NC Bench
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Model
Z.AI GLM 5
Test
Dialogue tags
Scenario
Write 500 words with 50% dialogue
Run ID
2026-02-11-01KH7GXQVA1TFVS4WC3YGBDQWP
Model input
User/Human
You are a author of comedic heist books. Please write a 500 word scene that has 50% words of dialogue between two thieves named Molly and Bill who are planning to break into a children's party to steal all the presents. Only include the prose of the scene without any markdown or commentary.
Model response
Messages
Meta
AI
Molly adjusted the focal length on her military-grade binoculars, the rubberized rim digging a permanent groove into her brow bone. Below them, situated at the end of a pristine cul-de-sac, the suburban fortress was a minefield of oversized inflatable balloons and screaming, sugar-fueled toddlers. It was a Tuesday, which meant the parents were likely too exhausted by the grind of the work week to mount a competent defense against professional adversaries. "I count twelve targets on the lawn," Molly whispered, her voice tight with professional focus. "Ages four to six. High energy, erratic movement patterns, and zero regard for personal space." Bill shifted in the passenger seat, the vinyl squeaking under his tactical weight. He was currently wearing a ghillie suit improvised from old Christmas tinsel, which was currently itching his neck and shedding glitter onto the gear shift. "Do we have a visual on the payload?" Bill asked, scratching his chin vigorously. "I need to know if this is a Legos and socks situation, or if we're looking at high-value electronics." "I see wrapping paper with the Apple logo, Bill," Molly replied, lowering the binoculars to glare at him. "We are talking iPads, maybe a few Nintendo Switches. The mother just walked out with a cake shaped like a castle. That screams disposable income." "I don't know, Molly," Bill said, peering through the windshield with a frown. "Stealing from a bank is one thing. Those deposit boxes are insured. These kids are going to remember this forever. It’s character building trauma." "It’s a victimless crime, Bill. These kids have so many toys they probably forgot what they opened ten minutes ago. We’re just streamlining their playroom." Bill squinted at the patio where the parents were congregating. The father was indeed wobbling, holding a spatula like a deputy’s baton. "Fine. What’s the entry point? I don't want to crawl through the petting zoo again. The goats are hostile." "We go through the bouncy castle," Molly commanded, pointing a gloved finger toward the massive inflatable fortress anchored near the fence line. "It creates a perfect blind spot. We scale the fence, bounce over the perimeter, and slip in through the sliding glass door." "We have to bounce? My knees aren't what they used to be. And what if there are kids inside? I can't be fighting a five-year-old for airtime, Molly. They play dirty." "There are no kids inside. They're all watching the magician. You have exactly four minutes while he pulls a rabbit out of a hat. Get in, grab the gifts, get out." Bill sighed, checking his equipment one last time. He looked at his lockpicks, his flashlight, and the large, conspicuous Santa sack he had brought along for the haul. "Okay. But if I see a pony, I'm out. I have a phobia." "It’s a magical day, Bill. The pony is the least of your worries. Now, put on your disguise." Molly handed him a pair of oversized, novelty sunglasses with a fake nose and mustache attached. "I hate this life," Bill muttered, sliding the glasses onto his face. "You love it. Now move. The cake is being cut."
created_at
"2026-02-11T23:37:36.384998+00:00"
Wednesday, February 11th, 2026 at 11:37:36 PM GMT+00:00
model
"z-ai/glm-5-20260211"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
479
moderation_latency
(null)
generation_time
155141
tokens_prompt
77
tokens_completion
4024
native_tokens_prompt
66
native_tokens_completion
3644
native_tokens_completion_images
(null)
native_tokens_reasoning
3215
native_tokens_cached
0
num_media_prompt
(null)
num_input_audio_prompt
(null)
num_media_completion
0
num_search_results
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"stop"
usage
0.0117268
router
(null)
provider_responses
0
id
"9f56662cc56b03b5bda5ce5b7d901697"
status
200
is_byok
false
latency
479
endpoint_id
"898a8e6d-04a4-48c0-8457-36690a68782b"
provider_name
"Novita"
model_permaslug
"z-ai/glm-5-20260211"
api_type
"completions"
id
"gen-1770852900-BxVyLdhLvT6HATfhrOpJ"
upstream_id
"9f56662cc56b03b5bda5ce5b7d901697"
total_cost
0.0117268
cache_discount
(null)
upstream_inference_cost
0
provider_name
"Novita"
Evaluation details
Result
Evaluator
Details
Meta Data
0.2141%
Matches word count
n/a
neededClean
false
words
528
22.1278%
Dialogue to Total Word Ratio
Ratio: 55.49%, Deviation: 5.49%
neededClean
false
wordsTotal
528
wordsDialogue
293
11.1709%