Nicheloom

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LLM Inference Calculator

Estimate VRAM, Latency, and Throughput

Details

External ID
49477916
Source
HN
Company
—
Product
LLM Inference Calculator
Website domain
vercel.app
Launched
Aug. 28, 2026
Cohort
—
Upvotes
6
Upvotes percentile
0.3125
Tags
—
Fetched at
Sept. 10, 2026, 5:31 a.m.
Updated at
Sept. 10, 2026, 5:31 a.m.

Enrichment

Theme
ML inference and model optimization
Vertical
Horizontal
Function
Analytics & BI
Audience
Developer
AI stance
Not AI
Project type
Hobby / open-source project
Normalized one-liner
estimate llm inference vram latency and throughput
Manually corrected
False

Could you build this?

Yes This is a single-page client-side calculator running standard arithmetic formulas based on model parameters, context length, quantization, and hardware memory bandwidth.

Discussion

4 comments analyzed.

Concerns raised: Token/s varies significantly based on workload, Vision models don't map easily to token/s metrics

Feature requests: Cost estimates for different cloud providers, Reverse lookup: input hardware specs to get possible performance stats, Support for vision models estimation, MoE model performance estimation

Competitors

Other products that read as similar to this one — 1241 launches clear the similarity bar, closest 8 shown.

Attention rank: #844 of 1242 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 302 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a analytics & bi tool for Legal yet.