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Updated · 5h ago
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TECH CorroboratedⓘEvidence 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.

Tiny AI for edge cases

2
builder posts asking
latest ask seen 7w ago
+1 product/news post tracked
see the posts →
2
different people asking
across 1 platform
who →
9
rivals shipping · web scan
how verified →

In their words

"It feels like it would be so much more efficient to use small, task-specific ones for certain things, but we always seem to end up with one massive model doing everything" — a builder, verbatim · sign in free to trace the source ↗

What they tried & dropped

Quoted from the posts below — each quote is checked word-for-word against the stored post.

huggingface — "don't see any on huggingface to try out" verbatimsign in to trace ↗

Hard requirements

Summarised from the posts below. Miss one and they will not switch.

experimental small models (9B or less)using engram/n-grams

Competitor pricing

Named rivals & real prices 🔒
Rivals charge $44.95-$1299/mo · names — log in ↗

How we checked

Where we searched
2 sources · GitHub (open-source check) · SaaS marketplaces
Verification funnel
31 raw matches scanned, then AI-de-duped · see the breakdown below
Last scan
5d 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

9 rivals shipping (fact bar) how verified → market is crowded; differentiate on the unmet requirements above, don't compete on breadth.
2 builder posts asking · 2 different people (fact bar) see posts → demand is independently reported, not one person repeating themselves.
0 new tracked posts (all types) in the last 30 days vs 3 the month before → demand is cooling.
2 demand signals vs 9 shipping rivals → supply already outweighs demand — enter only with an edge.
0 willingness-to-pay quotes yet → no one has named a price — validate pricing before building.
last new signal 31 days ago → conversation is quiet lately.

Signal history

3 posts on record since Sep 2026 — not enough to plot a trend. We plot history once a gap has 3+ posts spanning 3+ weeks.

Evidence pool

3 source posts picked as evidence — each insight links back to a real one.

3 reddit

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