Run: 2026-05-10-01KR937AER5K6ZJXF081JJWR0C

Run Details

Model:
Gemma 4 31B (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
50.4s
Cost:
$0.000454
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. I'm Detective Hunter. I'm investigating the disappearance of a local resident. You've been spending a lot of time around the outskirts of town with that camera—did you see anything unusual near the creek yesterday?" Maria: "¡Oh, gracias a Dios que ha venido! ¡Lo vi! Estaba escondido entre los árboles, cerca del sendero del río. ¡Parecía que estaba arrastrando algo!" Hunter: "I'm sorry, I don't speak... look, I don't know what that was. Do you speak English? I just need to know if you saw anyone suspicious." Maria: "¡No me entiende! ¡Es terrible! El hombre tenía una máscara y se movía muy rápido. ¡Tengo miedo de que regrese por mí porque yo lo vi!" Hunter: "I can tell you're upset, but you're not helping me if I can't understand you. Just... point. Did you see a man? A car? Use your hands if you have to." Maria: "¡Por favor, escúcheme! ¡Está en las fotos! ¡Están en mi cámara! ¡Mire, aquí está, justo detrás de los sauces!" Hunter: "Look, I want to help, but we're just talking in circles here. I'll find a way to get a translator, but for now, just stay—" (Hunter's phone rings; he answers it abruptly) Hunter: "Hunter here. What? Another one? Where? I'm on my way. (To Maria) Stay right here. Don't move. I'll be back."
created_at"2026-05-10T14:03:56.255Z" 5/10/2026, 2:03:56 PM
model"google/gemma-4-31b-it-20260402"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency377
moderation_latency(null)
generation_time45041
tokens_prompt317
tokens_completion1043
native_tokens_prompt299
native_tokens_completion1092
native_tokens_completion_images(null)
native_tokens_reasoning695
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)
usage0.00045383
router(null)
provider_responses
0
endpoint_id"576fca5b-f09c-4bda-b560-9989c39ac3ab"
is_byokfalse
latency5157
model_permaslug"google/gemma-4-31b-it-20260402"
provider_name"Together"
status429
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endpoint_id"9d4644e9-a5e5-41f4-b810-d75f484d2c24"
is_byokfalse
latency26
model_permaslug"google/gemma-4-31b-it-20260402"
provider_name"Parasail"
status429
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endpoint_id"69279254-6a96-4e9d-abc6-ea76e6bf8e97"
is_byokfalse
latency56
model_permaslug"google/gemma-4-31b-it-20260402"
provider_name"Novita"
status429
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endpoint_id"4149ab03-3b69-45a0-b94c-6c253b8641a1"
id"chatcmpl-RLZMtDpxiVwT1D8JBrakzeOF"
is_byokfalse
latency96
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-1778421836-djxTXyaNEUEYEOipas36"
session_id(null)
api_type"completions"
id"gen-1778421836-4Ik48FSjcWWx7KfwoVHD"
upstream_id"chatcmpl-RLZMtDpxiVwT1D8JBrakzeOF"
total_cost0.00045383
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. I'm Detective Hunter. I'm investigating the disappearance of a local resident. You've been spending a lot of time around the outskirts of town with that camera—did you see anything unusual near the creek yesterday?"
detectedLang"en"
heavyLang"en"
scores
en0.7897920047204603
tl0.6065709552733297
nl0.5293923381770145
pt0.48294629898403485
it0.4730029585798816
fr0.4712430426716141
ro0.4694713328369322
es0.46589205397301353
no0.46002273588480486
ca0.42026037428803903
ms0.39822635135135137
sq0.391025641025641
de0.3766404199475065
da0.37472575691092586
et0.348124428179323
sv0.30487804878048785
cs0.2980295566502463
hr0.291044776119403
sl0.27921092564491656
is0.276282376841036
sk0.27035330261136714
lt0.24722662440570525
yo0.21832144816236973
az0.18941979522184302
tr0.1332116788321168
hu0.13109756097560976
fi0.1214549938347719
pl0.109375
lv0.08945686900958467
eu0.04682274247491639
vi0.04682274247491639
reliabletrue
passestrue
1
name"Maria"
dialogue"¡Oh, gracias a Dios que ha venido! ¡Lo vi! Estaba escondido entre los árboles, cerca del sendero del río. ¡Parecía que estaba arrastrando algo!"
detectedLang"es"
heavyLang"es"
scores
es0.799955545676817
pt0.7068403908794789
ca0.6832101372756072
it0.6293245469522241
fr0.5220392989909719
sv0.45021380574221137
no0.42820838627700125
ro0.42528735632183906
da0.3873383253914227
en0.3701889433170049
eu0.296875
tl0.2724333063864187
de0.2555831265508685
et0.2524916943521595
ms0.23857868020304565
hu0.23599320882852293
pl0.23339011925042585
nl0.23208191126279862
is0.22746781115879824
vi0.2248062015503876
sl0.2221261884183233
yo0.2214532871972318
lv0.20913884007029876
sq0.1906474820143885
cs0.18256130790190736
sk0.18107370336669698
lt0.16666666666666666
tr0.1420400381315539
fi0.13875598086124402
hr0.11067193675889328
az0.07216494845360825
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm sorry, I don't speak... look, I don't know what that was. Do you speak English? I just need to know if you saw anyone suspicious."
detectedLang"en"
heavyLang"en"
scores
en0.8168249660786975
tl0.555921052631579
cs0.39839572192513373
hr0.39839572192513373
sv0.37902483900643974
pl0.3744207599629287
yo0.3656015037593985
pt0.33758586849852795
no0.33234421364985167
sk0.33234421364985167
da0.3181818181818182
et0.3105209397344229
ca0.2983367983367983
sq0.2710583153347732
ro0.2702702702702703
ms0.26550598476605003
sl0.26310043668122274
it0.24157303370786518
de0.22055427251732102
lv0.21511627906976746
vi0.2049469964664311
lt0.1983372921615202
hu0.18674698795180722
nl0.16563658838071693
es0.09638554216867469
fr0.09638554216867469
be0.09395973154362416
tr0.09395973154362416
az0.08536585365853659
is0.08536585365853659
uk0.08536585365853659
reliabletrue
passestrue
3
name"Maria"
dialogue"¡No me entiende! ¡Es terrible! El hombre tenía una máscara y se movía muy rápido. ¡Tengo miedo de que regrese por mí porque yo lo vi!"
detectedLang"es"
heavyLang"es"
scores
es0.8015479261758285
pt0.6260284218399402
ca0.6216420734014377
fr0.5507637017070979
it0.5327102803738317
no0.40476190476190477
hu0.38233477455219267
sq0.375
ro0.3585631815266196
yo0.3556701030927836
da0.35358758888170655
en0.3429697766097241
nl0.3346640053226879
tl0.33244325767690247
sv0.3311036789297659
ms0.2857142857142857
de0.27483683828861494
et0.25205684367988035
lv0.24698795180722888
fi0.2464204973624718
vi0.2242048099301784
eu0.21135646687697163
pl0.19289749798224373
hr0.18962722852512154
sl0.18032786885245902
tr0.15682967959527827
sk0.14383561643835618
cs0.11971830985915494
az0.11190053285968028
is0.0990990990990991
lt0.08340971585701192
reliabletrue
passestrue
4
name"Hunter"
dialogue"I can tell you're upset, but you're not helping me if I can't understand you. Just... point. Did you see a man? A car? Use your hands if you have to."
detectedLang"en"
heavyLang"en"
scores
en0.8112128146453088
da0.6110325318246109
tl0.5646437994722955
no0.5597652081109925
sv0.547945205479452
fr0.5056920311563811
nl0.48243412797992474
pl0.4254874651810585
et0.40561959654178675
de0.4004360465116279
cs0.3911439114391144
ca0.3415802075019952
sk0.33894230769230765
is0.32432432432432434
ro0.3096234309623431
hr0.30788590604026844
lv0.3055555555555556
sq0.3002544529262086
lt0.29366438356164387
yo0.29366438356164387
fi0.2930591259640103
it0.27947598253275113
ms0.26861702127659576
tr0.26796805678793256
sl0.26601423487544484
pt0.2653606411398041
es0.22096317280453256
hu0.21278625954198474
az0.20289855072463767
eu0.18154761904761904
vi0.13883089770354906
be0.0782122905027933
uk0.07094594594594594
reliabletrue
passestrue
5
name"Maria"
dialogue"¡Por favor, escúcheme! ¡Está en las fotos! ¡Están en mi cámara! ¡Mire, aquí está, justo detrás de los sauces!"
detectedLang"es"
heavyLang"es"
scores
es0.7824685787947148
ca0.6653445711452654
pt0.6386509635974303
fr0.4668246445497631
nl0.45608380338436744
en0.4140625
da0.4010647737355812
sv0.39839572192513373
no0.3907942238267148
ro0.3902439024390244
tr0.3874773139745916
sq0.3869209809264305
tl0.38243366880146384
hu0.3818681318681319
it0.36500470366886173
de0.33497536945812806
cs0.31749241658240646
sl0.30698151950718683
sk0.25083240843507215
eu0.24242424242424243
yo0.21236872812135354
fi0.19161676646706588
hr0.17682926829268292
lt0.17481662591687042
pl0.1687192118226601
is0.16563658838071693
lv0.16563658838071693
et0.16149068322981366
ms0.16149068322981366
az0.15307402760351316
reliabletrue
passestrue
6
name"Hunter"
dialogue"Look, I want to help, but we're just talking in circles here. I'll find a way to get a translator, but for now, just stay—"
detectedLang"en"
heavyLang"en"
scores
en0.821084503165428
tl0.5337159253945482
da0.5178041543026707
no0.5156482861400895
nl0.5038167938931297
ro0.4897959183673469
ca0.48083067092651754
sv0.4804156674660272
pl0.4745351657235246
it0.45788156797331114
fr0.4472789115646259
pt0.4444444444444444
hr0.43032427695004377
sl0.42731277533039647
sq0.4106980961015413
yo0.39870490286771504
de0.3970315398886827
cs0.3964716805942433
sk0.37917860553963706
et0.3486973947895792
lv0.33127572016460904
lt0.3271221532091097
is0.3222106360792492
es0.3092454835281615
az0.29805615550755943
ms0.28414096916299564
hu0.2554410080183276
vi0.2537313432835821
tr0.24418604651162787
eu0.17407878017789072
be0.09722222222222222
fi0.08835904628330996
uk0.08835904628330996
reliabletrue
passestrue
7
name"Hunter"
dialogue"Hunter here. What? Another one? Where? I'm on my way. Stay right here. Don't move. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8260594560404806
tl0.564873417721519
pl0.3234932349323493
yo0.32014833127317677
fr0.3167701863354037
de0.3037974683544304
sq0.301143583227446
da0.298469387755102
hr0.2413793103448276
cs0.22644163150492264
sk0.22644163150492264
ca0.2231638418079096
et0.21875
no0.21652421652421652
fi0.21428571428571427
hu0.17541229385307347
lt0.1691842900302115
es0.15384615384615385
hi0.13249211356466878
sv0.11290322580645161
it0.10277324632952692
nl0.10277324632952692
pt0.10277324632952692
ms0.09688013136288999
ro0.09688013136288999
sl0.09688013136288999
tr0.09688013136288999
reliabletrue
passestrue