Opportunity ledger / Dossier O-0942

CorroboratedOPPORTUNITY DOSSIER · O-0942

Opportunity dossier O-0942

Recurring need documented in 3 independent public source items.

First seen 2026-07-14 · Last updated 2026-09-08 · Recalculated daily

18.7
Evidence confidence, not a return forecast
3
Independent source items, deduplicated by post
2
Public source families
2
Payment evidence: current spend or explicit intent
ProblemThe source-linked evidence below documents the recurring problem.
People affectedPeople represented in the linked public discussions.
Named alternativesDeepSeek
TopicsLLMOps
Weekly mentions · 12 weeks
06-2207-2008-1709-07

This dossier's trend factor is 0.5, capped at 2.0.

Representative evidence

2 public excerpts · 3 items in the full chain
Pain★★★☆☆Current spend

Post title: Show HN: Oodle.ai – $10 per million agent traces

Dang that’s expensive. We pay $0.75/M through a vendor

Hacker News2026-07-14View source ↗
Pain★★☆☆☆Current spend

Post title: ​Is this API usage/cost normal for DeepSeek-v4-flash? (7$ for 240m tokens)

Does a total of ~$7 for ~2.3k requests look normal…

The public layer keeps only a minimal excerpt. Open the source for full context.

Reddit2026-08-29View source ↗
★★★★☆
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What this evidence does not show yet

To reach Payment-backed we still need:

  • 2 more independent post(s) — we have 3
  • renewed mentions — the recent trend is below the promotion bar

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Scoring summary

Evidence confidence = strength × evidence volume × source diversity × payment × competition × trend × 10. Counts use independent content items; only first-hand pain, current spend, explicit willingness to pay and concrete feature requests affect the score. Repeated posts by one author are discounted. Scoring and status changes follow deterministic rules.

“Payment-backed” means first-hand payment evidence exists in the record. It does not mean the business is worth building. “Fading” is a recency tag shown alongside any evidence level, not a lower level. Read the full methodology.