Companies330 Funding$40.1B Rounds110 ▲5 mo Investors77 Eng roles3942 ● 6 events pending
VIX The Intelligent Venture Terminal beta

Sail Research

stale — 6 unprocessed events

Sail Research

☆ Watch

Sail is the most cost-efficient API for the best open-source models. Pay per token with unbeatable prices, cut costs even further with completion windows, and start with $5 in monthly free credits. observed

stale · evidence today 12 sources no confidence data

In: AI inference & serving

55/100
Venture signal
scored above 58% of early peers
Outlook Stable
Why this score? ↓
Funding
$80M
2026-06-25
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 kleiner perkins → CuspAI

New infrastructure surfaces

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

internal.sailresearch.com 07-19 staging.sailresearch.com launch prep 07-16 dev.sailresearch.com 07-15 app.sailresearch.com product surface 06-15 beta.sailresearch.com launch prep 04-29 api.sailresearch.com product surface 04-28

Traction

Current round

Opportunity & risk

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

8 independent sources 0 promoted signals inspect the evidence →

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

8 claims on record 1 verified 0 contradicted 7 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
55/100
Founder self-assessment claimed
11/100
Investor ratings opinion
—
Expert ratings opinion
—
Rate this company Investor or expert role required ▾
—/5 · 0 investors

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VIX signals 6 hard signals 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_a observed stale
Timeline 1 events ▾
  1. 2026-06-25 series_a · $80M · Led by Kleiner Perkins

Evidence & scoring

Why this score? none_required ▾

VentureSignalScore 55/100 for sail-research, composed from 2 of 4 components (emerging formula), discounted ×0.85 for 50% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.2 0.7773 0.1555
funding_magnitude 0.3 0.5612 0.1684

Evidence this score rests on

Narrative vs. reality No SEC filing found for this round

Reported narrative · Tier 2
$80M series a
announced 2026-06-25 · 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.

CuspAI 1 shared kleiner-perkins

Community chatter Hacker News · Tier 3 · unverified manip. risk low · 0.09

Gray-market attention, not quality. 23+ HN mentions (peak 116 points). Claim-shaped headlines are rumors until corroborated — a Tier-3 factual claim carries no evidentiary weight on its own. ▲ 116 Launch HN: Lucidic (YC W25) – Debug, test, and evaluate AI agents in production 2025-07-30 ↗

Raw observations 384 records ▾
AttributeValueKindSourceObservedStateConf.
ai.document.claims {"claims": [{"claim": "Sail Research raised $80 million in funding, with seed led by Sequoia and Series A led by Kleiner Perkins.", "quote": "We've raised $80M funding, with our seed led by Sequoia an observed artifact ↗ 2026-07-20 promoted 0.50
ai.technical.assessment {"council": {"dissent": false, "members": [{"agent": "technical_specialist", "domain": "technical", "signal": 0.3, "signal_source": "model"}, {"agent": "product_docs_specialist", "domain": "product_do derived council 2026-07-14 superseded 0.26
ai.technical.assessment {"council": {"dissent": false, "members": [{"agent": "technical_specialist", "domain": "technical", "signal": 0.3, "signal_source": "model"}, {"agent": "product_docs_specialist", "domain": "product_do derived council 2026-07-16 promoted 0.26
common_name Sail Research observed artifact ↗ 2026-07-14 normalized 0.90
common_name Sail Research observed artifact ↗ 2026-07-14 normalized 0.60
common_name Sail Research observed curated 2026-07-16 normalized 0.95
community.hn.max_points 116 observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.mentions 21 observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.mentions 24 observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.mentions 23 observed artifact ↗ 2026-08-24 superseded 0.20
community.hn.mentions 25 observed artifact ↗ 2026-08-31 superseded 0.20
community.hn.mentions 27 observed artifact ↗ 2026-09-07 superseded 0.20
community.hn.mentions 23 observed artifact ↗ 2026-09-14 normalized 0.20
community.hn.rumors [] observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=44735843", "title": "Launch HN: Lucidic (YC W25) – Debug, test, and evaluate AI agents in production", "points": 116, "created_at": "2025-07-30"} observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=44735843", "title": "Launch HN: Lucidic (YC W25) – Debug, test, and evaluate AI agents in production", "points": 116, "created_at": "2025-07-30"} observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=44735843", "title": "Launch HN: Lucidic (YC W25) – Debug, test, and evaluate AI agents in production", "points": 116, "created_at": "2025-07-30"} observed artifact ↗ 2025-07-30 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=44735843", "title": "Launch HN: Lucidic (YC W25) – Debug, test, and evaluate AI agents in production", "points": 116, "created_at": "2025-07-30"} observed artifact ↗ 2025-07-30 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=44735843", "title": "Launch HN: Lucidic (YC W25) – Debug, test, and evaluate AI agents in production", "points": 116, "created_at": "2025-07-30"} observed artifact ↗ 2025-07-30 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=44735843", "title": "Launch HN: Lucidic (YC W25) – Debug, test, and evaluate AI agents in production", "points": 116, "created_at": "2025-07-30"} observed artifact ↗ 2025-07-30 normalized 0.20
description Sail is an AI inference platform optimized for throughput for long-running background and agentic AI workloads, running leading open-source models on demand with $5/mo free credits. observed artifact ↗ 2026-07-14 superseded 0.70
description Sail is the most cost-efficient API for the best open-source models. Pay per token with unbeatable prices, cut costs even further with completion windows, and start with $5 in monthly free credits. observed artifact ↗ 2026-08-24 normalized 0.70
domain www.sailresearch.com observed artifact ↗ 2026-07-14 normalized 0.95
funding.round.amount_usd 80000000 observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.announced_on 2026-06-25 observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.lead_investors ["Kleiner Perkins", "Sequoia"] observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.source_url https://siliconangle.com/2026/06/25/sail-research-raises-80m-optimize-long-horizon-ai-agents/ observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.stage series_a observed artifact ↗ 2026-07-14 normalized 0.90
gate.accumulation {"outcome": "document_created", "obs_count": 17, "source_id": "01KXZM8ZY1FH153XQVAJS2FYGC", "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 80000000 derived calc 2026-07-14 derived 0.90
metric.venture.funding_recency_days 19.5764 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 19.5777 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 19.6306 derived calc 2026-07-14 superseded 0.90
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metric.venture.funding_recency_days 19.6786 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 21.1617 derived calc 2026-07-16 superseded 0.90
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metric.venture.funding_recency_days 21.4789 derived calc 2026-07-16 superseded 0.90
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metric.venture.funding_recency_days 23.9566 derived calc 2026-07-18 superseded 0.90
metric.venture.funding_recency_days 25.4751 derived calc 2026-07-20 superseded 0.90
metric.venture.funding_recency_days 29.2519 derived calc 2026-07-24 superseded 0.90
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