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Updated · 1d 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.

Faster AI Inference

2
builder posts asking
latest ask seen 3w ago
+7 product/news posts tracked · 1 event tracked
see the posts →
2
different people asking
across 1 platform
who →
6
rivals shipping · web scan
how verified →

In their words

"I haven't found solid resources on how much VRAM Qwen FN actually requires as a MoE model" — 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.

ninfer — "17% to 149% slower" verbatimsign in to trace ↗
R9700 — "uncertain if two can hit 30-40t/s" verbatimsign in to trace ↗

Pain, in numbers

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

0.6% quality loss“Quality loss is about 0.6% for a round trip”

Hard requirements

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

linuxvLLMVRAM for Qwen FN

Competitor pricing

Named rivals & real prices 🔒
Pricing collected · names — log in ↗

How we checked

Where we searched
3 sources · GitHub (open-source check) · App Store · SaaS marketplaces
Verification funnel
56 raw matches scanned, then AI-de-duped · see the breakdown below
Last scan
2d ago · auto-refreshed every 10 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

6 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.
6 new tracked posts (all types) in the last 30 days vs 2 the month before see the curve → demand is rising.
2 demand signals vs 6 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 7 days ago → conversation is live now.

Signal history

9 tracked posts (2 asks · 7 product/news) first post Aug 2026 ▲ 6 in the last 30 days
2026-08-15 · +1 post · 1 on record2026-08-27 · +2 posts · 3 on record2026-09-16 · +1 post · 4 on record2026-09-18 · +1 post · 5 on record2026-09-19 · +1 post · 6 on record2026-09-22 · +1 post · 7 on record2026-09-27 · +1 post · 8 on record2026-10-06 · +1 post · 9 on record 9 0 Aug 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

Top 6 of the 9 tracked posts, picked as evidence — each insight links back to a real one.

6 reddit

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