Companies104 Funding$41.8B Rounds76 ▼1 mo Investors69 Eng roles4177 ● data fresh
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Sail Research

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Sail Research

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Sail is the most cost-efficient API for the best open-source models. Sail now has the best direct API pricing in the world for DeepSeek V4.1 Flash: 3.3x less for realtime, 6x less for async vs. other observed

fresh · evidence 9d ago 13 sources no confidence data

In: AI inference & serving

52.2/100
Venture signal
scored above 59% of early 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
$80M
2026-06-25
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings
Commercial
public pricing
homepage

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).

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

9 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
52/100
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.
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 52.2/100 for sail-research, composed from 2 of 4 components (emerging formula), discounted ×0.85 for 50% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.2 0.6948 0.139
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.

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
2026-06-25
Money moved on or after
2026-06-25
Total reported by
not established
Basis
reported round

A reported round dated 2026-06-25 by its own source.

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 Modal 1 shared kleiner-perkins
Raw observations 595 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 superseded 0.20
community.hn.max_points 448 observed artifact ↗ 2026-09-21 superseded 0.20
community.hn.max_points 226 observed artifact ↗ 2026-09-28 superseded 0.20
community.hn.max_points 0 observed artifact ↗ 2026-10-08 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 superseded 0.20
community.hn.mentions 27 observed artifact ↗ 2026-09-21 superseded 0.20
community.hn.mentions 0 observed artifact ↗ 2026-10-08 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 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=38971966", "title": "Show HN: Marimo – an open-source reactive notebook for Python", "points": 448, "created_at": "2024-01-12"} observed artifact ↗ 2024-01-12 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=49837006", "title": "Show HN: Koi.rest – watch some fish and regain your balance", "points": 226, "created_at": "2026-09-24"} observed artifact ↗ 2026-09-24 superseded 0.20
community.hn.top_story {} observed artifact ↗ 2026-10-08 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 superseded 0.70
description Sail is the most cost-efficient API for the best open-source models. Sail now has the best direct API pricing in the world for DeepSeek V4.1 Flash: 3.3x less for realtime, 6x less for async vs. other observed artifact ↗ 2026-10-08 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
metric.venture.funding_recency_days 19.6339 derived calc 2026-07-14 superseded 0.90
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
metric.venture.funding_recency_days 21.3333 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 21.3402 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 21.4789 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 21.649 derived calc 2026-07-16 superseded 0.90
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
metric.venture.funding_recency_days 29.6171 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 29.9739 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 30.0554 derived calc 2026-07-25 superseded 0.90
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metric.venture.funding_recency_days 30.0815 derived calc 2026-07-25 superseded 0.90
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metric.venture.funding_recency_days 44.7813 derived calc 2026-08-08 superseded 0.90
metric.venture.funding_recency_days 52.2408 derived calc 2026-08-16 superseded 0.90
metric.venture.funding_recency_days 52.6876 derived calc 2026-08-16 superseded 0.90
metric.venture.funding_recency_days 53.2363 derived calc 2026-08-17 superseded 0.90
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metric.venture.funding_recency_days 60.3939 derived calc 2026-08-24 superseded 0.90
metric.venture.funding_recency_days 60.4533 derived calc 2026-08-24 superseded 0.90
metric.venture.funding_recency_days 60.5227 derived calc 2026-08-24 superseded 0.90
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metric.venture.funding_recency_days 60.8206 derived calc 2026-08-24 superseded 0.90
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metric.venture.funding_recency_days 60.9996 derived calc 2026-08-24 superseded 0.90
metric.venture.funding_recency_days 61.0597 derived calc 2026-08-25 superseded 0.90
metric.venture.funding_recency_days 61.1195 derived calc 2026-08-25 superseded 0.90
metric.venture.funding_recency_days 61.1795 derived calc 2026-08-25 superseded 0.90
metric.venture.funding_recency_days 61.2392 derived calc 2026-08-25 superseded 0.90
metric.venture.funding_recency_days 61.2997 derived calc 2026-08-25 superseded 0.90
metric.venture.funding_recency_days 61.366 derived calc 2026-08-25 superseded 0.90
metric.venture.funding_recency_days 61.426 derived calc 2026-08-25 superseded 0.90
metric.venture.funding_recency_days 61.4861 derived calc 2026-08-25 superseded 0.90
metric.venture.funding_recency_days 61.5508 derived calc 2026-08-25 superseded 0.90
metric.venture.funding_recency_days 61.6109 derived calc 2026-08-25 superseded 0.90
metric.venture.funding_recency_days 61.671 derived calc 2026-08-25 superseded 0.90
metric.venture.funding_recency_days 61.7312 derived calc 2026-08-25 superseded 0.90
metric.venture.funding_recency_days 61.7913 derived calc 2026-08-25 superseded 0.90
metric.venture.funding_recency_days 61.8514 derived calc 2026-08-25 superseded 0.90
metric.venture.funding_recency_days 61.9116 derived calc 2026-08-25 superseded 0.90
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