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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 coding task completion
In their words
"I don't need a model that sacrifices decode speed to standstill, I want decode speed to be between 75-100 ideally" — 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.
Pain, in numbers
Quantified only where a builder stated a real figure — no LLM estimates.
200+ TPS on Qwen 3.8 27B“Currently I get 200+ TPS on Qwen 3.8 27B”
50 TPS on Flash next“approx 50 TPS on Flash next”
Hard requirements
Non-negotiables stated by builders in their own words. Miss one and they will not switch.
faster completion timedecode speed between 75-100
Competitor pricing
Named rivals & real prices 🔒
Rivals charge $30/mo · names — log in ↗
How we checked
Where we searched
2 sources · GitHub (open-source check) · SaaS marketplaces
Verification funnel
39 raw matches scanned, then AI-de-duped · see the breakdown below
Last scan
1d 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
Sign up free →Signal history
2 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
Top 1 of 2 builder posts asking on record — each insight links back to a real one.
1 reddit