Run: 2026-02-20-01KHY7K0MB18GH1FJ561B19FXN

Run Details

Model:
Grok 4
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
31.8s
Cost:
$0.015023
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 हुआ? मैंने कुछ देखा... वो आदमी, वो गायब हो गया। कैमरे में सब है, लेकिन डर लग रहा है।" (What happened? I saw something... that man, he disappeared. It's all in the camera, but I'm scared.) Hunter: "Excuse me, ma'am? You're the photographer who's been around town, right? I'm Detective Hunter. I wanted to ask if you've seen anything unusual related to the recent disappearance at the apple orchard last night. Any photos or details?" Selvi: "नहीं समझ रही हूँ... पुलिस? मदद चाहिए? मैंने फोटो ली थी, वो डरावना था। कृपया, कोई अनुवादक?" (I don't understand... Police? Need help? I took photos, it was scary. Please, a translator?) Hunter: "Uh, I'm sorry, I don't follow. Are you speaking... Hindi? Look, if you witnessed something, maybe point to your camera? Was there a man involved? Anything suspicious?" Selvi: "हाँ, आदमी! वो चिल्लाया और फिर... गायब। मेरी तस्वीरें देखो! मैं डरी हुई हूँ, क्या करूँ?" (Yes, a man! He shouted and then... disappeared. Look at my pictures! I'm scared, what should I do?) Hunter: "Okay, slow down. I see you're upset. Let me try to get a translator on the line. Just stay calm—did you see anyone else there? A vehicle, maybe?" Selvi: "ट्रांसलेटर? ठीक है... कोई गाड़ी नहीं, बस अंधेरा और आवाज़। मैं अकेली थी।" (Translator? Okay... No vehicle, just darkness and sounds. I was alone.) Hunter: "This is frustrating. Alright, hang on—" *(Hunter's phone rings.)* Hunter: "Detective Hunter here. What? Another lead? I'm on my way. Sorry, ma'am, I have to go. Stay here, I'll send someone who can help translate."
created_at"2026-02-20T19:14:24.021Z" 2/20/2026, 7:14:24 PM
model"x-ai/grok-4-07-09" 4/7/2009, 12:00:00 AM
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency14665
moderation_latency(null)
generation_time31741
tokens_prompt315
tokens_completion588
native_tokens_prompt947
native_tokens_completion914
native_tokens_completion_images0
native_tokens_reasoning472
native_tokens_cached679
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"completed"
usage0.01502325
router(null)
provider_responses
0
endpoint_id"d40bef9d-6936-4c57-9749-bf7399de4a77"
id"544db361-d2e0-f68f-40b9-aae8f2e23020"
is_byokfalse
latency474
model_permaslug"x-ai/grok-4-07-09" 4/7/2009, 12:00:00 AM
provider_name"xAI"
status200
api_type"completions"
id"gen-1771614864-tIj0t7YDrOiqSdC1QLA3"
upstream_id"544db361-d2e0-f68f-40b9-aae8f2e23020"
total_cost0.01502325
cache_discount0.00152775
upstream_inference_cost0
provider_name"xAI"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Selvi"
dialogue"क्या हुआ? मैंने कुछ देखा... वो आदमी, वो गायब हो गया। कैमरे में सब है, लेकिन डर लग रहा है।"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8806191338712334
mr0.8729852838121934
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, ma'am? You're the photographer who's been around town, right? I'm Detective Hunter. I wanted to ask if you've seen anything unusual related to the recent disappearance at the apple orchard last night. Any photos or details?"
detectedLang"en"
heavyLang"en"
scores
en0.7832157554379776
tl0.558515414546543
fr0.5327842888818499
nl0.4361620795107033
no0.42270058708414876
da0.4054816606207175
ca0.36722436722436724
es0.36668097896092744
sv0.3558951965065502
de0.3527863097849934
it0.3507922535211268
sq0.34907325684024715
pt0.34444444444444444
ro0.31267474370922643
cs0.2818889970788705
hr0.27660617949975475
ms0.2432016418676244
sk0.24242424242424243
yo0.23929860752965446
sl0.2381198347107438
et0.22081352350765981
pl0.21038543897216275
lt0.2009750812567714
lv0.14789139225880993
tr0.11411411411411411
hi0.10876132930513595
fi0.04838709677419355
be0.045307443365695796
hu0.043450064850843066
az0.04096228868660599
is0.04096228868660599
uk0.04096228868660599
vi0.04096228868660599
reliabletrue
passestrue
2
name"Selvi"
dialogue"नहीं समझ रही हूँ... पुलिस? मदद चाहिए? मैंने फोटो ली थी, वो डरावना था। कृपया, कोई अनुवादक?"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8810856183547846
mr0.8720457624567214
reliabletrue
passestrue
3
name"Hunter"
dialogue"Uh, I'm sorry, I don't follow. Are you speaking... Hindi? Look, if you witnessed something, maybe point to your camera? Was there a man involved? Anything suspicious?"
detectedLang"en"
heavyLang"en"
scores
en0.7953801382320844
tl0.6317512274959083
it0.42455242966751916
ro0.38288535381239713
no0.3686868686868687
de0.3597040409789414
fr0.3541905855338691
da0.3466898954703833
sv0.34056271981242675
pt0.33706540954625813
es0.3218806509945751
nl0.29993777224642193
sq0.2951127819548872
pl0.28932406822488943
ms0.2857142857142857
ca0.2848061029879212
cs0.28389560789306173
lt0.27652733118971057
yo0.27652733118971057
hr0.2459785522788204
lv0.24395161290322584
sk0.2289239204934887
hu0.21657381615598886
is0.21438547486033518
et0.16356877323420074
sl0.15793413173652696
fi0.11764705882352942
tr0.11556603773584906
az0.10572337042925278
vi0.10572337042925278
hi0.06483790523690773
be0.058577405857740586
eu0.058577405857740586
uk0.05303030303030303
reliabletrue
passestrue
4
name"Selvi"
dialogue"हाँ, आदमी! वो चिल्लाया और फिर... गायब। मेरी तस्वीरें देखो! मैं डरी हुई हूँ, क्या करूँ?"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8827349810571893
mr0.8790247533966127
reliabletrue
passestrue
5
name"Hunter"
dialogue"Okay, slow down. I see you're upset. Let me try to get a translator on the line. Just stay calm—did you see anyone else there? A vehicle, maybe?"
detectedLang"en"
heavyLang"en"
scores
en0.7968423496633388
tl0.5163073521282477
cs0.46808510638297873
et0.46711327649208284
ca0.44899244332493704
sq0.42885117493472585
no0.4201457919151756
da0.40435670524166095
pl0.4015047879616963
hr0.39821182943603856
fr0.39151599443671764
yo0.375
sl0.3745532523230879
sv0.3640988372093023
sk0.3504083147735709
nl0.3484735666418466
ro0.3484735666418466
fi0.3099369085173501
it0.3044515103338633
de0.3022328548644338
pt0.2966237942122186
ms0.2827868852459016
lv0.2690058479532163
lt0.2653232577665827
es0.2622259696458685
is0.21383647798742136
hu0.20309653916211293
vi0.20164233576642335
tr0.1935483870967742
az0.17994376757263356
eu0.13537549407114624
hi0.08759124087591241
be0.07407407407407407
uk0.06716417910447761
reliabletrue
passestrue
6
name"Selvi"
dialogue"ट्रांसलेटर? ठीक है... कोई गाड़ी नहीं, बस अंधेरा और आवाज़। मैं अकेली थी।"
detectedLang"hi"
heavyLang"hi"
scores
hi0.881576721366943
mr0.8759305210918115
reliabletrue
passestrue
7
name"Hunter"
dialogue"This is frustrating. Alright, hang on—"
detectedLang"en"
heavyLang"en"
scores
en0.7783687943262412
tl0.6980676328502415
nl0.5644599303135889
yo0.5183044315992292
fr0.4959677419354839
is0.4747899159663866
no0.4692144373673036
hr0.4658119658119659
de0.4600431965442765
ca0.39320388349514557
et0.3811881188118812
hu0.3811881188118812
fi0.375
pl0.37027707808564225
lt0.3670886075949367
ro0.36224489795918363
pt0.3573264781491003
sv0.3573264781491003
cs0.3556701030927836
sk0.3556701030927836
it0.34895833333333337
da0.34725848563968675
ms0.2668621700879765
hi0.251497005988024
es0.22360248447204967
eu0.20127795527156547
lv0.20127795527156547
sq0.20127795527156547
az0.19093851132686085
sl0.19093851132686085
reliabletrue
passestrue
8
name"Hunter"
dialogue"Detective Hunter here. What? Another lead? I'm on my way. Sorry, ma'am, I have to go. Stay here, I'll send someone who can help translate."
detectedLang"en"
heavyLang"en"
scores
en0.8032435010732173
tl0.5784363822176801
da0.4579500657030223
ca0.43220922229869235
pl0.4270833333333333
it0.41654879773691655
ro0.40775305096913134
no0.39999999999999997
hr0.3991260014566642
cs0.3902439024390244
pt0.37310030395136784
sq0.35697583787996884
fr0.35496481626270526
es0.3441971383147853
sk0.3415802075019952
yo0.3130724396336387
sv0.2881794650560828
sl0.27055702917771884
et0.2506811989100818
tr0.24588665447897623
lv0.233983286908078
de0.22462406015037595
lt0.22096317280453256
nl0.20135527589545013
az0.1943359375
vi0.15471311475409835
fi0.15384615384615385
ms0.12513255567338283
hi0.0924092409240924
be0.0782122905027933
eu0.07511210762331838
hu0.07511210762331838
is0.07094594594594594
uk0.07094594594594594
reliabletrue
passestrue