Run: 2026-05-10-01KR8VJBCQNQDBRTYQV4MCH5HP

Run Details

Model:
Gemma 4 31B
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
39.3s
Cost:
$0.000209
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="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 this morning. Did you see anything unusual around the clock tower?" Maria: "¿Qué? No entiendo... ¿Quién es usted?" Hunter: "Look, I don't need the runaround. I just need to know if you saw a woman in a red coat heading toward the woods. You've got a camera there—did you take any photos of the area?" Maria: "¡Dios mío, sí! ¡Vi a alguien! Una mujer... parecía asustada, gritaba por ayuda y luego alguien la arrastró hacia los árboles. ¡Fue horrible, yo no sabía qué hacer!" Hunter: "Slow down. I don't speak whatever language that is. Do you speak English? English?" Maria: "¡No hablo inglés! ¡Por favor, escúcheme! ¡La mujer desapareció en el bosque! ¡Tengo que mostrarle las fotos, pero estoy temblando demasiado!" Hunter: "Great. Just great. I've got a witness who sounds like she's seen a ghost and I can't understand a word she's saying. Just... hold on. Show me the camera. Just point to the screen." Maria: "Aquí... mire aquí. ¡Estaba allí! ¡La llevaronse a la fuerza!" Hunter: "I can see you're upset, but I can't help you if we can't communicate. I'll find a translator and come back to—" (Phone rings) Hunter: "Damn it. Yeah, this is Hunter. What? Now? Where? I'm on my way." Hunter: "Listen, stay right here. Don't move. Don't delete anything on that camera. I'll be back for you." Maria: "¿A dónde va? ¡Espere! ¡No me deje aquí sola!"
created_at"2026-05-10T11:50:09.056Z" 5/10/2026, 11:50:09 AM
model"google/gemma-4-31b-it-20260402"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1106
moderation_latency(null)
generation_time39176
tokens_prompt317
tokens_completion405
native_tokens_prompt314
native_tokens_completion413
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)
usage0.00020916
router(null)
provider_responses
0
endpoint_id"29b94af5-d8f8-419a-9cf1-ae1f2831142b"
is_byokfalse
latency111
model_permaslug"google/gemma-4-31b-it-20260402"
provider_name"Venice"
status429
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endpoint_id"9d4644e9-a5e5-41f4-b810-d75f484d2c24"
is_byokfalse
latency17
model_permaslug"google/gemma-4-31b-it-20260402"
provider_name"Parasail"
status429
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endpoint_id"69279254-6a96-4e9d-abc6-ea76e6bf8e97"
id"049eaf84cc0df8362fd498a36932e954"
is_byokfalse
latency951
model_permaslug"google/gemma-4-31b-it-20260402"
provider_name"Novita"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1778413809-O57unyK0c4uNWQewvxmW"
session_id(null)
api_type"completions"
id"gen-1778413809-xErfEVNvTYosA81zoEYZ"
upstream_id"049eaf84cc0df8362fd498a36932e954"
total_cost0.00020916
cache_discount(null)
upstream_inference_cost0
provider_name"Novita"
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 this morning. Did you see anything unusual around the clock tower?"
detectedLang"en"
heavyLang"en"
scores
en0.8023715415019763
tl0.5994659546061415
it0.44237918215613387
sq0.40476190476190477
no0.4043679682329583
da0.36395759717314485
fr0.36079545454545453
ro0.3548387096774194
sv0.35205183585313177
pt0.3440233236151603
es0.33135215453194655
et0.3248312078019505
nl0.3202416918429003
ca0.29522317932654657
ms0.29467084639498436
cs0.22077922077922074
sl0.19210053859964096
hr0.18625678119349007
yo0.1773308957952468
lv0.16820702402957485
is0.16123019571295433
de0.16044776119402984
sk0.1395793499043977
tr0.12536443148688048
pl0.12280701754385964
fi0.07692307692307693
be0.07216494845360825
hu0.06928645294725957
az0.06542056074766354
lt0.06542056074766354
uk0.06542056074766354
vi0.06542056074766354
reliabletrue
passestrue
1
name"Maria"
dialogue"¿Qué? No entiendo... ¿Quién es usted?"
detectedLang"es"
heavyLang"es"
scores
es0.8268698060941828
ca0.5941558441558442
pt0.5812395309882747
en0.5495495495495496
lv0.500998003992016
it0.44071588366890374
no0.410377358490566
fr0.39172749391727496
de0.36386768447837153
eu0.34725848563968675
hu0.28977272727272724
hr0.2877492877492877
da0.2711370262390671
fi0.2668621700879765
lt0.2668621700879765
sk0.2668621700879765
tr0.26035502958579887
tl0.24242424242424243
et0.23547400611620795
nl0.23547400611620795
pl0.23076923076923078
reliabletrue
passestrue
2
name"Hunter"
dialogue"Look, I don't need the runaround. I just need to know if you saw a woman in a red coat heading toward the woods. You've got a camera there—did you take any photos of the area?"
detectedLang"en"
heavyLang"en"
scores
en0.8095149600446013
tl0.593092497022628
nl0.4512847965738758
no0.4218838127467569
yo0.41495433789954334
sv0.39528023598820056
ca0.3906064209274673
it0.3780339805825243
de0.3761412051125989
ro0.37270501835985315
pl0.354127284183995
da0.3492063492063492
sl0.3357096565132858
cs0.3352788586251621
hr0.3335500650195058
ms0.3234323432343234
fr0.30649526387009474
sq0.2969821673525377
sk0.283717679944095
es0.27816901408450706
et0.2636494252873563
lt0.24298375184638107
lv0.24130273871206512
is0.22583081570996977
hu0.17868589743589747
pt0.17670682730923695
az0.1747181964573269
tr0.12542662116040956
fi0.12243150684931507
vi0.11485319516407601
hi0.06987295825771324
be0.0639269406392694
eu0.0639269406392694
uk0.057904411764705885
reliabletrue
passestrue
3
name"Maria"
dialogue"¡Dios mío, sí! ¡Vi a alguien! Una mujer... parecía asustada, gritaba por ayuda y luego alguien la arrastró hacia los árboles. ¡Fue horrible, yo no sabía qué hacer!"
detectedLang"es"
heavyLang"es"
scores
es0.8100624683437448
ca0.5759517527327553
pt0.49776785714285715
fr0.4218910585817061
it0.3980738362760835
ro0.35008665511265163
en0.33471318746303963
tl0.3343195266272189
no0.3210621605310803
sv0.29993777224642193
et0.29775280898876405
yo0.2870722433460076
sq0.27184466019417475
sk0.25099866844207724
lv0.24698795180722888
eu0.24242424242424243
pl0.23935091277890466
vi0.23832092078537576
da0.20718816067653278
tr0.17642752562225475
de0.16356877323420074
hr0.1591928251121076
cs0.1515837104072398
lt0.13793103448275862
ms0.13793103448275862
sl0.12383177570093458
hu0.12177985948477751
fi0.1141732283464567
is0.0625
az0.058577405857740586
nl0.058577405857740586
reliabletrue
passestrue
4
name"Hunter"
dialogue"Slow down. I don't speak whatever language that is. Do you speak English? English?"
detectedLang"en"
heavyLang"en"
scores
en0.8174481168332052
tl0.5067497403946002
no0.46145124716553293
da0.4508670520231214
ro0.4235436893203884
yo0.42284325637910086
nl0.4128553770086526
hr0.41066997518610426
cs0.3994943109987357
sv0.38551099611901685
pl0.36155913978494625
sq0.3457300275482094
is0.33473389355742295
pt0.32432432432432434
hu0.31752873563218387
sk0.3004418262150221
vi0.26810477657935283
de0.250788643533123
ms0.250788643533123
fr0.23014586709886548
et0.22889610389610393
ca0.22512234910277326
lt0.2096505823627288
sl0.20168067226890754
it0.19491525423728812
eu0.1410488245931284
be0.12844036697247707
tr0.12844036697247707
az0.1171003717472119
lv0.1171003717472119
uk0.1171003717472119
reliabletrue
passestrue
5
name"Maria"
dialogue"¡No hablo inglés! ¡Por favor, escúcheme! ¡La mujer desapareció en el bosque! ¡Tengo que mostrarle las fotos, pero estoy temblando demasiado!"
detectedLang"es"
heavyLang"es"
scores
es0.7932175351530191
ca0.6713769306605324
pt0.6285289747399703
fr0.5042141794744671
it0.47780678851174935
en0.36828806064434616
tl0.32930918846411805
hu0.32614555256064687
ro0.32432432432432434
no0.30747922437673125
tr0.29725931131412503
nl0.26035502958579887
sq0.251497005988024
sk0.23954372623574144
ms0.22118380062305293
sl0.22118380062305293
eu0.21752738654147105
da0.21383647798742136
sv0.21383647798742136
lv0.20948616600790515
is0.19614147909967844
hr0.19289749798224373
et0.1783073130649137
fi0.13644214162348878
cs0.1281604184829991
lt0.12510936132983377
de0.11816578483245149
pl0.11816578483245149
yo0.08424908424908424
vi0.07749077490774908
az0.05571293673276676
reliabletrue
passestrue
6
name"Hunter"
dialogue"Great. Just great. I've got a witness who sounds like she's seen a ghost and I can't understand a word she's saying. Just... hold on. Show me the camera. Just point to the screen."
detectedLang"en"
heavyLang"en"
scores
en0.7975077881619937
tl0.5915374947633012
da0.5146839223494276
no0.5080726538849647
sv0.4354371742906774
fr0.40909090909090906
nl0.4051250762660159
yo0.3902439024390244
pl0.3887147335423198
cs0.38173747622067217
ro0.365234375
ca0.36149312377210213
sk0.3380855397148676
it0.3289745354439092
et0.3285123966942149
hr0.3181818181818182
sq0.30703624733475476
es0.29501084598698485
de0.2945007235890014
fi0.27616926503340755
lv0.25287356321839083
pt0.23828125
sl0.23469387755102045
ms0.23349056603773585
lt0.2034313725490196
tr0.20212765957446807
hu0.18614357262103506
is0.17860151642796968
be0.148471615720524
az0.12003610108303249
vi0.12003610108303249
hi0.07932011331444759
eu0.06698564593301436
uk0.06069364161849711
reliabletrue
passestrue
7
name"Maria"
dialogue"Aquí... mire aquí. ¡Estaba allí! ¡La llevaronse a la fuerza!"
detectedLang"es"
heavyLang"es"
scores
es0.8016997167138811
ca0.6908127208480564
fr0.5564005069708492
it0.5077355836849508
en0.4648318042813456
ro0.45987654320987653
pt0.44178628389154706
sq0.42148760330578516
no0.3986254295532647
yo0.3761140819964349
eu0.3433395872420263
pl0.3433395872420263
lv0.3333333333333333
hu0.308300395256917
tl0.308300395256917
vi0.3055555555555556
cs0.2738589211618257
sk0.27083333333333337
hr0.24242424242424243
sl0.20454545454545453
lt0.1898148148148148
tr0.18032786885245902
is0.1764705882352941
da0.17061611374407584
az0.16666666666666666
nl0.16666666666666666
de0.1606714628297362
et0.15254237288135594
fi0.15254237288135594
ms0.15254237288135594
sv0.15254237288135594
reliabletrue
passestrue
8
name"Hunter"
dialogue"I can see you're upset, but I can't help you if we can't communicate. I'll find a translator and come back to—"
detectedLang"en"
heavyLang"en"
scores
en0.809679173463839
tl0.6011396011396012
it0.5205479452054795
da0.4648318042813456
pl0.4640122511485452
fr0.4602929838087896
ro0.45567651632970446
nl0.44751381215469616
no0.42857142857142855
cs0.4190871369294606
ca0.4152046783625731
hr0.41225860621326615
sv0.4117647058823529
et0.409282700421941
sk0.3996569468267582
yo0.38704028021015763
sq0.33523266856600187
pt0.3346007604562738
az0.325626204238921
sl0.3210475266731329
lv0.3150684931506849
lt0.3110236220472441
tr0.2907801418439716
es0.2857142857142857
de0.2842535787321063
hu0.24160346695557963
vi0.23995656894679696
ms0.2072480181200453
fi0.1935483870967742
is0.16467780429594273
eu0.16367980884109917
be0.09090909090909091
uk0.08256880733944955
reliabletrue
passestrue
9
name"Hunter"
dialogue"Damn it. Yeah, this is Hunter. What? Now? Where? I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8212583412774069
tl0.5179948586118251
yo0.4195046439628483
sq0.37290969899665555
nl0.3718592964824121
fr0.32553956834532377
pl0.3194192377495462
de0.30683918669131244
cs0.30037313432835816
sk0.30037313432835816
ca0.2964352720450282
et0.29111531190926276
hu0.29111531190926276
fi0.2857142857142857
is0.19700214132762314
hr0.19006479481641467
lv0.18655097613882862
hi0.1830065359477124
da0.17943107221006563
no0.17218543046357618
sv0.15730337078651685
it0.14383561643835618
pt0.14383561643835618
ms0.1359447004608295
ro0.1359447004608295
sl0.1359447004608295
tr0.1359447004608295
reliabletrue
passestrue
10
name"Hunter"
dialogue"Listen, stay right here. Don't move. Don't delete anything on that camera. I'll be back for you."
detectedLang"en"
heavyLang"en"
scores
en0.8041553133514986
tl0.6061643835616438
no0.4973776223776224
da0.4508118433619866
ro0.3869936034115139
fi0.3702081051478641
de0.3660418963616317
sq0.3646408839779005
fr0.358974358974359
sv0.3532058492688414
it0.33061699650756693
hu0.3282710280373832
ca0.3179122182680902
nl0.3105515587529976
yo0.3105515587529976
es0.2848258706467662
et0.2848258706467662
pt0.2848258706467662
cs0.2730720606826802
hr0.22086720867208673
pl0.20798898071625344
ms0.20689655172413793
tr0.19804741980474197
sk0.18899858956276447
sl0.18899858956276447
eu0.16907514450867053
lt0.16302765647743814
lv0.13010590015128592
hi0.1274658573596358
is0.10852713178294573
reliabletrue
passestrue
11
name"Maria"
dialogue"¿A dónde va? ¡Espere! ¡No me deje aquí sola!"
detectedLang"es"
heavyLang"es"
scores
es0.7744360902255639
ca0.7455470737913485
it0.6865203761755486
pt0.6148908857509628
en0.576271186440678
ro0.5412844036697247
no0.5238095238095238
fr0.5098039215686274
tl0.42748091603053434
sk0.42418426103646834
sq0.4230769230769231
hr0.4152046783625731
yo0.40828402366863903
lv0.40119760479041916
pl0.375
sl0.3723849372384937
eu0.3670886075949367
tr0.3548387096774194
et0.34497816593886466
hu0.34210526315789475
nl0.33920704845814975
ms0.3288590604026846
fi0.3150684931506849
cs0.3055555555555556
lt0.21465968586387435
is0.2
da0.1935483870967742
az0.1891891891891892
vi0.1891891891891892
de0.18256130790190736
sv0.17355371900826447
reliabletrue
passestrue