Run: 2026-07-08-01KX1M2HMW0WZG5P2J400JQTHJ

Run Details

Model:
Grok 4.5 (Reasoning, Low)
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
28.4s
Cost:
$0.011514
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: "क्या...? मुझे समझ नहीं आ रहा। मैं अंग्रेज़ी नहीं बोलती।" Hunter: "Excuse me, miss. Detective Hunter. Investigating the disappearances around Alborn—did you see anything strange near the apple festival grounds last weekend?" Selvi: "मुझे कुछ अजीब दिखी... मेरा कैमरा... पहले ठीक था सब, अब सब गायब!" Hunter: "Whoa, easy. I... I don't speak Hindi at all. English? Any English words? About the missing people?" Selvi: "लोग चले गए जंगल में! मैंने फोटो लिए, देखो—धुंध और पैरों के निशान, फिर कुछ नहीं। मैं बहुत डरी हुई हूँ।" Hunter: "Camera photos? Woods? Yeah, that tracks with the cases. Can you show me what you shot? Please?" Selvi: "यहाँ देखो... सेब के बाग के पास, फिर सिर्फ खाली रास्ता। मेरी मदद करो, मुझे नहीं पता क्या करूँ!" Hunter: "I'm trying, kid. Look, I get you're shaken. Just point or something if—" Selvi: "पता नहीं क्यों ये हो रहा है... मैं सिर्फ फोटोग्राफी सीखना चाहती थी!" Hunter: "Hold that thought—sorry." Hunter: "Hunter. Yeah? Another one, north trail? Damn it—on my way." Hunter: "Miss, I gotta go. Station's two blocks east if you... ah, hell. Stay safe."
created_at"2026-07-08T19:42:59.235Z" 7/8/2026, 7:42:59 PM
model"x-ai/grok-4.5-20260708"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency696
moderation_latency(null)
generation_time27992
tokens_prompt315
tokens_completion938
native_tokens_prompt477
native_tokens_completion1856
native_tokens_completion_images(null)
native_tokens_reasoning1526
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"
usage0.011514
router(null)
provider_responses
0
endpoint_id"0e927811-b1a8-4604-8b86-db5ce6eaa87c"
id"8dcc4e0b-7959-9c80-b426-9f0c471831fc"
is_byokfalse
latency420
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-1783539779-jMkTIwWWLRfvksnmBEQm"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1783539779-Nj56RjvVGqdckuBIMMkO"
upstream_id"8dcc4e0b-7959-9c80-b426-9f0c471831fc"
total_cost0.011514
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"क्या...? मुझे समझ नहीं आ रहा। मैं अंग्रेज़ी नहीं बोलती।"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8832350049164208
mr0.8750986063633973
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. Detective Hunter. Investigating the disappearances around Alborn—did you see anything strange near the apple festival grounds last weekend?"
detectedLang"en"
heavyLang"en"
scores
en0.7786677908937605
tl0.6481233243967829
fr0.5989304812834225
nl0.5623176323468112
it0.48377581120943947
pt0.48326771653543305
no0.46781550937658384
da0.46564885496183206
es0.4482396216500263
ro0.4363929146537842
ms0.4302767227346717
sq0.42779291553133514
de0.4233937397034596
sv0.4195688225538972
ca0.4143892916899052
et0.38307873090481787
sl0.36936936936936937
hr0.3482309124767225
cs0.34375
sk0.2857142857142857
lt0.23301680058436813
az0.21933085501858735
lv0.2087415222305953
pl0.1712707182320442
is0.16334661354581675
fi0.15797914995990378
tr0.10102739726027396
yo0.09248055315471045
hu0.05998209489704566
reliabletrue
passestrue
2
name"Selvi"
dialogue"मुझे कुछ अजीब दिखी... मेरा कैमरा... पहले ठीक था सब, अब सब गायब!"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8778155546111347
mr0.8740967812568425
reliabletrue
passestrue
3
name"Hunter"
dialogue"Whoa, easy. I... I don't speak Hindi at all. English? Any English words? About the missing people?"
detectedLang"en"
heavyLang"en"
scores
en0.8101056803170409
tl0.6607669616519174
no0.5271381578947368
da0.5118845500848896
sv0.44228903976721634
ca0.4221105527638191
nl0.4126659856996936
sq0.39217758985200846
it0.38105489773950485
is0.35247747747747743
de0.3502824858757062
et0.3502824858757062
ms0.31137724550898205
fr0.2830423940149626
hr0.2684478371501272
yo0.25227568270481143
ro0.21981004070556312
az0.18207681365576103
pl0.1797432239657632
cs0.15441176470588236
fi0.11944869831546708
hi0.11944869831546708
sk0.11128284389489954
be0.10852713178294573
tr0.10852713178294573
hu0.1043613707165109
pt0.10156250000000001
lt0.0987460815047022
lv0.0987460815047022
uk0.0987460815047022
vi0.0987460815047022
reliabletrue
passestrue
4
name"Selvi"
dialogue"लोग चले गए जंगल में! मैंने फोटो लिए, देखो—धुंध और पैरों के निशान, फिर कुछ नहीं। मैं बहुत डरी हुई हूँ।"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8838896952104499
mr0.8723675813656668
reliabletrue
passestrue
5
name"Hunter"
dialogue"Camera photos? Woods? Yeah, that tracks with the cases. Can you show me what you shot? Please?"
detectedLang"en"
heavyLang"en"
scores
en0.8082287308228729
tl0.5958853783982366
fr0.5124113475177305
ca0.4791666666666667
it0.416135881104034
nl0.416135881104034
es0.39226519337016574
ro0.3785310734463277
pt0.3670886075949367
ms0.36194895591647336
sq0.2912371134020619
no0.25271739130434784
et0.23504867872044508
sv0.22535211267605632
lv0.21875
de0.20634920634920634
yo0.1628614916286149
sl0.13793103448275862
lt0.12698412698412698
cs0.12420382165605094
da0.12420382165605094
az0.12280701754385964
hi0.12280701754385964
tr0.12280701754385964
fi0.12
reliabletrue
passestrue
6
name"Selvi"
dialogue"यहाँ देखो... सेब के बाग के पास, फिर सिर्फ खाली रास्ता। मेरी मदद करो, मुझे नहीं पता क्या करूँ!"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8875697067817953
mr0.8817855116323057
reliabletrue
passestrue
7
name"Hunter"
dialogue"I'm trying, kid. Look, I get you're shaken. Just point or something if—"
detectedLang"en"
heavyLang"en"
scores
en0.8128447596532704
tl0.5755138516532619
sv0.47339246119733924
da0.3807040417209909
fr0.3725231175693527
no0.3384401114206128
pl0.31457431457431456
ca0.3115942028985507
et0.2578125
is0.2554858934169279
hr0.2263843648208469
sq0.22003284072249588
nl0.205685618729097
it0.19491525423728812
cs0.1810344827586207
ro0.1592920353982301
yo0.15480427046263345
es0.1410488245931284
ms0.1410488245931284
pt0.1410488245931284
sk0.1316270566727605
be0.12844036697247707
tr0.12844036697247707
hu0.12361623616236161
az0.1171003717472119
lt0.1171003717472119
lv0.1171003717472119
uk0.1171003717472119
vi0.1171003717472119
reliabletrue
passestrue
8
name"Selvi"
dialogue"पता नहीं क्यों ये हो रहा है... मैं सिर्फ फोटोग्राफी सीखना चाहती थी!"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8870481927710844
mr0.8824977618621307
reliabletrue
passestrue
9
name"Hunter"
dialogue"Hold that thought—sorry."
detectedLang"en"
heavyLang"en"
scores
en0.815043156596794
tl0.5714285714285714
da0.42748091603053434
it0.39999999999999997
pt0.39999999999999997
reliabletrue
passestrue
10
name"Hunter"
dialogue"Hunter. Yeah? Another one, north trail? Damn it—on my way."
detectedLang"en"
heavyLang"en"
scores
en0.7918978912319645
tl0.6693121693121694
fr0.42748091603053434
pl0.41222570532915365
es0.3315508021390375
de0.3231046931407942
hr0.3181818181818182
cs0.30037313432835816
sk0.30037313432835816
da0.29906542056074764
ca0.2964352720450282
et0.29111531190926276
nl0.29111531190926276
no0.29111531190926276
yo0.2870722433460076
fi0.2857142857142857
ro0.2857142857142857
pt0.28435114503816794
sq0.27884615384615385
az0.21875
lv0.18655097613882862
hi0.1830065359477124
sv0.15730337078651685
it0.14383561643835618
ms0.1359447004608295
sl0.1359447004608295
tr0.1359447004608295
reliabletrue
passestrue
11
name"Hunter"
dialogue"Miss, I gotta go. Station's two blocks east if you... ah, hell. Stay safe."
detectedLang"en"
heavyLang"en"
scores
en0.7752247752247753
tl0.6221662468513854
it0.5570866141732284
sv0.5531281032770605
ro0.4230769230769231
da0.4015957446808511
pl0.39759036144578314
cs0.35344827586206895
de0.34210526315789475
yo0.3353028064992614
no0.3333333333333333
ca0.31297709923664124
hr0.3098159509202454
sq0.3087557603686636
fi0.28457869634340227
hu0.27999999999999997
fr0.2682926829268293
lt0.23469387755102045
nl0.23339011925042585
sk0.225473321858864
tr0.2227979274611399
az0.21875
lv0.21875
et0.21328671328671328
pt0.1412213740458015
be0.1346153846153846
es0.12959381044487428
is0.12280701754385964
sl0.12280701754385964
uk0.12280701754385964
vi0.12280701754385964
ms0.11591355599214145
reliabletrue
passestrue