Run: 2026-07-08-01KX1MMFKG463215E36TNNQ34Y

Run Details

Model:
Grok 4.5 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
1m 46s
Cost:
$0.038772
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
Hunter: "Excuse me, miss. I'm Detective Hunter. I'm looking into the mysterious disappearances knocking around Alborn lately. Seen anything out of the ordinary? Your camera might have the answers." Selvi: "मुझे बहुत डर लग रहा है। हाल ही में शहर में कुछ अजीब घटनाएँ हुई हैं। मैंने अपनी आँखों से देखा!" Hunter: "Sorry, not a clue what that means. I don't speak Hindi. Can you try English?" Selvi: "मेरे कैमरे में सबूत हो सकते हैं। कृपया मेरी तस्वीरें देखें। लोग कैसे गायब हो जाते हैं यह देखकर मैं हिल गई हूँ!" Hunter: "Camera... yes. Evidence maybe? I'm a no-nonsense guy but this barrier is a brick wall. Tell me about any strange sights near the town festival areas." Selvi: "मैं अंग्रेजी नहीं जानती। मैं केवल हिंदी बोल सकती हूँ। एक व्यक्ति सड़क पर था और फिर वह गायब हो गया जैसे धुंध में!" Hunter: "Alright, you're shaken up about something vanishing. Wait - damn, phone call. Hunter here. Understood, heading over immediately. Miss, I have to leave. Stay safe."
created_at"2026-07-08T19:52:46.966Z" 7/8/2026, 7:52:46 PM
model"x-ai/grok-4.5-20260708"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency713
moderation_latency(null)
generation_time106178
tokens_prompt315
tokens_completion2153
native_tokens_prompt477
native_tokens_completion6399
native_tokens_completion_images(null)
native_tokens_reasoning6137
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"
usage0.038772
router(null)
provider_responses
0
endpoint_id"0e927811-b1a8-4604-8b86-db5ce6eaa87c"
id"e294bc9b-66ba-978e-9508-38f1a0b329f2"
is_byokfalse
latency185
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-1783540366-6xptqXYucMdY0ulqFDH0"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1783540366-YcSDYq0n1TulmwP2fxdS"
upstream_id"e294bc9b-66ba-978e-9508-38f1a0b329f2"
total_cost0.038772
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"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter. I'm looking into the mysterious disappearances knocking around Alborn lately. Seen anything out of the ordinary? Your camera might have the answers."
detectedLang"en"
heavyLang"en"
scores
en0.78809738503156
tl0.5871398453970484
fr0.47048219918882384
nl0.4517032197853476
it0.3992842535787321
ro0.36691810344827586
no0.36002178649237476
de0.3454038997214485
pt0.3424734191382205
ms0.34025828186412127
es0.33728144388042863
ca0.32432432432432434
sq0.3136682242990654
da0.31004110393423373
sv0.2976688583383144
sl0.23102094240837695
yo0.2001361470388019
is0.16191155492154066
fi0.15528396836808053
hr0.14916727009413466
cs0.14420975965040056
et0.11852963240810202
eu0.11454408440090429
sk0.10442073170731707
lv0.10168195718654435
lt0.0996168582375479
tr0.09126063418406806
hu0.06967537608867774
hi0.060751398880895285
pl0.060751398880895285
reliabletrue
passestrue
1
name"Selvi"
dialogue"मुझे बहुत डर लग रहा है। हाल ही में शहर में कुछ अजीब घटनाएँ हुई हैं। मैंने अपनी आँखों से देखा!"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8794212218649518
mr0.8731939747924993
reliabletrue
passestrue
2
name"Hunter"
dialogue"Sorry, not a clue what that means. I don't speak Hindi. Can you try English?"
detectedLang"en"
heavyLang"en"
scores
en0.8
tl0.6599740932642488
it0.4570837642192347
ca0.4006849315068493
hr0.38089622641509435
cs0.375
tr0.3651753325272068
ro0.3644067796610169
no0.3613138686131387
sq0.3581907090464548
da0.3502475247524753
sv0.34210526315789475
pt0.3137254901960784
is0.3101182654402102
pl0.3055555555555556
hu0.2981283422459893
et0.2953020134228188
az0.2857142857142857
yo0.2818057455540356
sk0.2778541953232462
nl0.2446043165467626
lt0.2164179104477612
de0.20933734939759033
ms0.20454545454545453
lv0.20212765957446807
vi0.20212765957446807
es0.2009132420091324
fr0.1822429906542056
sl0.14634146341463414
hi0.12935323383084577
be0.11764705882352942
eu0.11764705882352942
fi0.10714285714285714
uk0.10714285714285714
reliabletrue
passestrue
3
name"Selvi"
dialogue"मेरे कैमरे में सबूत हो सकते हैं। कृपया मेरी तस्वीरें देखें। लोग कैसे गायब हो जाते हैं यह देखकर मैं हिल गई हूँ!"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8826481061832309
mr0.8770352781546812
reliabletrue
passestrue
4
name"Hunter"
dialogue"Camera... yes. Evidence maybe? I'm a no-nonsense guy but this barrier is a brick wall. Tell me about any strange sights near the town festival areas."
detectedLang"en"
heavyLang"en"
scores
en0.7904881625811858
fr0.5640802092414996
tl0.5495495495495496
no0.529854254818994
es0.5162070633768747
nl0.5112414467253177
pt0.5093228655544652
it0.5061728395061729
ca0.494949494949495
da0.40968122786304606
sv0.36061381074168797
ro0.3597951344430218
cs0.3581514762516046
sq0.3564993564993565
de0.3519118600129617
ms0.350227420402859
sl0.34554973821989526
hr0.3346640053226879
sk0.3328885923949299
yo0.32614555256064687
lv0.3229519295870007
hu0.2737835875090778
et0.2531740104555638
pl0.242997728993187
tr0.2254066615027111
fi0.21813917122752147
lt0.21568627450980393
az0.19807538091419405
is0.18962722852512154
eu0.1452991452991453
vi0.06542056074766354
reliabletrue
passestrue
5
name"Selvi"
dialogue"मैं अंग्रेजी नहीं जानती। मैं केवल हिंदी बोल सकती हूँ। एक व्यक्ति सड़क पर था और फिर वह गायब हो गया जैसे धुंध में!"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8827183973627488
mr0.872466565559079
reliabletrue
passestrue
6
name"Hunter"
dialogue"Alright, you're shaken up about something vanishing. Wait - damn, phone call. Hunter here. Understood, heading over immediately. Miss, I have to leave. Stay safe."
detectedLang"en"
heavyLang"en"
scores
en0.8043052837573386
da0.5081160846040335
tl0.49186991869918695
no0.4805194805194805
nl0.427262313860252
sk0.3408042188529994
sv0.3359893758300133
de0.30699930699930694
cs0.29278642149929274
ca0.258160237388724
hr0.25595238095238093
it0.2531740104555638
pl0.2531740104555638
ms0.24528301886792453
fr0.23371647509578544
yo0.2295839753466872
sq0.22660479505027067
sl0.20255183413078148
ro0.1883116883116883
vi0.1638795986622074
lv0.15611814345991562
lt0.143101970865467
es0.14089347079037798
et0.1273996509598604
pt0.12357581069237511
is0.11894273127753303
tr0.11426040744021257
fi0.07235621521335807
be0.06542056074766354
hu0.06279287722586692
az0.059266227657572904
uk0.059266227657572904
reliabletrue
passestrue