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CorroboratedⓘEvidence tiers: Early signal = 1 signal · Corroborated = 2-3 · Validated = 4+ signals across 2+ platforms. Every count appears exactly once, in the fact bar below — each traces to a real source post.
Small AI Models
What they tried & dropped
Extracted word-for-word from the evidence posts below — every item is quoted verbatim from a real builder.
gemma4 e2b
— (no stated shortcoming)
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Hard requirements
Non-negotiables stated by builders in their own words. Miss one and they will not switch.
small model
Competitor pricing
Competitor pricing · checked 2026-07-21
The rivals in the fact bar are verified shipping · no public pricing published yet — next check within 5 days.
How we checked
Where we searched
2 sources · GitHub · SaaS marketplaces
Verification funnel
40 raw matches scanned, then AI-de-duped · see the breakdown below
Last scan
today · auto-refreshed every 2 weeks
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Every source post · named rivals with real prices · what builders tried & dropped · quantified pain — all traceable to the original posts
Sign up free →Signal history
2 posts on record since Apr 2026 — not enough to plot a trend. We plot history once a gap has 3+ posts spanning 3+ weeks.
Evidence pool
Top 1 of 2 signals on record — each insight links back to a real one.
1 reddit