Nicheloom

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Sunk Cost

How long until a local LLM rig pays for itself?

Details

External ID
49706656
Source
HN
Company
—
Product
Sunk Cost
Website domain
sunkcost.ai
Launched
Sept. 15, 2026
Cohort
—
Upvotes
46
Upvotes percentile
0.8444976076555024
Tags
—
Fetched at
Sept. 19, 2026, 5:01 p.m.
Updated at
Sept. 19, 2026, 5:01 p.m.

Description

I kept hearing "just buy a Mac and run models locally, it pays for itself" and wanted to check. Sunk Cost takes a machine, a model and how many tokens you use a day, and works out how long the hardware takes to pay back against renting the same model by the token.Obviously there are other reasons to buy your own hardware aside from just saving money on llms but this is just looking at it from a raw cost saving perspective.If you have any ideas on how I can make this more helpful lmk!

Enrichment

Theme
payments, billing, and wallet infrastructure
Vertical
Horizontal
Function
Analytics & BI
Audience
Developer
AI stance
Not AI
Project type
Hobby / open-source project
Normalized one-liner
roi calculator for local llm hardware setups
Manually corrected
False

Could you build this?

Yes It is an interactive calculator web app with math formulas comparing hardware costs, electricity, token usage, and API pricing.

Discussion

20 comments analyzed.

Competitors mentioned: Claude Code, DeepSeek, OpenRouter, Reasonix, OpenCode

Concerns raised: Automatic model swapping based on VRAM is jarring, Local setups rarely beat cloud economics purely on cost, Underestimated token limits without custom speeds

Feature requests: Manual tokens-per-second input, Backward cost calculation by speed and context, Support for multi-GPU RTX 6000 configurations

Competitors

Other products that read as similar to this one — 111 launches clear the similarity bar, closest 8 shown.

Attention rank: #21 of 112 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 313 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.