Run: 2026-05-10-01KR8WG62Z3C6KRGNR4DZZMM6Q

Run Details

Model:
Gemma 4 31B (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
59.3s
Cost:
$0.000571
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="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. You're the exchange student, right? Maria?" Maria: (Looking up, startled and breathless) "¡Oh, gracias a Dios! Usted es policía, ¿verdad? Vi algo... vi algo horrible anoche cerca del río." Hunter: (Frowning) "Look, I don't speak Spanish. I'm Detective Hunter. I'm asking everyone in the area if they saw anything unusual last night around the time of the disappearance. You see anything?" Maria: (Urgent, gesturing wildly toward her camera) "¡Aquí! ¡Lo tengo aquí! Vi a un hombre... estaba arrastrando a alguien hacia el bosque. ¡Fue aterrador, no pude gritar!" Hunter: (Sighing, leaning in) "Slow down. I can tell you're shaken up, but I have no idea what you're saying. Do you speak any English? Even just a few words?" Maria: (Shaking her head, eyes welling up) "No entiendo... no hablo inglés. ¡Por favor, mire las fotos! ¡El hombre llevaba una máscara!" Hunter: (Rubbing his temples) "Great. Just great. Look, I can see you're trying to tell me something important, but we are speaking two different languages here. Is there anyone else in this cafe who can translate for us?" Maria: (Desperate, pushing the camera toward him) "¡Mire! ¡Por favor, mire la pantalla! ¡Están en peligro!" Hunter: (Gently pushing the camera back) "I can't just take your equipment without knowing what's on it. Just stay right here. I’ll go find someone who speaks Spanish and I'll come right back. Don't move." Maria: (Almost crying) "¡No puede esperar! ¡Tiene que ir ahora mismo al bosque!" Hunter: (Phone rings loudly in his pocket; he answers it immediately) "Hunter here. What? You found a lead at the orchard? I'm on my way." (To Maria) "I have to go. Stay put. I'll be back."
created_at"2026-05-10T12:06:26.663Z" 5/10/2026, 12:06:26 PM
model"google/gemma-4-31b-it-20260402"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency462
moderation_latency(null)
generation_time59245
tokens_prompt317
tokens_completion1356
native_tokens_prompt299
native_tokens_completion1400
native_tokens_completion_images(null)
native_tokens_reasoning902
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)
usage0.00057087
router(null)
provider_responses
0
endpoint_id"4149ab03-3b69-45a0-b94c-6c253b8641a1"
id"chatcmpl-Ruzj24eVSleD4ZlM3LoDP9us"
is_byokfalse
latency59
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-1778414786-GN42VkuhOomTh3cwErL2"
session_id(null)
api_type"completions"
id"gen-1778414786-dwWWTz6YjQVZD4iw502w"
upstream_id"chatcmpl-Ruzj24eVSleD4ZlM3LoDP9us"
total_cost0.00057087
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 exchange student, right? Maria?"
detectedLang"en"
heavyLang"en"
scores
en0.7791519434628975
no0.6327130264446622
tl0.6319921491658488
fr0.6246246246246246
nl0.6138002059732235
da0.5856353591160222
sq0.5669745958429562
de0.5300751879699248
sv0.473314606741573
it0.44362017804154297
ro0.4335347432024169
ms0.43095599393019723
es0.39418416801292405
yo0.39418416801292405
pt0.39222042139384117
et0.37810945273631835
ca0.37707641196013286
sl0.3686868686868687
pl0.35233160621761656
cs0.34895833333333337
lt0.34325744308231176
fi0.3397887323943662
sk0.33862433862433866
hr0.28842504743833014
eu0.27606177606177607
lv0.25595238095238093
tr0.19871794871794873
az0.16666666666666666
hu0.1359447004608295
reliabletrue
passestrue
1
name"Maria"
dialogue"¡Oh, gracias a Dios! Usted es policía, ¿verdad? Vi algo... vi algo horrible anoche cerca del río."
detectedLang"es"
heavyLang"es"
scores
es0.7789240972733972
ca0.6091205211726385
pt0.585348997926745
it0.5702005730659025
da0.49622166246851385
no0.48364888123924266
eu0.4434137291280148
ro0.4360902255639098
de0.4323557237464522
en0.4230769230769231
fr0.39879759519038077
sv0.3951612903225807
nl0.39209726443769
hu0.35691318327974275
cs0.3340732519422864
pl0.3281075027995521
lv0.3174061433447099
sl0.3174061433447099
lt0.3023255813953488
az0.2822966507177033
tr0.2797118847539016
tl0.2709599027946537
sq0.269183922046285
sk0.2647058823529412
hr0.25
vi0.22077922077922074
et0.20212765957446807
fi0.19678714859437751
ms0.19463087248322147
yo0.16550764951321278
is0.1111111111111111
reliabletrue
passestrue
2
name"Hunter"
dialogue"Look, I don't speak Spanish. I'm Detective Hunter. I'm asking everyone in the area if they saw anything unusual last night around the time of the disappearance. You see anything?"
detectedLang"en"
heavyLang"en"
scores
en0.8138850415512466
tl0.6286701208981001
nl0.4649079143852663
no0.44616177228232873
it0.4017807456872565
sv0.3980963045912654
de0.3960674157303371
da0.382538770821367
fr0.3818286371477861
ro0.3669022379269729
sq0.3593563766388558
ms0.34451219512195125
yo0.3293824079850281
pt0.32770481550969355
et0.2785234899328859
ca0.25964187327823696
hr0.24508426966292135
sl0.24188998589562766
cs0.2304939155332856
es0.2282842785355348
is0.17180277349768877
pl0.16342412451361868
az0.12029459901800327
hu0.11376751854905194
sk0.10862354892205639
tr0.10714285714285714
be0.061135371179039305
lt0.05536028119507908
lv0.05536028119507908
uk0.05536028119507908
vi0.05536028119507908
reliabletrue
passestrue
3
name"Maria"
dialogue"¡Aquí! ¡Lo tengo aquí! Vi a un hombre... estaba arrastrando a alguien hacia el bosque. ¡Fue aterrador, no pude gritar!"
detectedLang"es"
heavyLang"es"
scores
es0.7953525217850541
ca0.669791222837665
pt0.6213971665852467
it0.5720596355604638
ro0.44642857142857145
fr0.4318181818181818
eu0.4155354449472096
sv0.4097486671744097
no0.4070390206579954
tl0.39453125
en0.3409863945578231
sk0.3272569444444444
lv0.32195975503062113
yo0.31838170624450307
hu0.3159752868490733
is0.31294326241134746
da0.27502338634237605
sq0.2667928098391675
vi0.2519305019305019
ms0.249031007751938
pl0.24316406250000003
et0.2357001972386588
hr0.21558704453441296
cs0.20594262295081966
tr0.17553191489361702
sl0.1702355460385439
az0.15300546448087432
lt0.09568261376896149
nl0.08284023668639054
de0.07957244655581948
fi0.07517899761336516
reliabletrue
passestrue
4
name"Hunter"
dialogue"Slow down. I can tell you're shaken up, but I have no idea what you're saying. Do you speak any English? Even just a few words?"
detectedLang"en"
heavyLang"en"
scores
en0.8178727537639632
tl0.5324189526184538
ca0.53125
nl0.45848375451263534
hr0.4204018547140649
no0.3961352657004831
sv0.3811881188118812
pl0.3744787322768974
cs0.37395659432387307
pt0.36655405405405406
da0.3644067796610169
sk0.3617021276595745
tr0.35456110154905335
es0.3218806509945751
sq0.30102516309412863
it0.29906542056074764
ro0.28639391056137015
yo0.27466150870406186
fr0.2732558139534884
lv0.26035502958579887
vi0.2454728370221328
de0.237029501525941
et0.2331288343558282
hu0.2291880781089414
ms0.2203742203742204
az0.21875
sl0.21875
lt0.16201117318435754
is0.15540540540540537
be0.08536585365853659
eu0.08536585365853659
fi0.07749077490774908
uk0.07749077490774908
reliabletrue
passestrue
5
name"Maria"
dialogue"No entiendo... no hablo inglés. ¡Por favor, mire las fotos! ¡El hombre llevaba una máscara!"
detectedLang"es"
heavyLang"es"
scores
es0.7829232995658466
ca0.673380511703865
pt0.5898838004101162
it0.5283018867924528
fr0.4618834080717489
hu0.3896236012207528
sq0.37694704049844235
tl0.36642027455121434
ro0.3644067796610169
en0.3603411513859275
nl0.3150684931506849
lv0.3063583815028902
tr0.2822966507177033
no0.269183922046285
et0.26560587515299877
hr0.21875
sk0.20844327176781002
ms0.2010652463382157
lt0.19246298788694483
de0.18256130790190736
pl0.18256130790190736
sl0.18032786885245902
da0.1712707182320442
sv0.1712707182320442
fi0.13169319826338638
cs0.10044977511244377
az0.08952959028831564
reliabletrue
passestrue
6
name"Hunter"
dialogue"Great. Just great. Look, I can see you're trying to tell me something important, but we are speaking two different languages here. Is there anyone else in this cafe who can translate for us?"
detectedLang"en"
heavyLang"en"
scores
en0.8243979357798166
tl0.6017555266579974
ro0.5101959216313474
no0.4593998234774934
fr0.45336903168228465
nl0.4496855345911949
ca0.4414044687642499
it0.4130330618112123
de0.3911530815109344
da0.3868868868868869
pt0.35526315789473684
sq0.3508214096449391
es0.3258117776554761
pl0.3217054263565891
et0.31640625
sv0.30751837196156023
lt0.29718875502008035
yo0.2877906976744186
sl0.28362573099415206
ms0.27728613569321536
hr0.27428909952606634
cs0.22615287428932404
sk0.21221864951768488
lv0.20454545454545453
is0.20195439739413681
tr0.1914191419141914
az0.1876657824933687
hu0.15283540802213003
vi0.10973837209302326
eu0.10583941605839417
fi0.05769230769230769
be0.05405405405405406
uk0.04891304347826087
reliabletrue
passestrue
7
name"Maria"
dialogue"¡Mire! ¡Por favor, mire la pantalla! ¡Están en peligro!"
detectedLang"es"
heavyLang"es"
scores
es0.7996300863131935
ca0.7198275862068966
fr0.5838668373879642
sq0.5806451612903226
pt0.5689655172413793
fi0.5422535211267606
no0.5255474452554745
it0.5178041543026707
ro0.4857594936708861
nl0.4715447154471545
sv0.4672131147540984
tl0.4425385934819897
is0.41016333938294003
da0.3959107806691449
ms0.34210526315789475
en0.30703624733475476
sl0.3010752688172043
hu0.28414096916299564
tr0.25287356321839083
yo0.22062350119904073
vi0.20537897310513448
et0.20147420147420148
cs0.1935483870967742
eu0.1875
de0.181360201511335
reliabletrue
passestrue
8
name"Hunter"
dialogue"I can't just take your equipment without knowing what's on it. Just stay right here. I’ll go find someone who speaks Spanish and I'll come right back. Don't move."
detectedLang"en"
heavyLang"en"
scores
en0.8212321232123212
tl0.5649263721552878
yo0.3610747051114024
ca0.3517287234042553
sq0.3238557558945908
et0.3196092114445219
da0.3162692847124825
pl0.28308823529411764
sv0.2820324005891017
no0.27293064876957496
it0.26581325301204817
nl0.25742574257425743
fr0.23828125
hr0.2292490118577075
ro0.20537897310513448
cs0.19950738916256158
de0.19421487603305784
sk0.17721518987341772
hu0.1709183673469388
pt0.16237113402061853
es0.16092943201376936
fi0.13333333333333333
lv0.1325622775800712
az0.11444141689373298
hi0.07932011331444759
ms0.07407407407407407
sl0.07407407407407407
be0.06698564593301436
tr0.06698564593301436
is0.06069364161849711
lt0.06069364161849711
uk0.06069364161849711
vi0.06069364161849711
reliabletrue
passestrue
9
name"Maria"
dialogue"¡No puede esperar! ¡Tiene que ir ahora mismo al bosque!"
detectedLang"es"
heavyLang"es"
scores
es0.8174349612049293
ca0.6515679442508711
pt0.6330275229357798
it0.5943204868154158
fr0.47575360419397117
no0.4528043775649795
tl0.4513031550068587
lv0.42528735632183906
lt0.39668174962292607
nl0.34210526315789475
ro0.33774834437086093
eu0.3333333333333333
en0.3174061433447099
hr0.3150684931506849
sl0.2831541218637993
sv0.2248062015503876
ms0.1935483870967742
sk0.18533604887983707
is0.18032786885245902
tr0.18032786885245902
da0.17012448132780084
fi0.15966386554621848
pl0.15789473684210525
reliabletrue
passestrue
10
name"Hunter"
dialogue"I have to go. Stay put. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8201438848920863
yo0.6462264150943396
da0.6341463414634145
hr0.6280991735537189
pl0.6212121212121212
tl0.6017699115044248
lt0.5535714285714286
no0.5302713987473904
cs0.5119305856832972
sk0.4755244755244755
lv0.45121951219512196
hu0.4498777506112469
ca0.38016528925619836
sv0.38016528925619836
sq0.3732590529247911
sl0.34971098265895956
it0.3382352941176471
ro0.2857142857142857
be0.23728813559322032
tr0.23728813559322032
az0.21875
et0.21875
is0.21875
uk0.21875
vi0.21875
reliabletrue
passestrue