Run: 2026-07-08-01KX1MPDDW5YYKZSEAGWY97F1E

Run Details

Model:
Grok 4.5 (Reasoning, Low)
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
1m 9s
Cost:
$0.003564
Provider:
xAI

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="Selvi"> Selvi is a 30-year old college student on a study abroad program. Born in India, she is fluent in Hindi 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 Hindi, 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: Selvi 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 Hindi, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Selvi and Hunter as a voice sheet: Selvi: "..." Hunter: "..."

Model response

AI
Selvi: "मैंने कुछ अजीब देखा... लोग गायब हो रहे हैं। बहुत डरावना है।" Hunter: "Excuse me, miss? I'm Detective Hunter. You with the camera—did you happen to see anything unusual near the apple festival grounds yesterday? Any strangers or... disappearances?" Selvi: "मुझे नहीं पता क्या हो रहा है। शहर में सब परेशान हैं। मैं सिर्फ तस्वीरें ले रही थी और..." Hunter: "Uh... sorry, I don't—Hindi? Is that Hindi? Look, I just need a witness statement. Can you tell me what you photographed?" Selvi: "मेरा कैमरा... मैंने छाया देखी। कोई चिल्लाया। फिर सन्नाटा। कृपया मदद कीजिए।" Hunter: "Whoa, slow down. I'm not following a single word. Ma'am, do you speak any English at all? The mysterious vanishings—people just gone." Selvi: "मैं अंग्रेजी नहीं जानती। भारत से आई हूं। यहां सब कुछ गलत लग रहा है। बहुत डरी हुई हूं।" Hunter: "This isn't working. Maybe a translator later... Damn. (phone rings) Hunter. Yeah. On my way. Sorry, miss—I have to go."
created_at"2026-07-08T19:53:50.274Z" 7/8/2026, 7:53:50 PM
model"x-ai/grok-4.5-20260708"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency48391
moderation_latency(null)
generation_time58208
tokens_prompt315
tokens_completion473
native_tokens_prompt477
native_tokens_completion531
native_tokens_completion_images(null)
native_tokens_reasoning258
native_tokens_cached384
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"completed"
service_tier"default"
usage0.003564
router(null)
provider_responses
0
endpoint_id"0e927811-b1a8-4604-8b86-db5ce6eaa87c"
is_byokfalse
latency110
model_permaslug"x-ai/grok-4.5-20260708"
provider_name"xAI"
status(null)
1
endpoint_id"78a73286-52c4-4d1d-9d13-c1870c25b143"
id"f830f947-2969-983c-a56e-f6f629d12597"
is_byokfalse
latency156
model_permaslug"x-ai/grok-4.5-20260708"
provider_name"xAI"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer(null)
request_id"req-1783540430-MHXHhSR6f250letQj39E"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1783540430-axBtsyAC8fLfrYpf9J60"
upstream_id"f830f947-2969-983c-a56e-f6f629d12597"
total_cost0.003564
cache_discount0.000576
upstream_inference_cost0
provider_name"xAI"
response_cache_source_id(null)
data_region"global"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Selvi"
dialogue"मैंने कुछ अजीब देखा... लोग गायब हो रहे हैं। बहुत डरावना है।"
detectedLang"hi"
heavyLang"hi"
scores
hi0.882051282051282
mr0.8786663853133573
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss? I'm Detective Hunter. You with the camera—did you happen to see anything unusual near the apple festival grounds yesterday? Any strangers or... disappearances?"
detectedLang"en"
heavyLang"en"
scores
en0.7801987767584098
tl0.5903099394371215
fr0.5786002198607548
nl0.5224252491694352
no0.45907808090310437
it0.4457831325301205
ca0.4398441305406722
es0.4334975369458128
ms0.4295634920634921
da0.424712356178089
sv0.41446028513238287
de0.4081317550180134
pt0.39790575916230364
sq0.3670886075949367
ro0.3653421633554084
sl0.34659090909090906
cs0.3239271017048795
et0.3239271017048795
hr0.2914356130622304
sk0.2271505376344086
lv0.222447599729547
lt0.20525224602626124
pl0.1935483870967742
yo0.17503586800573886
az0.1333835719668425
hu0.12280701754385964
fi0.10714285714285714
tr0.09305993690851734
is0.055053410024650785
reliabletrue
passestrue
2
name"Selvi"
dialogue"मुझे नहीं पता क्या हो रहा है। शहर में सब परेशान हैं। मैं सिर्फ तस्वीरें ले रही थी और..."
detectedLang"hi"
heavyLang"hi"
scores
hi0.8853392377036217
mr0.8795681063122923
reliabletrue
passestrue
3
name"Hunter"
dialogue"Uh... sorry, I don't—Hindi? Is that Hindi? Look, I just need a witness statement. Can you tell me what you photographed?"
detectedLang"en"
heavyLang"en"
scores
en0.7855392156862745
tl0.6162280701754387
fr0.5292535305985204
it0.49820788530465954
sq0.4795539033457249
et0.467680608365019
ca0.43820224719101125
no0.42763695829926407
cs0.42434210526315785
sv0.42196531791907516
da0.41569282136894825
nl0.39810834049871024
yo0.39236111111111116
hu0.38596491228070173
pt0.36247723132969034
ro0.3566176470588235
hr0.35004642525533886
pl0.34024505183788883
az0.32432432432432434
is0.31906614785992216
sk0.31640625
es0.3027888446215139
de0.29221435793731043
tr0.28789420142421157
lv0.2790937178166838
sl0.25611052072263546
lt0.2391304347826087
ms0.2273730684326711
hi0.18128654970760233
fi0.16467780429594273
vi0.15966386554621848
be0.09090909090909091
eu0.09090909090909091
uk0.08256880733944955
reliabletrue
passestrue
4
name"Selvi"
dialogue"मेरा कैमरा... मैंने छाया देखी। कोई चिल्लाया। फिर सन्नाटा। कृपया मदद कीजिए।"
detectedLang"hi"
heavyLang"hi"
scores
hi0.885045981607357
mr0.8773725741096182
reliabletrue
passestrue
5
name"Hunter"
dialogue"Whoa, slow down. I'm not following a single word. Ma'am, do you speak any English at all? The mysterious vanishings—people just gone."
detectedLang"en"
heavyLang"en"
scores
en0.7961141760614057
tl0.6031746031746031
no0.4469746258945999
sv0.41013185287994447
da0.38494934876989867
ca0.36424831712789824
de0.3446414803392444
nl0.34210526315789475
it0.3216280925778133
cs0.3210862619808307
sq0.3189102564102564
sk0.31451612903225806
hr0.2992580379225062
ro0.2975206611570248
pt0.2946058091286307
ms0.29401993355481726
et0.27101200686106347
yo0.26343154246100525
fr0.24309884238646481
sl0.24039320822162644
pl0.22586520947176683
hu0.22303473491773307
tr0.20112781954887218
es0.18660287081339713
vi0.17555771096023276
is0.16090819348469892
lt0.1457286432160804
eu0.1431451612903226
lv0.1317671092951992
fi0.1290983606557377
az0.07608695652173912
reliabletrue
passestrue
6
name"Selvi"
dialogue"मैं अंग्रेजी नहीं जानती। भारत से आई हूं। यहां सब कुछ गलत लग रहा है। बहुत डरी हुई हूं।"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8800523407967432
mr0.8718546132339235
reliabletrue
passestrue
7
name"Hunter"
dialogue"This isn't working. Maybe a translator later... Damn. Hunter. Yeah. On my way. Sorry, miss—I have to go."
detectedLang"en"
heavyLang"en"
scores
en0.7969924812030075
tl0.6517027863777091
pl0.5611183355006502
da0.5302713987473904
no0.5101596516690856
cs0.4655581947743468
pt0.46471054718477395
hr0.4617224880382775
nl0.45956765412329864
sk0.45255474452554745
sv0.44807849550286183
de0.4375
fr0.4351464435146444
ca0.4289340101522843
yo0.4230769230769231
it0.4084136722173532
ro0.39946619217081847
sq0.37902483900643974
et0.37209302325581395
sl0.36619718309859156
lv0.3229689067201605
lt0.31886982845610495
tr0.2849576271186441
ms0.26390403489640135
hu0.24832962138084633
vi0.24665178571428573
fi0.2398648648648649
es0.23642533936651583
is0.23642533936651583
az0.2214532871972318
hi0.19161676646706588
eu0.1687192118226601
be0.09395973154362416
uk0.08536585365853659
reliabletrue
passestrue