Run: 2026-05-10-01KR8Y3MCSVP3X9AV86VPVZZ56

Run Details

Model:
Gemma 4 26B (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
29.5s
Cost:
$0.000793
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="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
Isabella: "Oddio... è stato terrificante. Non riesco a smettere di tremare." Hunter: "Excuse me, miss? I'm Detective Hunter. Did you happen to see anything unusual near the orchard last night?" Isabella: "Non capisco... per favore, non mi faccia paura. Non parlo inglese!" Hunter: "I’m sorry? I don't... I don't understand you. Do you speak any English?" Isabella: "No! Non parlo inglese! Ho visto qualcosa... tra gli alberi. Era un incubo." Hunter: "Look, I can see you're shaken up, but I need you to slow down. Did you see a person? Someone who might be missing?" Isabella: "Ho scattato una foto. C'è qualcosa nella mia macchina fotografica... un'ombra che non dovrebbe esistere." Hunter: "Dammit. I can't... I can't make heads or tails of this. Just stay here. Do not leave this cafe, do you hear me?" [Phone rings] Hunter: "Detective Hunter. ... What? Where? I'm on my way."
created_at"2026-05-10T12:34:32.48Z" 5/10/2026, 12:34:32 PM
model"google/gemma-4-26b-a4b-it-20260403"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency187
moderation_latency(null)
generation_time29362
tokens_prompt321
tokens_completion2484
native_tokens_prompt315
native_tokens_completion2539
native_tokens_completion_images(null)
native_tokens_reasoning2246
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)
usage0.0007932
router(null)
provider_responses
0
endpoint_id"e2a16fa6-1f65-413e-9ecb-93901089ddb1"
id"id-1778416472590"
is_byokfalse
latency119
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-1778416472-XOC8U3L5M6gc5XkR0K7d"
session_id(null)
api_type"completions"
id"gen-1778416472-JimVBq5VmpyyS0l0Su7G"
upstream_id"id-1778416472590"
total_cost0.0007932
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"Isabella"
dialogue"Oddio... è stato terrificante. Non riesco a smettere di tremare."
detectedLang"it"
heavyLang"it"
scores
it0.7718539865513929
fr0.5747538048343778
en0.5685740236148955
ro0.5441458733205374
de0.5268924302788844
es0.5162932790224032
pt0.5067497403946002
yo0.48759439050701187
no0.4848156182212581
sl0.4831338411316649
da0.4521337946943483
sv0.4385342789598109
ca0.4358669833729216
nl0.43045563549160676
tl0.42284325637910086
sq0.3870967741935484
ms0.37582128777923784
hr0.3448275862068966
lt0.34027777777777785
eu0.33286516853932585
pl0.3233618233618234
hu0.3155619596541787
tr0.3035190615835778
fi0.3004418262150221
az0.29210134128166915
cs0.291044776119403
sk0.2846385542168675
et0.2803030303030303
vi0.2601246105919003
lv0.21875
is0.13636363636363635
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss? I'm Detective Hunter. Did you happen to see anything unusual near the orchard last night?"
detectedLang"en"
heavyLang"en"
scores
en0.792654028436019
tl0.6395468589083418
no0.5
fr0.45440374123148874
nl0.4470774091627172
da0.42196531791907516
sq0.4057724957555179
et0.38971229293809934
de0.36936936936936937
pt0.36247723132969034
ms0.34944237918215615
es0.33774834437086093
sl0.32367149758454106
yo0.31237721021611
it0.3110236220472441
sv0.3110236220472441
ro0.3076162215628091
cs0.2864424057084608
ca0.2545260915867945
hr0.2072480181200453
pl0.16167664670658682
sk0.15865384615384615
lv0.1484184914841849
lt0.12935323383084577
hu0.11838790931989925
fi0.0967741935483871
tr0.077733860342556
reliabletrue
passestrue
2
name"Isabella"
dialogue"Non capisco... per favore, non mi faccia paura. Non parlo inglese!"
detectedLang"it"
heavyLang"it"
scores
it0.8085758039816233
es0.6153846153846154
ca0.5481927710843374
fr0.5192307692307693
en0.5136186770428015
pt0.5110821382007823
ro0.4596541786743516
sl0.44196428571428575
yo0.43095599393019723
sk0.37913907284768217
hr0.37810945273631835
nl0.3686868686868687
sq0.3676222596964587
sv0.3644067796610169
no0.35233160621761656
lt0.32553956834532377
hu0.28842504743833014
tl0.2829827915869981
cs0.27884615384615385
pl0.27884615384615385
de0.27606177606177607
et0.27184466019417475
tr0.258893280632411
da0.24849699398797598
eu0.1883116883116883
az0.15730337078651685
ms0.14383561643835618
lv0.1359447004608295
reliabletrue
passestrue
3
name"Hunter"
dialogue"I’m sorry? I don't... I don't understand you. Do you speak any English?"
detectedLang"en"
heavyLang"en"
scores
en0.8055809698078683
tl0.5944656488549619
no0.5521601685985247
da0.5464247598719317
sv0.49763593380614657
cs0.48484848484848486
pl0.44948186528497414
hr0.4378306878306878
sk0.40807799442896936
ca0.38936781609195403
de0.38405797101449274
pt0.37591776798825255
sq0.371301775147929
ro0.35703479576399394
it0.3359375
nl0.2951907131011609
vi0.2904841402337229
yo0.2796610169491525
is0.24377224199288253
sl0.22018348623853207
ms0.1448692152917505
be0.1414141414141414
tr0.1414141414141414
hu0.1361788617886179
az0.1290983606557377
et0.1290983606557377
lt0.1290983606557377
lv0.1290983606557377
uk0.1290983606557377
reliabletrue
passestrue
4
name"Isabella"
dialogue"No! Non parlo inglese! Ho visto qualcosa... tra gli alberi. Era un incubo."
detectedLang"it"
heavyLang"it"
scores
it0.8003194888178914
es0.664204163868368
ca0.6309963099630996
pt0.5954692556634305
en0.49849548645937813
lv0.4617868675995694
fr0.4600431965442765
ro0.4553376906318083
no0.4110718492343934
sk0.4075829383886255
ms0.3368700265251989
yo0.3112947658402204
da0.2907801418439716
eu0.25925925925925924
cs0.25261584454409564
hr0.24698795180722888
hu0.2366412213740458
tl0.2331288343558282
lt0.23195084485407066
sl0.23195084485407066
de0.22720247295208654
tr0.22720247295208654
pl0.22118380062305293
et0.21875
vi0.21752738654147105
nl0.21507064364207218
fi0.14965986394557826
is0.12587412587412586
az0.12280701754385964
sq0.10554561717352416
sv0.10554561717352416
reliabletrue
passestrue
5
name"Hunter"
dialogue"Look, I can see you're shaken up, but I need you to slow down. Did you see a person? Someone who might be missing?"
detectedLang"en"
heavyLang"en"
scores
en0.8207171314741035
tl0.578125
no0.5219546742209632
da0.5003700962250185
et0.452998379254457
sv0.44942903752039154
yo0.4384359400998336
nl0.4360902255639098
ca0.4318181818181818
cs0.4279661016949152
fr0.39189189189189183
lt0.3907942238267148
hr0.3869209809264305
pl0.38636363636363635
is0.38580527752502275
pt0.3841240875912409
hu0.3738404452690167
it0.3679775280898876
sk0.3679775280898876
de0.3471953578336557
sq0.3440233236151603
az0.33102081268582756
lv0.3283582089552239
ro0.3168016194331984
es0.30626927029804724
tr0.30124223602484473
ms0.27884615384615385
sl0.23814898419864558
fi0.17279411764705882
vi0.1646039603960396
be0.09395973154362416
eu0.09395973154362416
uk0.08536585365853659
reliabletrue
passestrue
6
name"Isabella"
dialogue"Ho scattato una foto. C'è qualcosa nella mia macchina fotografica... un'ombra che non dovrebbe esistere."
detectedLang"it"
heavyLang"it"
scores
it0.8179469109701669
ca0.5171339563862928
ro0.47846567967698517
es0.45422535211267606
pt0.44164265129682995
de0.43347953216374274
no0.3854084060269627
en0.3795036028823059
nl0.3509212730318258
sk0.3498322147651006
sl0.334192439862543
da0.32195975503062113
et0.29927667269439423
sv0.2837338262476894
tr0.27973977695167285
cs0.2783985102420857
hr0.27637721755368816
sq0.27093132643461904
pl0.2688679245283019
lv0.2569511025886865
fr0.2504835589941973
ms0.23870333988212183
lt0.21638018200202225
fi0.21399594320486817
eu0.17728237791932058
tl0.17728237791932058
hu0.07957244655581948
az0.07074340527577938
reliabletrue
passestrue
7
name"Hunter"
dialogue"Dammit. I can't... I can't make heads or tails of this. Just stay here. Do not leave this cafe, do you hear me?"
detectedLang"en"
heavyLang"en"
scores
en0.8058252427184466
tl0.47229551451187335
sq0.45404913557779797
sv0.375
fr0.36908517350157727
no0.3548387096774194
cs0.34497816593886466
nl0.32356257046223225
yo0.31662870159453305
pl0.3095512082853855
et0.3023255813953488
hr0.30151338766006985
pt0.2890995260663507
ca0.26380368098159507
sl0.25742574257425743
sk0.2537313432835821
it0.24528301886792453
vi0.2248062015503876
de0.21052631578947367
is0.20212765957446807
tr0.19786096256684493
da0.1880920162381597
es0.1452991452991453
ro0.13043478260869565
ms0.12280701754385964
fi0.1111111111111111
be0.1044776119402985
hu0.10044977511244377
az0.09502262443438914
lt0.09502262443438914
lv0.09502262443438914
uk0.09502262443438914
reliabletrue
passestrue
8
name"Hunter"
dialogue"Detective Hunter. ... What? Where? I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8234255444379047
tl0.6026490066225165
fr0.5548961424332344
ca0.5297805642633229
ro0.5090016366612111
de0.4545454545454546
it0.44029850746268656
cs0.4371482176360225
pt0.4371482176360225
sq0.43396226415094336
es0.3723849372384937
pl0.3697478991596639
da0.3562231759656652
sk0.3492407809110629
no0.34497816593886466
hr0.34065934065934067
et0.33920704845814975
fi0.3333333333333333
nl0.3258426966292135
sv0.3135011441647597
sl0.29577464788732394
hi0.21875
yo0.2
ms0.16434540389972147
tr0.16434540389972147
reliabletrue
passestrue