Companies330 Funding$40.1B Rounds110 ▲5 mo Investors77 Eng roles3943 ● 36 events pending
VIX The Intelligent Venture Terminal beta

Inferact

stale — 48 unprocessed events

Inferact

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Inferact is a startup founded by creators and core maintainers of vLLM, the most popular open-source LLM inference engine. Our mission is to grow vLLM as the world's AI inference engine and accelerate observed

stale · evidence today 12 sources no confidence data

In: AI agents & frameworks

46.4/100
Venture signal
scored above 66% of pre-seed peers
Outlook Stable
Why this score? ↓
Funding
$150M
2026-01-22
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
21 ▲+6
eng openings

Engineering openings 15 → 21 over 29d

Counted from the company's own job board — each point a dated observation.

07-24 1508-05 1608-13 1508-24 1708-25 1809-04 1909-11 21

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 andreessen horowitz → Probably investor andreessen horowitz → Replit investor andreessen horowitz → ElevenLabs investor andreessen horowitz → Etched investor lightspeed → Nexthop AI

Traction

Current round

Opportunity & risk

↗ Strongest signal: funding_magnitude (20% of the score).

9 independent sources 0 promoted signals inspect the evidence →

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

5 claims on record 0 verified 0 contradicted 5 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
46/100
Founder self-assessment claimed
11/100
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.
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 2 of 3 signals present ▾
Team size (reported)
not provided
Open eng roles
21 observed
Total open roles
25 observed
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. 2026-01-22 seed · $150M · Led by Andreessen Horowitz

Evidence & scoring

Why this score? none_required ▾

VentureSignalScore 46.4/100 for inferact, composed from 2 of 4 components (emerging formula), discounted ×0.85 for 50% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.2 0.3605 0.0721
funding_magnitude 0.3 0.6704 0.2011

Evidence this score rests on

Capital timeline every dated signal, across tiers

  1. reported $150M reported (seed) ↗
  2. rumor Kerbal Space Program Acquired by Take-Two Interactive ↗

Narrative vs. reality No SEC filing found for this round

Reported narrative · Tier 2
$150M seed
announced 2026-01-22 · 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.

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.

ElevenLabs 1 shared andreessen-horo… Etched 1 shared andreessen-horo… Nexthop AI 1 shared lightspeed Probably 1 shared andreessen-horo… Replit 1 shared andreessen-horo…

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

Gray-market attention, not quality. 50+ HN mentions (peak 1539 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. ▲ 1539 Show HN: I'm an airline pilot – I built interactive graphs/globes of my flights 2025-06-27 ↗

Raw observations 386 records ▾
AttributeValueKindSourceObservedStateConf.
ai.document.claims {"claims": [{"claim": "Inferact is a startup founded by the creators and core maintainers of vLLM.", "quote": "Today, we're proud to announce Inferact , a startup founded by creators and core maintain observed artifact ↗ 2026-07-20 promoted 0.50
common_name Inferact observed artifact ↗ 2026-07-14 normalized 0.90
common_name Inferact observed artifact ↗ 2026-07-14 normalized 0.60
common_name Inferact observed curated 2026-07-16 normalized 0.95
community.hn.max_points 1539 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=14452923", "title": "Kerbal Space Program Acquired by Take-Two Interactive", "points": 560, "created_at": "2017-05-31", "evidence_type": "rumor", "verifi observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=14452923", "title": "Kerbal Space Program Acquired by Take-Two Interactive", "points": 560, "created_at": "2017-05-31", "evidence_type": "rumor", "verifi observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=14452923", "title": "Kerbal Space Program Acquired by Take-Two Interactive", "points": 560, "created_at": "2017-05-31", "evidence_type": "rumor", "verifi observed artifact ↗ 2017-05-31 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=14452923", "title": "Kerbal Space Program Acquired by Take-Two Interactive", "points": 560, "created_at": "2017-05-31", "evidence_type": "rumor", "verifi observed artifact ↗ 2017-05-31 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=14452923", "title": "Kerbal Space Program Acquired by Take-Two Interactive", "points": 560, "created_at": "2017-05-31", "evidence_type": "rumor", "verifi observed artifact ↗ 2017-05-31 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=44396518", "title": "Show HN: I'm an airline pilot – I built interactive graphs/globes of my flights", "points": 1539, "created_at": "2025-06-27"} observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=44396518", "title": "Show HN: I'm an airline pilot – I built interactive graphs/globes of my flights", "points": 1539, "created_at": "2025-06-27"} observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=44396518", "title": "Show HN: I'm an airline pilot – I built interactive graphs/globes of my flights", "points": 1539, "created_at": "2025-06-27"} observed artifact ↗ 2025-06-27 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=44396518", "title": "Show HN: I'm an airline pilot – I built interactive graphs/globes of my flights", "points": 1539, "created_at": "2025-06-27"} observed artifact ↗ 2025-06-27 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=44396518", "title": "Show HN: I'm an airline pilot – I built interactive graphs/globes of my flights", "points": 1539, "created_at": "2025-06-27"} observed artifact ↗ 2025-06-27 normalized 0.20
description Inferact is a startup founded by creators and core maintainers of vLLM, the most popular open-source LLM inference engine. Our mission is to grow vLLM as the world's AI inference engine and accelerate observed artifact ↗ 2026-07-14 normalized 0.70
domain inferact.ai observed artifact ↗ 2026-07-14 normalized 0.95
funding.round.amount_usd 150000000 observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.announced_on 2026-01-22 observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.lead_investors ["Andreessen Horowitz", "Lightspeed"] observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.source_url https://techcrunch.com/2026/01/22/inference-startup-inferact-lands-150m-to-commercialize-vllm/ observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.stage seed observed artifact ↗ 2026-07-14 normalized 0.90
gate.accumulation {"outcome": "document_created", "obs_count": 17, "source_id": "01KXZKZVK6HVDYTV326Z14DNNB", "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
jobs.board_url https://jobs.ashbyhq.com/inferact observed artifact ↗ 2026-07-24 normalized 0.85
jobs.postings.engineering 15 observed artifact ↗ 2026-07-24 superseded 0.85
jobs.postings.engineering 16 observed artifact ↗ 2026-08-05 superseded 0.85
jobs.postings.engineering 15 observed artifact ↗ 2026-08-13 superseded 0.85
jobs.postings.engineering 17 observed artifact ↗ 2026-08-24 superseded 0.85
jobs.postings.engineering 18 observed artifact ↗ 2026-08-25 superseded 0.85
jobs.postings.engineering 19 observed artifact ↗ 2026-09-04 superseded 0.85
jobs.postings.engineering 21 observed artifact ↗ 2026-09-11 normalized 0.85
jobs.postings.total 17 observed artifact ↗ 2026-07-24 superseded 0.85
jobs.postings.total 18 observed artifact ↗ 2026-08-05 superseded 0.85
jobs.postings.total 19 observed artifact ↗ 2026-08-08 superseded 0.85
jobs.postings.total 18 observed artifact ↗ 2026-08-13 superseded 0.85
jobs.postings.total 20 observed artifact ↗ 2026-08-24 superseded 0.85
jobs.postings.total 21 observed artifact ↗ 2026-09-04 superseded 0.85
jobs.postings.total 23 observed artifact ↗ 2026-09-10 superseded 0.85
jobs.postings.total 25 observed artifact ↗ 2026-09-11 normalized 0.85
metric.venture.funding_amount_usd 150000000 derived calc 2026-07-14 derived 0.90
metric.venture.funding_recency_days 173.5764 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 173.5777 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 173.6306 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 173.6339 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 173.6786 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 175.1617 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 175.3333 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 175.3402 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 175.4789 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 177.9566 derived calc 2026-07-18 superseded 0.90
metric.venture.funding_recency_days 179.4715 derived calc 2026-07-20 superseded 0.90
metric.venture.funding_recency_days 183.2519 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 183.6162 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 183.6171 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 183.9739 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 184.0554 derived calc 2026-07-25 superseded 0.90
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metric.venture.funding_recency_days 195.9547 derived calc 2026-08-05 superseded 0.90
metric.venture.funding_recency_days 198.7813 derived calc 2026-08-08 superseded 0.90
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metric.venture.funding_recency_days 203.9592 derived calc 2026-08-13 superseded 0.90
metric.venture.funding_recency_days 206.2481 derived calc 2026-08-16 superseded 0.90
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metric.venture.funding_recency_days 207.2428 derived calc 2026-08-17 superseded 0.90
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