048338368
lv0.20694864048338368
az0.19724770642201836
hi0.13793103448275862
is0.125
reliabletrue
passestrue