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Run: 2026-09-02-01M1GSW6KJX7CTYVE7498GNTCF
Run Details
Model:
Z.AI GLM 5.3 Flash (Reasoning, Max)
Test:
Dialogue tags
Scenario:
Write 500 words with 30% dialogue
Duration:
4m 25s
Cost:
$0.002809
Provider:
Z.AI
Evaluation summary
Score
Evaluator
Details Link
99.38%
Matches word count
(details)
26.17%
Dialogue to Total Word Ratio
(details)
62.7740%
Overall
Model input
User/Human
You are a author of comedic heist books. Please write a 500 word scene that has 30% 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
The surveillance van smelled like burnt coffee and Bill's third protein bar. Across the street, the Hendersons' backyard bloomed with preparation: thirty helium balloons, a banner reading HAPPY BIRTHDAY TIMMY, and a bouncy castle the size of a small nation. Molly studied it all through binoculars with the calm of a surgeon and the morals of a raccoon. Between them, she and Bill had forty years of experience, two unfinished yacht schemes, and zero convictions, mostly out of professional pride. This job would be their masterpiece. She'd been casing the party for a week. She knew the gift table would sit on the patio, southeast corner, six feet from the fence. She knew the piñata was scheduled for three o'clock, which would pull every eye in the yard toward a dangling paper donkey. She knew the mother counted presents twice, because she'd watched her do it at a christening last spring, quick fingers, suspicious eyes, a woman after Molly's own heart. "Tell me the plan back," she said. "Two o'clock," Bill recited. "Balloon arch, gate, duffel bags, gone before the piñata." "Security?" "One golden retriever. His name's Biscuit and he once ate an entire meatloaf, so watch your lunch." Molly made a note anyway. Professionals respected all threats. Her favorite piece was the bouncy castle, which no adult in recorded history had ever watched. She'd tested the theory at three parties. The theory held. "And the clown?" Bill hesitated, glancing toward the backyard, where a man in a rainbow wig was testing a bicycle horn. "Freelance," Molly said. "Works for tips. I've got twenty dollars and a Smoothie King coupon." Bill looked at her with something close to religious awe. Then he reached for a fifth granola bar and stopped, which was how she knew. Twelve years of partnership had taught her every tell he had: the pause, the shoulder hunch, the guilty chewing. "Bill. How do you know the cake is chocolate fudge with the little race cars on it?" He withered into his jacket. "Timmy's my nephew," he said. "My sister married a Henderson. Christmas-card distant." Molly closed her eyes and counted to four, which was her maximum daily allowance. "You brought me to rob your own nephew." "His grandparents went nuts, Mol. Sixty presents. There's a Power Wheels in the garage." Something across the street caught her eye: a kid's bike with glitter on the handlebars, training wheels in the grass. She looked at it for a long moment. "Fine," Molly said. "You put one present back. Signed, Love, Uncle Bill." "So I get to go to the party?" "You're holding the door." "That's basically family," Bill said, already misty. "It's basically an accomplice. Cry during the happy birthday song and I'm leaving you there." "That happened one time." "The christening doesn't count if there was also a communion." Bill nodded, solemn as a soldier. In the backyard, the clown honked his horn twice, testing the wind, and somewhere under a tarp a Power Wheels waited for a better class of criminal.
created_at
"2026-09-02T10:15:46.556Z"
9/2/2026, 10:15:46 AM
model
"z-ai/glm-5.3-flash-20260826"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
1115
moderation_latency
(null)
generation_time
265157
tokens_prompt
75
tokens_completion
10454
native_tokens_prompt
73
native_tokens_completion
11231
native_tokens_completion_images
(null)
native_tokens_reasoning
10552
native_tokens_cached
64
num_media_prompt
(null)
num_input_audio_prompt
(null)
num_media_completion
0
num_search_results
(null)
num_fetches
(null)
web_search_engine
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"stop"
service_tier
(null)
usage
0.002809385
router
(null)
user_agent
"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer
(null)
request_id
"req-1788344146-VlCuXGsBf47UqgnUm4v7"
session_id
(null)
preset_id
(null)
api_type
"completions"
id
"gen-1788344146-8TbggKa3IpUqeoNk9hCU"
upstream_id
"202609021815465c7da93eed4846b1"
provider_responses
0
endpoint_id
"8e9fe48b-2f91-41c3-a8a7-e4a93a8c4ff0"
id
"202609021815465c7da93eed4846b1"
is_byok
false
latency
1115
model_permaslug
"z-ai/glm-5.3-flash-20260826"
provider_name
"Z.AI"
status
200
total_cost
0.002809385
cache_discount
0.00000768
upstream_inference_cost
0
provider_name
"Z.AI"
response_cache_source_id
(null)
data_region
"global"
workspace_id
"97e315e5-d303-487d-83c1-83180e8a13d4"
Evaluation details
Result
Evaluator
Details
Meta Data
99.38%
Matches word count
n/a
neededClean
false
words
505
26.17%
Dialogue to Total Word Ratio
Ratio: 35.18%, Deviation: 5.18%
neededClean
false
wordsTotal
506
wordsDialogue
178
62.7740%