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I took the calculator away from 50 LLMs and graded the arithmetic

Details

External ID
49271070
Source
HN
Company
—
Product
I took the calculator away from 50 LLMs and graded the arithmetic
Website domain
github.com
Launched
Aug. 12, 2026
Cohort
—
Upvotes
7
Upvotes percentile
0.40793010752688175
Tags
—
Fetched at
Sept. 10, 2026, 5:32 a.m.
Updated at
Sept. 10, 2026, 5:32 a.m.

Enrichment

Theme
calculators and financial estimation tools
Vertical
Horizontal
Function
Analytics & BI
Audience
Developer
AI stance
Not AI
Project type
Hobby / open-source project
Normalized one-liner
arithmetic performance evaluation of llms
Manually corrected
False

Could you build this?

Yes It is an evaluation benchmark script and report that runs automated arithmetic test prompts against various LLM APIs and records the results.

Discussion

2 comments analyzed.

Concerns raised: Total development cost unclear - only final answer cost mentioned, Lack of transparency on failed runs and iteration expenses, Comment flagging/visibility issues based on karma

Feature requests: Publish detailed cost breakdown of development iterations, Disclose total runtime/execution time, Clarify comment flagging criteria

Competitors

Other products that read as similar to this one — 85 launches clear the similarity bar, closest 8 shown.

Attention rank: #40 of 86 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 285 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.