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Updated · 2d ago
READ · choose how deep
TECH Early signal · dormantEvidence tiers: Early signal = 1 uncorroborated request — treat as radar, not a validated opportunity · Corroborated = 2-3 requests · Validated = 4+ requests from 2+ different people. Every count appears exactly once, in the fact bar below — each traces to a real source post.

AWS Cost Optimizer

1
builder post asking
latest ask seen 3mo ago
+5 product posts seen in community · 17 events tracked
see the posts →
1
person asking
across 1 platform
who →
8
rivals shipping · web scan
see prices →
$3
cheapest rival / mo
range →

In their words

"We didn't do anything wrong. The bill just quietly grew as our jobs got heavier and our user base grew." — a builder, verbatim · sign in free to trace the source ↗

What they tried & dropped

Extracted word-for-word from the evidence posts below — every item is quoted verbatim from a real builder.

AWS Lambda — "cost" verbatimsign in to trace ↗

Pain, in numbers

Quantified only where a builder stated a real figure — no LLM estimates.

$600“~$606”

2.4M Lambda invocations“~2.4M Lambda invocations”

8 seconds average job duration“Average job duration: 8 seconds”

Hard requirements

Non-negotiables stated by builders in their own words. Miss one and they will not switch.

self-hosted

Competitor pricing

Named rivals & real prices 🔒
Rivals charge $3-$30/mo · names — log in ↗
Competitor adoption · official registry · 2026-08-27
Lambda: 2,568 npm downloads/week

How we checked

Where we searched
3 sources · GitHub (open-source check) · App Store · SaaS marketplaces
Verification funnel
75 raw matches scanned, then AI-de-duped · see the breakdown below
Last scan
16d ago · auto-refreshed every 30 days

Sign in to see the full opportunity

Every source post · named rivals with real prices · what builders tried & dropped · quantified pain — all traceable to the original posts

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What the numbers suggest

Insufficient evidence to score — single-signal gap. We don't grade what we can't verify; the two facts below are all we know.
8 rivals shipping (fact bar) see prices → market is crowded; differentiate on the unmet requirements above, don't compete on breadth.
1 builder post asking (fact bar) see posttoo early to call it demand — watch, don't build yet.

Signal history

23 tracked posts (1 ask · 22 product/news) first post Apr 2026 ▲ 2 in the last 30 days
2026-04-07 · +1 post · 1 on record2026-04-10 · +2 posts · 3 on record2026-04-14 · +1 post · 4 on record2026-04-16 · +1 post · 5 on record2026-04-22 · +1 post · 6 on record2026-04-23 · +1 post · 7 on record2026-05-05 · +1 post · 8 on record2026-05-07 · +1 post · 9 on record2026-05-12 · +1 post · 10 on record2026-06-02 · +1 post · 11 on record2026-06-08 · +1 post · 12 on record2026-06-09 · +2 posts · 14 on record2026-06-15 · +2 posts · 16 on record2026-06-16 · +1 post · 17 on record2026-06-22 · +1 post · 18 on record2026-06-26 · +1 post · 19 on record2026-07-31 · +1 post · 20 on record2026-08-05 · +1 post · 21 on record2026-08-14 · +1 post · 22 on record2026-08-27 · +1 post · 23 on record 23 0 Apr 2026 today

Cumulative tracked posts (asks + products + news) by original post date · GapMine tracked communities — not search volume · every step traces to a real post in the evidence record (sign in to read them).

Evidence pool

6 source posts on record — each insight links back to a real one.

3 reddit2 ph1 aws

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