Unverified50% confidenceEventExact time
This sticker seller rendered 60 sticker designs overnight on a machine with 1 vCPU and 2 GB of memory, about 90 seconds each, and had to re-render all of them due to the white-fringe problem, costing roughly an extra hour and a half of compute time.
1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
10/18/2026
First Seen
Valid until: 11/1/2026
Sources
Related Entities
Related Claims
UnverifiedIn a pure CPU import test of 2,400 Pocket articles, fetching and rendering each page took 3 to 8 seconds, tagging took 1 to 3 seconds, and image description took 5 to 10 seconds—the model was not the bottleneck most of the time; the browser was.75% similarUnverifiedRunning on CPU on the author's machine, explaining a payment order end to end takes about 40 seconds; the author stresses that this is a single measurement on a single machine, and results will differ with different hardware.71% similarUnverifiedRe-rendering Markdown on every token causes long responses to become progressively slower; Markdown should be rendered all at once when the done event is received, or at most once every approximately 100 milliseconds.70% similarUnverified最终完整渲染耗时约 70 分钟,平均每 15 秒的片段需要约 10 分钟68% similarUnverifiedv0.0.90 only writes entities that have changed and merges writes in batches, packaging them into a single transaction approximately every 300 milliseconds.66% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1063287API
curl https://kongchang.com/api/v1/knowledge/claims/1063287MCP
get_claim(id=1063287)