Companies330 Funding$40.1B Rounds110 ▲5 mo Investors77 Eng roles3943 ● 48 events pending
VIX The Intelligent Venture Terminal beta

SkyPilot

stale — 52 unprocessed events

SkyPilot

☆ Watch
stale · evidence today 7 sources no confidence data
45.4/100
Venture signal
scored above 62% of pre-seed peers
Outlook Stable
Why this score? ↓
Funding
$20M
2026-07-22
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings

Traction

Current round

Opportunity & risk

↗ Strongest signal: funding_recency (17% of the score).

4 independent sources 0 promoted signals inspect the evidence →

Evaluation

How it's evaluated Four independent layers ▾

No single number decides. Layers can disagree — that's the point. New to this? →

Platform score derived
45/100
Founder self-assessment claimed
4/100
Investor ratings opinion
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Expert ratings opinion
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Rate this company Investor or expert role required ▾
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Technology No signals collected yet ▾
No technology data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.
Team & hiring No signals collected yet ▾
No team & hiring data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.
Market & funding stage 1 of 3 signals present ▾
Funding stage
not provided
Lifecycle stage
not provided
Latest round stage
seed observed stale
Timeline 1 events ▾
  1. 2026-07-22 seed · $20M

Evidence & scoring

Why this score? none_required ▾

VentureSignalScore 45.4/100 for skypilot, composed from 2 of 4 components (emerging formula), discounted ×0.85 for 50% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.2 0.856 0.1712
funding_magnitude 0.3 0.3204 0.0961

Evidence this score rests on

Narrative vs. reality No SEC filing found for this round

Reported narrative · Tier 2
$20M seed
announced 2026-07-22 · source ↗
Filed reality · Tier 0 · SEC
No SEC Form D on record.

An evidence gap, not proof of falsity: Form D is not always required (foreign offerings, certain exemptions) or may not be filed yet.

Community chatter Hacker News · Tier 3 · unverified manip. risk low · 0.2

Gray-market attention, not quality. 50+ HN mentions (peak 306 points). Claim-shaped headlines are rumors until corroborated — a Tier-3 factual claim carries no evidentiary weight on its own. Risk drivers: heavy gray-market attention. ▲ 306 UC Berkeley launches SkyPilot to help navigate soaring cloud costs 2022-12-13 ↗

Raw observations 323 records ▾
AttributeValueKindSourceObservedStateConf.
common_name SkyPilot observed artifact ↗ 2026-07-24 normalized 0.90
community.hn.max_points 306 observed artifact ↗ 2026-08-16 normalized 0.20
community.hn.mentions 50 observed artifact ↗ 2026-08-16 normalized 0.20
community.hn.rumors [] observed artifact ↗ 2026-08-16 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=33964285", "title": "UC Berkeley launches SkyPilot to help navigate soaring cloud costs", "points": 306, "created_at": "2022-12-13"} observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=33964285", "title": "UC Berkeley launches SkyPilot to help navigate soaring cloud costs", "points": 306, "created_at": "2022-12-13"} observed artifact ↗ 2022-12-13 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=33964285", "title": "UC Berkeley launches SkyPilot to help navigate soaring cloud costs", "points": 306, "created_at": "2022-12-13"} observed artifact ↗ 2022-12-13 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=33964285", "title": "UC Berkeley launches SkyPilot to help navigate soaring cloud costs", "points": 306, "created_at": "2022-12-13"} observed artifact ↗ 2022-12-13 normalized 0.20
funding.round.amount_usd 20000000 observed artifact ↗ 2026-07-24 normalized 0.90
funding.round.announced_on 2026-07-22 observed artifact ↗ 2026-07-24 normalized 0.90
funding.round.lead_investors [] observed artifact ↗ 2026-07-24 normalized 0.90
funding.round.source_url https://siliconangle.com/2026/07/21/skypilot-nabs-20m-ease-ai-infrastructure-management/ observed artifact ↗ 2026-07-24 normalized 0.90
funding.round.stage seed observed artifact ↗ 2026-07-24 normalized 0.90
index.ai_tie AI_ADJACENT observed classify 2026-07-25 derived 0.60
metric.venture.funding_amount_usd 20000000 derived calc 2026-07-24 derived 0.90
metric.venture.funding_recency_days 2.6176 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 2.9739 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 3.0554 derived calc 2026-07-25 superseded 0.90
metric.venture.funding_recency_days 3.0651 derived calc 2026-07-25 superseded 0.90
metric.venture.funding_recency_days 3.0721 derived calc 2026-07-25 superseded 0.90
metric.venture.funding_recency_days 3.0725 derived calc 2026-07-25 superseded 0.90
metric.venture.funding_recency_days 3.0742 derived calc 2026-07-25 superseded 0.90
metric.venture.funding_recency_days 3.0786 derived calc 2026-07-25 superseded 0.90
metric.venture.funding_recency_days 3.0789 derived calc 2026-07-25 superseded 0.90
metric.venture.funding_recency_days 3.0809 derived calc 2026-07-25 superseded 0.90
metric.venture.funding_recency_days 3.0815 derived calc 2026-07-25 superseded 0.90
metric.venture.funding_recency_days 3.1123 derived calc 2026-07-25 superseded 0.90
metric.venture.funding_recency_days 17.7813 derived calc 2026-08-08 superseded 0.90
metric.venture.funding_recency_days 25.2485 derived calc 2026-08-16 superseded 0.90
metric.venture.funding_recency_days 25.6954 derived calc 2026-08-16 superseded 0.90
metric.venture.funding_recency_days 26.2433 derived calc 2026-08-17 superseded 0.90
metric.venture.funding_recency_days 26.7067 derived calc 2026-08-17 superseded 0.90
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metric.venture.funding_recency_days 28.0199 derived calc 2026-08-19 superseded 0.90
metric.venture.funding_recency_days 28.0793 derived calc 2026-08-19 superseded 0.90
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metric.venture.funding_recency_days 28.2586 derived calc 2026-08-19 superseded 0.90
metric.venture.funding_recency_days 28.3192 derived calc 2026-08-19 superseded 0.90
metric.venture.funding_recency_days 28.3787 derived calc 2026-08-19 superseded 0.90
metric.venture.funding_recency_days 28.4382 derived calc 2026-08-19 superseded 0.90
metric.venture.funding_recency_days 28.4977 derived calc 2026-08-19 superseded 0.90
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metric.venture.funding_recency_days 28.8675 derived calc 2026-08-19 superseded 0.90
metric.venture.funding_recency_days 33.3327 derived calc 2026-08-24 superseded 0.90
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metric.venture.funding_recency_days 51.0235 derived calc 2026-09-11 superseded 0.90
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metric.venture.funding_recency_days 51.4084 derived calc 2026-09-11 superseded 0.90
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metric.venture.funding_recency_days 51.8704 derived calc 2026-09-11 superseded 0.90
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metric.venture.funding_recency_days 52.2546 derived calc 2026-09-12 superseded 0.90
metric.venture.funding_recency_days 52.336 derived calc 2026-09-12 superseded 0.90
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metric.venture.funding_recency_days 52.7389 derived calc 2026-09-12 superseded 0.90
metric.venture.funding_recency_days 52.8161 derived calc 2026-09-12 superseded 0.90
metric.venture.funding_recency_days 52.8933 derived calc 2026-09-12 superseded 0.90
metric.venture.funding_recency_days 52.9705 derived calc 2026-09-12 superseded 0.90
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metric.venture.funding_recency_days 53.2024 derived calc 2026-09-13 superseded 0.90
metric.venture.funding_recency_days 53.2836 derived calc 2026-09-13 derived 0.90
score.venture_signal 50.1 derived calc 2026-07-25 superseded 0.60
score.venture_signal 48.7 derived calc 2026-08-08 superseded 0.60
score.venture_signal 48 derived calc 2026-08-16 superseded 0.60
score.venture_signal 47.9 derived calc 2026-08-16 superseded 0.60
score.venture_signal 47.8 derived calc 2026-08-17 superseded 0.60
score.venture_signal 47.7 derived calc 2026-08-18 superseded 0.60
score.venture_signal 47.2 derived calc 2026-08-24 superseded 0.60
score.venture_signal 47.1 derived calc 2026-08-25 superseded 0.60
score.venture_signal 47 derived calc 2026-08-26 superseded 0.60
score.venture_signal 46.9 derived calc 2026-08-27 superseded 0.60
score.venture_signal 46.8 derived calc 2026-08-28 superseded 0.60
score.venture_signal 46.7 derived calc 2026-08-29 superseded 0.60
score.venture_signal 46.6 derived calc 2026-08-30 superseded 0.60
score.venture_signal 46.5 derived calc 2026-08-31 superseded 0.60
score.venture_signal 46.4 derived calc 2026-09-02 superseded 0.60
score.venture_signal 46.3 derived calc 2026-09-02 superseded 0.60
score.venture_signal 46.2 derived calc 2026-09-03 superseded 0.60
score.venture_signal 46.1 derived calc 2026-09-05 superseded 0.60
score.venture_signal 46 derived calc 2026-09-06 superseded 0.60
score.venture_signal 45.9 derived calc 2026-09-07 superseded 0.60
score.venture_signal 45.8 derived calc 2026-09-08 superseded 0.60
score.venture_signal 45.6 derived calc 2026-09-10 superseded 0.60
score.venture_signal 45.5 derived calc 2026-09-11 superseded 0.60
score.venture_signal 45.4 derived calc 2026-09-12 derived 0.60
sector emerging derived calc 2026-08-08 normalized 0.50