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TECH
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.
Private AI Embeddings Platform
In their words
"I don't need to run local LLMs like Qwen 3.6 27B or Gemma 4 31B" — 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.
Qwen 3.6 27B
— (no stated shortcoming)
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Gemma 4 31B
— (no stated shortcoming)
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Codex OAuth
— (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.
access to OpenAI models through an API-like workflow
Competitor pricing
Named rivals & real prices 🔒
Rivals charge $25/mo · names — log in ↗
How we checked
Where we searched
2 sources · GitHub · SaaS marketplaces
Verification funnel
36 raw matches scanned, then AI-de-duped · see the breakdown below
Last scan
today · auto-refreshed every 3 months
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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 →Evidence pool
2 source posts on record — each insight links back to a real one.
2 reddit