Companies104 Funding$41.8B Rounds76 ▼1 mo Investors69 Eng roles4177 ● data fresh
VIX The Intelligent Venture Terminal beta

Higgsfield

fresh

Higgsfield

☆ Watch

Scale video and image generation platform observed

fresh · evidence 9d ago 11 sources no confidence data
42.9/100
Venture signal
scored above 21% of growth peers
Outlook Stable
Why this score? ↓

What we have established three decisions, kept apart

  1. 1 Identity verified Not recorded

    No person- or entity-level identity check is on record for this company. A name match is not one.

  2. 2 Evidence sufficient to publish Yes

    The inclusion bar: two or more independent sourced evidence families. This profile is published and listed. It is a statement about how much evidence we hold, and about nothing else.

  3. 3 Fit for a seed/Series-A sourcing buyer Not established

    We have not established fit. That is not a soft no and not a soft yes — it is unknown, and it is never counted as a qualified prospect.

Funding
$400M
2026-08-17
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings
Commercial
not checked
homepage

Traction

Current round

Opportunity & risk

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

↓ Scored on 2 of 4 components — adoption, developer had no computable metric.

7 independent sources 0 promoted signals inspect the evidence →

The skeptic's read what this company has said, judged against what happened

6 claims on record 0 verified 0 contradicted 6 still unproven

Unproven ≠ false — it means the deadline or the evidence hasn't arrived. Nothing here is editorial: every count is a ledger row you can open on the Proof page.

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
43/100
Founder self-assessment claimed
8/100
Investor ratings opinion
—
Expert ratings opinion
—
Rate this company Investor or expert role required ▾
—/5 · 0 investors

Sign in as an investor or expert to rate this company.

VIX signals 2 hard signals across 2 sources ▾

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 →

What people are saying 27 signals from 1 voice ▾
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
Timeline 4 events ▾
  1. 2028-03-31 it was absolutely clear that scaling loss finally work. It's not just a concept from science that scaling loss work. Video just takes maybe two, three years longer than LLMs and coding, but it was clear that finally scaling loss should work in video as well. And I just decided just to take a bet. · Prediction · pending
  2. 2028-03-31 I do believe we are going to get to spend close to 50k and 100k a month for those who can call 10x engineers, 10x creatives. · Prediction · pending
  3. 2028-03-31 we're going to be over $100 billion. · Prediction · pending
  4. 2026-08-17 series_b · $400M · Led by DST Global

Evidence & scoring

Why this score? none_required ▾

VentureSignalScore 42.9/100 for higgsfield, composed from 2 of 4 components (emerging formula), discounted ×0.85 for 50% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.2 0.8403 0.1681
funding_magnitude 0.3 0.2816 0.0845

Evidence this score rests on

Narrative vs. reality No SEC filing found for this round

Reported narrative · Tier 2
$16M seed
announced 2026-08-17 · 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.

Financing events four different events, four different dates

A first sale, a filing, an amendment and a public announcement are not the same event, and one date may not stand in for another. Where the latest financing date cannot be established from what we hold, this says unknown rather than substituting a date we do have.

Latest established financing date
2026-08-17
Money moved on or after
2026-08-17
Total reported by
not established
Basis
reported round

A reported round dated 2026-08-17 by its own source.

Shipped capability HuggingFace · public

This company publishes models on HuggingFace — observable proof of capability, ahead of any product announcement. Adoption is measured in real downloads.

Community chatter Hacker News · Tier 3 · unverified manip. risk low · 0.05

Gray-market attention, not quality. 13+ HN mentions (peak 10 points). Claim-shaped headlines are rumors until corroborated — a Tier-3 factual claim carries no evidentiary weight on its own. ▲ 10 Higgsfield: Distributed LLM training and cluster management framework 2023-10-20 ↗

Raw observations 517 records ▾
AttributeValueKindSourceObservedStateConf.
common_name Higgsfield observed artifact ↗ 2026-08-28 normalized 0.90
community.hn.max_points 238 observed artifact ↗ 2026-08-28 superseded 0.20
community.hn.max_points 10 observed artifact ↗ 2026-10-08 normalized 0.20
community.hn.mentions 44 observed artifact ↗ 2026-08-28 superseded 0.20
community.hn.mentions 47 observed artifact ↗ 2026-09-04 superseded 0.20
community.hn.mentions 48 observed artifact ↗ 2026-09-11 superseded 0.20
community.hn.mentions 50 observed artifact ↗ 2026-09-18 superseded 0.20
community.hn.mentions 13 observed artifact ↗ 2026-10-08 normalized 0.20
community.hn.rumors [] observed artifact ↗ 2026-08-28 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=17261063", "title": "Reinforcement Learning: From Zero to State of the Art with Pytorch 4", "points": 238, "created_at": "2018-06-07"} observed artifact ↗ 2018-06-07 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=17261063", "title": "Reinforcement Learning: From Zero to State of the Art with Pytorch 4", "points": 238, "created_at": "2018-06-07"} observed artifact ↗ 2018-06-07 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=17261063", "title": "Reinforcement Learning: From Zero to State of the Art with Pytorch 4", "points": 238, "created_at": "2018-06-07"} observed artifact ↗ 2018-06-07 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=17261063", "title": "Reinforcement Learning: From Zero to State of the Art with Pytorch 4", "points": 238, "created_at": "2018-06-07"} observed artifact ↗ 2018-06-07 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=17261063", "title": "Reinforcement Learning: From Zero to State of the Art with Pytorch 4", "points": 238, "created_at": "2018-06-07"} observed artifact ↗ 2018-06-07 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=37954832", "title": "Higgsfield: Distributed LLM training and cluster management framework", "points": 10, "created_at": "2023-10-20"} observed artifact ↗ 2023-10-20 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=37954832", "title": "Higgsfield: Distributed LLM training and cluster management framework", "points": 10, "created_at": "2023-10-20"} observed artifact ↗ 2023-10-20 normalized 0.20
description Scale video and image generation platform observed derived 2026-10-01 normalized 0.60
funding.round.amount_usd 400000000 observed artifact ↗ 2026-08-17 normalized 0.90
funding.round.amount_usd 16000000 observed artifact ↗ 2026-09-30 superseded 0.50
funding.round.amount_usd 16000000 observed artifact ↗ 2026-09-28 superseded 0.50
funding.round.amount_usd 16000000 observed artifact ↗ 2026-09-28 normalized 0.50
funding.round.announced_on 2026-08-17 observed artifact ↗ 2026-08-17 normalized 0.90
funding.round.lead_investors ["DST Global"] observed artifact ↗ 2026-08-17 normalized 0.90
funding.round.source_url https://siliconangle.com/2026/08/17/higgsfield-raises-400m-at-5-4-billion-valuation-to-scale-video-and-image-generation-platform/ observed artifact ↗ 2026-08-17 normalized 0.90
funding.round.stage series_b observed artifact ↗ 2026-08-17 normalized 0.90
funding.round.stage seed observed artifact ↗ 2026-09-30 superseded 0.50
funding.round.stage seed observed artifact ↗ 2026-09-28 superseded 0.50
funding.round.stage seed observed artifact ↗ 2026-09-28 normalized 0.50
hypothesis {"criterion": {"attribute": "score.venture_signal", "threshold": 75.9, "comparator": "gte"}, "prediction": "it was absolutely clear that scaling loss finally work. It's not just a concept from science derived calc 2026-09-30 derived 0.70
hypothesis {"criterion": {"attribute": "score.venture_signal", "threshold": 75.9, "comparator": "gte"}, "prediction": "I do believe we are going to get to spend close to 50k and 100k a month for those who can ca derived calc 2026-09-30 derived 0.70
hypothesis {"criterion": {"attribute": "score.venture_signal", "threshold": 75.9, "comparator": "gte"}, "prediction": "we're going to be over $100 billion.", "expected_by": "2028-03-31T15:51:40.560Z", "confidenc derived calc 2026-09-30 derived 0.70
metric.venture.funding_amount_usd 400000000 derived calc 2026-08-28 superseded 0.90
metric.venture.funding_amount_usd 16000000 derived calc 2026-09-30 derived 0.50
metric.venture.funding_recency_days 11.9148 derived calc 2026-08-28 superseded 0.90
metric.venture.funding_recency_days 11.9152 derived calc 2026-08-28 superseded 0.90
metric.venture.funding_recency_days 11.9345 derived calc 2026-08-28 superseded 0.90
metric.venture.funding_recency_days 12.0054 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 12.0765 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 12.1334 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 12.2047 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 12.2761 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 12.3553 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 12.365 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 12.437 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 12.5084 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 12.6665 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 12.738 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 12.8096 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 12.8812 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 12.9531 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 13.0266 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 13.099 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 13.1708 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 13.2426 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 13.3186 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 13.3941 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 13.4666 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 13.5388 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 13.611 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 13.6833 derived calc 2026-08-30 superseded 0.90
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metric.venture.funding_recency_days 14.0088 derived calc 2026-08-31 superseded 0.90
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metric.venture.funding_recency_days 14.2266 derived calc 2026-08-31 superseded 0.90
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metric.venture.funding_recency_days 14.397 derived calc 2026-08-31 superseded 0.90
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metric.venture.funding_recency_days 14.8369 derived calc 2026-08-31 superseded 0.90
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metric.venture.funding_recency_days 16.381 derived calc 2026-09-02 superseded 0.90
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signal.commentary {"context": null, "run_ref": "01M3SG6G0T365FPCGS9DK4PN1K", "signals": [{"quote": "we burned more than 10 million out of 16 million raised in seed fundraising.", "stance": "neutral", "confidence": 1, " observed artifact ↗ 2026-09-30 superseded 0.50
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