Run: 2026-05-10-01KR920TDB96B9FXAF95H7MXNV

Run Details

Model:
Gemma 4 26B (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
25.9s
Cost:
$0.001001
Provider:
Cloudflare

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 saw you out by the orchard earlier. Did you happen to see anything unusual near the trees last night?" Maria: "¡Dios mío, fue espantoso! No puedo dejar de temblar... algo se movía entre las sombras y no era un animal, lo sé." Hunter: "I’m sorry, I didn't catch that. Do you speak English? I'm investigating some missing persons cases and wanted to see if you witnessed anything." Maria: "No entiendo... no hablo inglés. Por favor, ayúdeme, vi algo terrible cerca del bosque y no sé qué hacer." Hunter: "Look, I don't know any Spanish. I'm not trying to be difficult, but I can't help you if I can't understand you. Are you in some kind of trouble?" Maria: "¡Mire la cámara! ¡Por favor, mire la foto! ¡Dígame que lo que capturé no es real!" Hunter: "I can't—I can't read this. I'll find someone who can translate, okay? Just stay right here." Hunter: "Dammit. I have to take this. It's the precinct. Don't go anywhere."
created_at"2026-05-10T13:42:54.643Z" 5/10/2026, 1:42:54 PM
model"google/gemma-4-26b-a4b-it-20260403"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency438
moderation_latency(null)
generation_time25783
tokens_prompt317
tokens_completion3145
native_tokens_prompt311
native_tokens_completion3233
native_tokens_completion_images(null)
native_tokens_reasoning2878
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)
usage0.001001
router(null)
provider_responses
0
endpoint_id"e2a16fa6-1f65-413e-9ecb-93901089ddb1"
id"id-1778420575054"
is_byokfalse
latency401
model_permaslug"google/gemma-4-26b-a4b-it-20260403"
provider_name"Cloudflare"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1778420574-u3vQd0Ck4ZnhJXICEHWc"
session_id(null)
api_type"completions"
id"gen-1778420574-xLSboS7xAoN4SvRUObsL"
upstream_id"id-1778420575054"
total_cost0.001001
cache_discount(null)
upstream_inference_cost0
provider_name"Cloudflare"
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 saw you out by the orchard earlier. Did you happen to see anything unusual near the trees last night?"
detectedLang"en"
heavyLang"en"
scores
en0.8001728235039965
tl0.636113296616837
no0.4986449864498645
da0.4671658986175115
fr0.4243932794026135
nl0.40932311621966794
sq0.39817826935588807
et0.39739413680781766
cs0.35852981969486825
ca0.34022824536376606
ms0.3397573162027124
ro0.3397573162027124
sv0.3292240754169688
it0.31784660766961653
de0.30711610486891383
yo0.30451127819548873
pt0.3008314436885865
pl0.29064417177914115
es0.27847113884555386
sk0.26877470355731226
sl0.26587301587301587
hr0.25821972734562953
lv0.16666666666666666
lt0.15293040293040291
hu0.14825046040515655
tr0.1223908918406072
fi0.075
be0.07035175879396985
az0.06376518218623482
is0.06376518218623482
uk0.06376518218623482
vi0.06376518218623482
reliabletrue
passestrue
1
name"Maria"
dialogue"¡Dios mío, fue espantoso! No puedo dejar de temblar... algo se movía entre las sombras y no era un animal, lo sé."
detectedLang"es"
heavyLang"es"
scores
es0.7937293729372937
ca0.6554892053284337
pt0.6389022628791526
fr0.5774647887323944
it0.5667244367417678
ro0.4877049180327869
yo0.4140625
en0.38974776240846215
lv0.36332767402376914
ms0.29775280898876405
hr0.2890995260663507
tl0.28842504743833014
no0.2725509214354995
sl0.2711370262390671
eu0.2697176241480039
az0.2661448140900196
da0.21956295525494277
sv0.21052631578947367
sk0.20297555791710944
vi0.20127795527156547
tr0.19871794871794873
pl0.1935483870967742
sq0.1891891891891892
nl0.16943521594684383
de0.1601343784994401
cs0.15349887133182843
is0.14089347079037798
fi0.11971830985915494
hu0.11452184179456906
reliabletrue
passestrue
2
name"Hunter"
dialogue"I’m sorry, I didn't catch that. Do you speak English? I'm investigating some missing persons cases and wanted to see if you witnessed anything."
detectedLang"en"
heavyLang"en"
scores
en0.8118532455315146
tl0.6041171813143309
sv0.46609717031500264
it0.4487320837927233
pt0.43214082907438955
fr0.41588785046728977
hr0.4152046783625731
no0.4114184814596822
da0.39649969824984915
cs0.38875305623471884
ro0.3872549019607844
ca0.37421777221526903
et0.358974358974359
sq0.3531694695989651
sk0.3476842791911285
ms0.3342210386151798
de0.3333333333333333
lv0.3288590604026846
nl0.3256911665542818
pl0.31647300068352696
is0.2937853107344633
yo0.2862241256245539
sl0.2684711046086321
lt0.2673992673992674
es0.2372234935163997
az0.23371647509578544
fi0.1830065359477124
vi0.1482112436115843
tr0.12049252418645558
hu0.11504424778761062
be0.06542056074766354
uk0.059266227657572904
reliabletrue
passestrue
3
name"Maria"
dialogue"No entiendo... no hablo inglés. Por favor, ayúdeme, vi algo terrible cerca del bosque y no sé qué hacer."
detectedLang"es"
heavyLang"es"
scores
es0.7716535433070866
pt0.6023038946791004
ca0.5830937320299022
it0.5643028846153846
fr0.5382165605095541
no0.38402718776550554
en0.37928082191780826
da0.3385036496350365
sv0.33668801463860937
sq0.2676767676767676
tr0.25944841675178754
ro0.24870466321243526
pl0.2479253112033195
et0.23036093418259024
nl0.22376873661670238
vi0.21451787648970747
sk0.19800884955752213
hu0.186307519640853
sl0.18355855855855857
tl0.17707150964812712
fi0.17142857142857143
lv0.1530373831775701
is0.14504716981132076
hr0.12227602905569007
cs0.1082410824108241
yo0.1060419235511714
az0.0799492385786802
de0.0799492385786802
reliabletrue
passestrue
4
name"Hunter"
dialogue"Look, I don't know any Spanish. I'm not trying to be difficult, but I can't help you if I can't understand you. Are you in some kind of trouble?"
detectedLang"en"
heavyLang"en"
scores
en0.8279098873591991
tl0.5092207019631172
no0.46774193548387094
nl0.4575936883629191
sv0.4353182751540041
da0.4270833333333333
ro0.4258872651356994
de0.4157223796033995
yo0.39338235294117646
fr0.36587240584166025
pl0.33894230769230765
cs0.32542927228127555
it0.3102006688963211
sk0.2620751341681575
lt0.25271739130434784
sl0.25
ca0.24726277372262775
hr0.23611111111111113
hu0.23611111111111113
is0.21503330161750714
sq0.20596727622714148
lv0.1831683168316832
tr0.15210688591983554
az0.15123456790123457
ms0.08333333333333334
be0.0782122905027933
et0.07094594594594594
uk0.07094594594594594
vi0.07094594594594594
reliabletrue
passestrue
5
name"Maria"
dialogue"¡Mire la cámara! ¡Por favor, mire la foto! ¡Dígame que lo que capturé no es real!"
detectedLang"es"
heavyLang"es"
scores
es0.7706422018348624
ca0.7089262613195343
pt0.6885813148788928
fr0.5631067961165048
it0.5283018867924528
sq0.527806925498426
no0.47058823529411764
ro0.4485294117647059
en0.43037974683544306
lv0.4109947643979057
tl0.3580599144079886
yo0.337260677466863
sl0.32228915662650603
de0.31402439024390244
vi0.27999999999999997
sk0.2694805194805195
tr0.2682926829268293
hr0.26229508196721313
pl0.23469387755102045
da0.23076923076923078
nl0.2214532871972318
hu0.1847826086956522
lt0.16820702402957485
az0.13793103448275862
sv0.1262135922330097
cs0.11591355599214145
et0.11591355599214145
reliabletrue
passestrue
6
name"Hunter"
dialogue"I can't—I can't read this. I'll find someone who can translate, okay? Just stay right here."
detectedLang"en"
heavyLang"en"
scores
en0.8073217726396917
tl0.5531724754244861
da0.4292237442922375
ca0.4232987312572088
no0.4165694282380397
sq0.3796526054590571
sv0.37421777221526903
hr0.3564993564993565
ro0.3394980184940555
it0.3359893758300133
et0.3093922651933701
tr0.29577464788732394
az0.284692417739628
pl0.2816091954022989
cs0.24698795180722888
yo0.24357034795764
pt0.2401215805471125
es0.2366412213740458
fr0.23547400611620795
vi0.23195084485407066
de0.21996879875195008
sk0.2125984251968504
lt0.20634920634920634
lv0.20634920634920634
be0.12280701754385964
eu0.11816578483245149
hu0.11816578483245149
is0.11190053285968028
nl0.11190053285968028
uk0.11190053285968028
ms0.10554561717352416
sl0.10554561717352416
reliabletrue
passestrue
7
name"Hunter"
dialogue"Dammit. I have to take this. It's the precinct. Don't go anywhere."
detectedLang"en"
heavyLang"en"
scores
en0.797205948625507
tl0.5802238805970149
da0.5098039215686274
sv0.47735191637630664
yo0.4755244755244755
pl0.45054945054945056
no0.4367959949937422
hr0.41709844559585496
sq0.39189189189189183
sl0.3860845839017735
sk0.38271604938271603
lv0.3706293706293706
cs0.3440233236151603
ca0.3263473053892215
it0.3108728943338438
ro0.293563579277865
lt0.2706645056726094
nl0.26108374384236455
pt0.17431192660550457
es0.16820702402957485
de0.14772727272727273
fr0.14772727272727273
ms0.14772727272727273
be0.1346153846153846
tr0.1346153846153846
hu0.12959381044487428
az0.12280701754385964
et0.12280701754385964
is0.12280701754385964
uk0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue