Companies330 Funding$40.1B Rounds110 ▲5 mo Investors77 Eng roles3943 ● data fresh
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Frontier Labs

fresh

Frontier Labs

☆ Watch

On a revenue trajectory that could triple to five times over next year. observed

fresh · evidence 6d ago 7 sources no confidence data
—/100
Developer momentum
Why this score? ↓
Funding
no round
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings

Traction

No traction data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.

Current round

No fundraising data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.

Opportunity & risk

No standout signal or flag yet.

6 independent sources 0 promoted signals inspect the evidence →

Evaluation

How it's evaluated Four independent layers ▾

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Platform score derived
—
Founder self-assessment claimed
11/100
Investor ratings opinion
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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 No signals collected yet ▾
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Evidence & scoring

Why this score? Score breakdown ▾
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Capital timeline every dated signal, across tiers

  1. rumor Reflection AI raises $2B to be America's open frontier AI lab ↗
  2. rumor Reflection AI raises $2B to be America's open frontier AI lab ↗

Community chatter Hacker News · Tier 3 · unverified manip. risk elevated · 0.48

Gray-market attention, not quality. 50+ HN mentions (peak 692 points). Claim-shaped headlines are rumors until corroborated — a Tier-3 factual claim carries no evidentiary weight on its own. Risk drivers: 2 recent unverified rumors circulating · heavy gray-market attention · no primary-source corroboration. ▲ 692 xAI is looking more like a datacentre REIT than a frontier lab 2026-06-08 ↗

Raw observations 19 records ▾
AttributeValueKindSourceObservedStateConf.
common_name Frontier Labs observed artifact ↗ 2026-07-18 normalized 0.60
community.hn.max_points 692 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=45536055", "title": "Reflection AI raises $2B to be America's open frontier AI lab", "points": 8, "created_at": "2025-10-10", "evidence_type": "rumor", " observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=45536055", "title": "Reflection AI raises $2B to be America's open frontier AI lab", "points": 8, "created_at": "2025-10-10", "evidence_type": "rumor", " observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=45536055", "title": "Reflection AI raises $2B to be America's open frontier AI lab", "points": 8, "created_at": "2025-10-10", "evidence_type": "rumor", " observed artifact ↗ 2025-10-11 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=45536055", "title": "Reflection AI raises $2B to be America's open frontier AI lab", "points": 8, "created_at": "2025-10-10", "evidence_type": "rumor", " observed artifact ↗ 2025-10-11 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=45536055", "title": "Reflection AI raises $2B to be America's open frontier AI lab", "points": 8, "created_at": "2025-10-10", "evidence_type": "rumor", " observed artifact ↗ 2025-10-11 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=48446428", "title": "xAI is looking more like a datacentre REIT than a frontier lab", "points": 692, "created_at": "2026-06-08"} observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=48446428", "title": "xAI is looking more like a datacentre REIT than a frontier lab", "points": 692, "created_at": "2026-06-08"} observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=48446428", "title": "xAI is looking more like a datacentre REIT than a frontier lab", "points": 692, "created_at": "2026-06-08"} observed artifact ↗ 2026-06-08 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=48446428", "title": "xAI is looking more like a datacentre REIT than a frontier lab", "points": 692, "created_at": "2026-06-08"} observed artifact ↗ 2026-06-08 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=48446428", "title": "xAI is looking more like a datacentre REIT than a frontier lab", "points": 692, "created_at": "2026-06-08"} observed artifact ↗ 2026-06-08 normalized 0.20
description On a revenue trajectory that could triple to five times over next year. observed artifact ↗ 2026-07-18 normalized 0.60
index.ai_tie PURE_AI observed classify 2026-07-25 derived 0.60
sector emerging derived calc 2026-08-08 normalized 0.50
source.document.reference {"kind": "video", "title": "All-In E280 — AI Commission, IPOs, enterprise AI — frontier-labs", "source_id": "01KXRPBE0CRWEE7R56DSFJC5TN-m-ced9ea37ac89a323", "extract_ref": "artifact:sha256:ce0f357de9a observed artifact ↗ 2026-07-18 normalized 0.95
source.document.reference {"kind": "video", "title": "www.youtube.com/watch — frontier-labs", "source_id": "01M0ST8NQKT6PQHZVGQFBXWBSY-m-ced9ea37ac89a323", "extract_ref": "artifact:sha256:c74ab9939603cd2389ee588379c50c7495db1a observed artifact ↗ 2026-08-24 normalized 0.95
source.document.reference {"kind": "video", "title": "www.youtube.com/watch — frontier-labs", "source_id": "01M0ST8NPN30GS5VKJBEFH7MGY-m-ced9ea37ac89a323", "extract_ref": "artifact:sha256:1721bb784329528c69362207a3a897e086463a observed artifact ↗ 2026-08-24 normalized 0.95