Companies330 Funding$40.1B Rounds110 ▲5 mo Investors77 Eng roles3943 ● data fresh
VIX The Intelligent Venture Terminal beta

Nexthop AI

fresh

Nexthop AI

☆ Watch
fresh · evidence today 12 sources no confidence data
61.8/100
Venture signal
scored above 58% of growth peers
Outlook Stable
Why this score? ↓
Funding
$500M
2026-03-14
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings

Ecosystem

Derived connections from primary evidence — Form D officer rosters and shared lead investors. A shared name is a lead, not proof of identity.

investor lightspeed → Inferact

New infrastructure surfaces

Subdomains appearing in public certificate-transparency logs — infrastructure standing up, dated at detection. Intent labels are deterministic (token map), not guessed.

console.cs.internal.nexthop.ai product surface 07-17

Traction

Current round

Opportunity & risk

↗ Strongest signal: funding_magnitude (26% of the score).

8 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
62/100
Founder self-assessment claimed
8/100
Investor ratings opinion
—
Expert ratings opinion
—
Rate this company Investor or expert role required ▾
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VIX signals 1 hard signal across 1 source ▾

The platform's own early signals for this company — hard-to-fake, and where one preceded a real raise, the measured lead.

See the full track record →

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
series_b observed stale
Timeline 1 events ▾
  1. 2026-03-14 series_b · $500M · Led by Lightspeed

Evidence & scoring

Why this score? none_required ▾

VentureSignalScore 61.8/100 for nexthop-ai, composed from 2 of 4 components (emerging formula), discounted ×0.85 for 50% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.2 0.4996 0.0999
funding_magnitude 0.3 0.8796 0.2639

Evidence this score rests on

Capital timeline every dated signal, across tiers

  1. reported $500M reported (series b) ↗
  2. rumor Report Recommends Doubling Federal Funding for AI Research ↗

Narrative vs. reality No SEC filing found for this round

Reported narrative · Tier 2
$500M series b
announced 2026-03-14 · 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.

Counterparty exposure shared-investor contagion

Companies coupled to this one by a shared investor — if a common backer pulls back or a fund hits trouble, the shock propagates across the set. More shared investors = tighter coupling.

Inferact 1 shared lightspeed

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

Gray-market attention, not quality. 50+ HN mentions (peak 185 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. ▲ 185 Dulles Airport Surprises Passengers with Facial-Recognition Boarding 2018-09-11 ↗

Raw observations 359 records ▾
AttributeValueKindSourceObservedStateConf.
ai.technical.assessment {"council": {"dissent": false, "members": [{"agent": "technical_specialist", "domain": "technical", "signal": 0, "signal_source": "model"}, {"agent": "product_docs_specialist", "domain": "product_docs derived council 2026-07-16 promoted 0.10
common_name Nexthop AI observed artifact ↗ 2026-07-14 normalized 0.90
common_name Nexthop.ai – Building the most efficient Al infrastructure for the world’s largest cloud operators observed artifact ↗ 2026-07-14 superseded 0.60
common_name Nexthop AI observed curated 2026-07-16 normalized 0.95
common_name Nexthop.ai observed artifact ↗ 2026-07-21 normalized 0.60
community.hn.max_points 185 observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.mentions 50 observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=24086080", "title": "Report Recommends Doubling Federal Funding for AI Research", "points": 2, "created_at": "2020-08-07", "evidence_type": "rumor", "ver observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=24086080", "title": "Report Recommends Doubling Federal Funding for AI Research", "points": 2, "created_at": "2020-08-07", "evidence_type": "rumor", "ver observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=24086080", "title": "Report Recommends Doubling Federal Funding for AI Research", "points": 2, "created_at": "2020-08-07", "evidence_type": "rumor", "ver observed artifact ↗ 2020-08-07 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=24086080", "title": "Report Recommends Doubling Federal Funding for AI Research", "points": 2, "created_at": "2020-08-07", "evidence_type": "rumor", "ver observed artifact ↗ 2020-08-07 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=17956168", "title": "Dulles Airport Surprises Passengers with Facial-Recognition Boarding", "points": 185, "created_at": "2018-09-11"} observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=17956168", "title": "Dulles Airport Surprises Passengers with Facial-Recognition Boarding", "points": 185, "created_at": "2018-09-11"} observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=17956168", "title": "Dulles Airport Surprises Passengers with Facial-Recognition Boarding", "points": 185, "created_at": "2018-09-11"} observed artifact ↗ 2018-09-11 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=17956168", "title": "Dulles Airport Surprises Passengers with Facial-Recognition Boarding", "points": 185, "created_at": "2018-09-11"} observed artifact ↗ 2018-09-11 normalized 0.20
domain nexthop.ai observed artifact ↗ 2026-07-14 normalized 0.95
funding.round.amount_usd 500000000 observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.announced_on 2026-03-14 observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.lead_investors ["Lightspeed"] observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.source_url https://www.crescendo.ai/news/latest-vc-investment-deals-in-ai-startups observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.stage series_b observed artifact ↗ 2026-07-14 normalized 0.90
gate.accumulation {"outcome": "document_created", "obs_count": 16, "source_id": "01KXZME3YM9GW2TRJAPWBH444D", "trigger_path": "accumulation_gate", "collector_count": 4, "artifact_collector": "website_collector"} observed artifact ↗ 2026-07-20 normalized 0.60
index.ai_tie AI_ADJACENT observed classify 2026-07-25 derived 0.60
metric.venture.funding_amount_usd 500000000 derived calc 2026-07-14 derived 0.90
metric.venture.funding_recency_days 122.5764 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 122.5777 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 122.6306 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 122.6339 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 122.6786 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 124.1617 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 124.3333 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 124.3402 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 124.4789 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 126.9566 derived calc 2026-07-18 superseded 0.90
metric.venture.funding_recency_days 128.477 derived calc 2026-07-20 superseded 0.90
metric.venture.funding_recency_days 129.6456 derived calc 2026-07-21 superseded 0.90
metric.venture.funding_recency_days 132.2519 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 132.6171 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 132.9739 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 133.0554 derived calc 2026-07-25 superseded 0.90
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metric.venture.funding_recency_days 147.7813 derived calc 2026-08-08 superseded 0.90
metric.venture.funding_recency_days 155.2397 derived calc 2026-08-16 superseded 0.90
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