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

Gimlet Labs

fresh

Gimlet Labs

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Gimlet Labs is an applied research lab focused on building high performance AI systems. observed

fresh · evidence 9d ago 12 sources 48% confidence
35.5/100
Venture signal
scored above 17% 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
$300M
2026-09-04
Adoption
no signal
downloads / week
Developer
10
momentum / 100
Hiring
no board
eng openings
Commercial
sales-led
homepage

New infrastructure surfaces

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

app.gimletlabs.ai product surface 09-30 dev.gimletlabs.ai 09-30

Traction

Current round

Opportunity & risk

↗ Strongest signal: funding_magnitude (12% of the score).

↓ Scored on 3 of 4 components — adoption had no computable metric; confidence 0.48.

7 independent sources 0 promoted signals inspect the evidence →

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

13 claims on record 0 verified 0 contradicted 13 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
36/100
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 2 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 3 of 4 signals present ▾
Primary language
Python observed
GitHub stars
2 observed
Forks
0 observed
Weekly downloads (npm)
not provided
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_b observed stale
Timeline 1 events ▾
  1. 2026-09-04 series_b · $300M

Evidence & scoring

Why this score? none_required ▾

VentureSignalScore 35.5/100 for gimlet-labs, composed from 3 of 4 components (ai_infra formula), discounted ×0.88 for 60% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.1 0.8875 0.0888
funding_magnitude 0.15 0.7908 0.1186
developer 0.35 0.1 0.035

Evidence this score rests on

Capital timeline every dated signal, across tiers

  1. rumor Gimlet's Series B ↗
  2. reported $300M reported (series b) ↗

Narrative vs. reality No SEC filing found for this round

Reported narrative · Tier 2
$300M series b
announced 2026-09-04 · 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
2026-09-04
Money moved on or after
2026-09-04
Total reported by
not established
Basis
reported round

A reported round dated 2026-09-04 by its own source.

Community chatter Hacker News · Tier 3 · unverified manip. risk elevated · 0.25

Gray-market attention, not quality. 1+ HN mentions (peak 10 points). Claim-shaped headlines are rumors until corroborated — a Tier-3 factual claim carries no evidentiary weight on its own. Risk drivers: no primary-source corroboration. ▲ 10 Gimlet's Series B 2026-09-04 ↗

Raw observations 218 records ▾
AttributeValueKindSourceObservedStateConf.
ai.document.claims {"claims": [{"claim": "Gimlet Labs is an applied research lab dedicated to envisioning the next generation of computing systems for AI workloads.", "quote": "Gimlet is an applied research lab dedicate observed artifact ↗ 2026-09-30 promoted 0.50
common_name Gimlet Labs observed artifact ↗ 2026-09-28 normalized 0.90
common_name Gimlet Labs observed artifact ↗ 2026-09-30 normalized 0.60
community.hn.max_points 187 observed artifact ↗ 2026-09-28 superseded 0.20
community.hn.max_points 10 observed artifact ↗ 2026-10-08 normalized 0.20
community.hn.mentions 11 observed artifact ↗ 2026-09-28 superseded 0.20
community.hn.mentions 1 observed artifact ↗ 2026-10-08 normalized 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=49571255", "title": "Gimlet's Series B", "points": 10, "created_at": "2026-09-04", "evidence_type": "rumor", "verification_status": "unverified"}] observed artifact ↗ 2026-09-04 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=49571255", "title": "Gimlet's Series B", "points": 10, "created_at": "2026-09-04", "evidence_type": "rumor", "verification_status": "unverified"}] observed artifact ↗ 2026-09-04 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=49571255", "title": "Gimlet's Series B", "points": 10, "created_at": "2026-09-04", "evidence_type": "rumor", "verification_status": "unverified"}] observed artifact ↗ 2026-09-04 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=45118111", "title": "Speeding up PyTorch inference on Apple devices with AI-generated Metal kernels", "points": 187, "created_at": "2025-09-03"} observed artifact ↗ 2025-09-03 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=49571255", "title": "Gimlet's Series B", "points": 10, "created_at": "2026-09-04"} observed artifact ↗ 2026-09-04 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=49571255", "title": "Gimlet's Series B", "points": 10, "created_at": "2026-09-04"} observed artifact ↗ 2026-09-04 normalized 0.20
description Gimlet Labs is an applied research lab focused on building high performance AI systems. observed artifact ↗ 2026-09-30 normalized 0.70
domain gimletlabs.ai observed artifact ↗ 2026-09-30 normalized 0.95
funding.round.amount_usd 300000000 observed artifact ↗ 2026-09-04 normalized 0.90
funding.round.announced_on 2026-09-04 observed artifact ↗ 2026-09-04 normalized 0.90
funding.round.lead_investors [] observed artifact ↗ 2026-09-04 normalized 0.90
funding.round.source_url https://siliconangle.com/2026/09/04/gimlet-labs-nabs-300m-for-its-disaggregated-inference-platform/ observed artifact ↗ 2026-09-04 normalized 0.90
funding.round.stage series_b observed artifact ↗ 2026-09-04 normalized 0.90
gate.accumulation {"outcome": "document_created", "obs_count": 30, "source_id": "01M3SQ9FGVHMPDE46Y5EZV26VY", "trigger_path": "accumulation_gate", "collector_count": 4, "artifact_collector": "website_collector"} observed artifact ↗ 2026-09-30 normalized 0.60
github.repository.archived false observed artifact ↗ 2026-09-30 normalized 0.90
github.repository.created_at 2025-05-21T01:50:53Z observed artifact ↗ 2026-09-30 normalized 0.90
github.repository.default_branch main observed artifact ↗ 2026-09-30 normalized 0.90
github.repository.disabled false observed artifact ↗ 2026-09-30 normalized 0.90
github.repository.forks 0 observed artifact ↗ 2026-09-30 normalized 0.60
github.repository.full_name gimletlabs/embedding-tuning observed artifact ↗ 2026-09-30 normalized 0.90
github.repository.license Apache-2.0 observed artifact ↗ 2026-09-30 normalized 0.90
github.repository.open_issues 0 observed artifact ↗ 2026-09-30 normalized 0.60
github.repository.primary_language Python observed artifact ↗ 2026-09-30 normalized 0.90
github.repository.pushed_at 2025-05-21T01:56:16Z observed artifact ↗ 2026-09-30 normalized 0.90
github.repository.stars 2 observed artifact ↗ 2026-09-30 normalized 0.60
github.repository.topics [] observed artifact ↗ 2026-09-30 normalized 0.90
github.repository.updated_at 2026-05-26T18:49:03Z observed artifact ↗ 2026-09-30 normalized 0.90
github.repository.url https://github.com/gimletlabs/embedding-tuning observed artifact ↗ 2026-09-30 normalized 0.90
github.repository.visibility public observed artifact ↗ 2026-09-30 normalized 0.90
metric.developer.fork_ratio 0 derived calc 2026-09-30 derived 0.60
metric.developer.push_recency_days 497.6621 derived calc 2026-09-30 superseded 0.90
metric.developer.push_recency_days 497.6672 derived calc 2026-09-30 superseded 0.90
metric.developer.push_recency_days 497.8872 derived calc 2026-09-30 superseded 0.90
metric.developer.push_recency_days 498.2599 derived calc 2026-10-01 superseded 0.90
metric.developer.push_recency_days 498.3019 derived calc 2026-10-01 superseded 0.90
metric.developer.push_recency_days 498.416 derived calc 2026-10-01 superseded 0.90
metric.developer.push_recency_days 498.6597 derived calc 2026-10-01 superseded 0.90
metric.developer.push_recency_days 498.7274 derived calc 2026-10-01 superseded 0.90
metric.developer.push_recency_days 505.8084 derived calc 2026-10-08 superseded 0.90
metric.developer.push_recency_days 506.2287 derived calc 2026-10-09 superseded 0.90
metric.developer.push_recency_days 506.3276 derived calc 2026-10-09 superseded 0.90
metric.developer.push_recency_days 506.8014 derived calc 2026-10-09 superseded 0.90
metric.developer.push_recency_days 506.8885 derived calc 2026-10-09 superseded 0.90
metric.developer.push_recency_days 506.9753 derived calc 2026-10-10 superseded 0.90
metric.developer.push_recency_days 507.0631 derived calc 2026-10-10 superseded 0.90
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metric.developer.push_recency_days 507.2487 derived calc 2026-10-10 superseded 0.90
metric.developer.push_recency_days 507.3551 derived calc 2026-10-10 superseded 0.90
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metric.developer.push_recency_days 507.54 derived calc 2026-10-10 superseded 0.90
metric.developer.push_recency_days 507.6274 derived calc 2026-10-10 superseded 0.90
metric.developer.push_recency_days 507.7162 derived calc 2026-10-10 superseded 0.90
metric.developer.push_recency_days 507.7705 derived calc 2026-10-10 superseded 0.90
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metric.developer.push_recency_days 510.0313 derived calc 2026-10-13 superseded 0.90
metric.developer.push_recency_days 510.121 derived calc 2026-10-13 superseded 0.90
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metric.developer.push_recency_days 511.3145 derived calc 2026-10-14 superseded 0.90
metric.developer.push_recency_days 511.4072 derived calc 2026-10-14 superseded 0.90
metric.developer.push_recency_days 511.5167 derived calc 2026-10-14 superseded 0.90
metric.developer.push_recency_days 511.6117 derived calc 2026-10-14 superseded 0.90
metric.developer.push_recency_days 511.7091 derived calc 2026-10-14 superseded 0.90
metric.developer.push_recency_days 511.8043 derived calc 2026-10-14 superseded 0.90
metric.developer.push_recency_days 511.8996 derived calc 2026-10-14 superseded 0.90
metric.developer.push_recency_days 511.9967 derived calc 2026-10-15 derived 0.90
metric.developer.repo_age_days 497.6659 derived calc 2026-09-30 superseded 0.90
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metric.developer.repo_age_days 507.72 derived calc 2026-10-10 superseded 0.90
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metric.developer.repo_age_days 507.9617 derived calc 2026-10-11 superseded 0.90
metric.developer.repo_age_days 508.0311 derived calc 2026-10-11 superseded 0.90
metric.developer.repo_age_days 508.0316 derived calc 2026-10-11 superseded 0.90
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metric.developer.repo_age_days 508.0805 derived calc 2026-10-11 superseded 0.90
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metric.developer.repo_age_days 508.4494 derived calc 2026-10-11 superseded 0.90
metric.developer.repo_age_days 508.5387 derived calc 2026-10-11 superseded 0.90
metric.developer.repo_age_days 508.6281 derived calc 2026-10-11 superseded 0.90
metric.developer.repo_age_days 508.7181 derived calc 2026-10-11 superseded 0.90
metric.developer.repo_age_days 508.8098 derived calc 2026-10-11 superseded 0.90
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metric.developer.repo_age_days 509.0768 derived calc 2026-10-12 superseded 0.90
metric.developer.repo_age_days 509.9814 derived calc 2026-10-13 superseded 0.90
metric.developer.repo_age_days 509.9817 derived calc 2026-10-13 superseded 0.90
metric.developer.repo_age_days 510.035 derived calc 2026-10-13 superseded 0.90
metric.developer.repo_age_days 510.1248 derived calc 2026-10-13 superseded 0.90
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metric.developer.repo_age_days 511.5204 derived calc 2026-10-14 superseded 0.90
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metric.developer.repo_age_days 511.7128 derived calc 2026-10-14 superseded 0.90
metric.developer.repo_age_days 511.808 derived calc 2026-10-14 superseded 0.90
metric.developer.repo_age_days 511.9033 derived calc 2026-10-14 superseded 0.90
metric.developer.repo_age_days 512.0004 derived calc 2026-10-15 derived 0.90
metric.venture.funding_amount_usd 300000000 derived calc 2026-09-28 derived 0.90
metric.venture.funding_recency_days 24.9753 derived calc 2026-09-28 superseded 0.90
metric.venture.funding_recency_days 26.6404 derived calc 2026-09-30 superseded 0.90
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metric.venture.funding_recency_days 27.3406 derived calc 2026-10-01 superseded 0.90
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metric.venture.funding_recency_days 27.7404 derived calc 2026-10-01 superseded 0.90
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metric.venture.funding_recency_days 35.4083 derived calc 2026-10-09 superseded 0.90
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metric.venture.funding_recency_days 36.6208 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 36.7082 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 36.797 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 36.8512 derived calc 2026-10-10 superseded 0.90
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metric.venture.funding_recency_days 37.1081 derived calc 2026-10-11 superseded 0.90
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metric.venture.funding_recency_days 37.1573 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 37.1575 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 37.4365 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 37.5264 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 37.6157 derived calc 2026-10-11 superseded 0.90
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metric.venture.funding_recency_days 37.7951 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 37.8868 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 37.9761 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 38.0402 derived calc 2026-10-12 superseded 0.90
metric.venture.funding_recency_days 38.1538 derived calc 2026-10-12 superseded 0.90
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metric.venture.funding_recency_days 39.112 derived calc 2026-10-13 superseded 0.90
metric.venture.funding_recency_days 39.2018 derived calc 2026-10-13 superseded 0.90
metric.venture.funding_recency_days 39.2918 derived calc 2026-10-13 superseded 0.90
metric.venture.funding_recency_days 40.3049 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 40.3953 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 40.4879 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 40.5974 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 40.6925 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 40.7898 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 40.885 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 40.9803 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 41.0774 derived calc 2026-10-15 derived 0.90
score.developer_momentum 9.7 derived calc 2026-09-30 superseded 0.48
score.developer_momentum 9.8 derived calc 2026-10-01 superseded 0.48
score.developer_momentum 9.9 derived calc 2026-10-08 superseded 0.48
score.developer_momentum 10 derived calc 2026-10-11 derived 0.48
score.venture_signal 72 derived calc 2026-09-28 superseded 0.60
score.venture_signal 71.8 derived calc 2026-09-30 superseded 0.60
score.venture_signal 57.5 derived calc 2026-09-30 superseded 0.38
score.venture_signal 57.4 derived calc 2026-09-30 superseded 0.38
score.venture_signal 36 derived calc 2026-10-01 superseded 0.35
score.venture_signal 35.7 derived calc 2026-10-08 superseded 0.35
score.venture_signal 35.6 derived calc 2026-10-11 superseded 0.35
score.venture_signal 35.7 derived calc 2026-10-11 superseded 0.35
score.venture_signal 35.6 derived calc 2026-10-13 superseded 0.35
score.venture_signal 35.5 derived calc 2026-10-15 derived 0.35
sector ai_infra derived calc 2026-10-01 normalized 0.85
source.document.reference {"kind": "document", "title": "gimlet-labs: Gimlet Labs", "source_id": "01M3SQ9FGVHMPDE46Y5EZV26VY", "extract_ref": "artifact:sha256:01d4aa8399a26c860539f6890b1f0b6dfdb6c029745bf4d55ff04b90c74224d5", observed artifact ↗ 2026-09-30 normalized 0.95
website_url https://gimletlabs.ai observed enrichment 2026-09-30 normalized 0.75
website_url https://gimletlabs.ai observed artifact ↗ 2026-09-30 normalized 0.95
website.homepage.has_pricing_link false observed artifact ↗ 2026-09-30 normalized 0.80