Companies · Software / Tech

Leyden Analytics, LLC

Harrisonburg · Software / Tech · refined from filed group “Other Technology

Diligence memoA one-page analyst read on Leyden Analytics, LLC — recommendation, valuation, rhythm, risks.
$2.1M
Total raised · real
4
Rounds
1.1×
Latest step-up
Top 67%
Sector rank · raised
Pre-Seed
Latest stage · inferred · Wed Dec 03 2025 00:00:00 GMT+0000 (Coordinated Universal Time)

Leyden Analytics, LLC looks fair against its niche peers and is active on financing cadence.

Synthesized from the figures below est. — every claim rests on a number shown on this page. Valuation uses the technology sector profile.

Analyst read est. — computed against this company's niche peers in the same era. Inputs shown; not a quoted figure.

Fair
  • Modeled value is 0.76× the median modeled value of Pre-Seed Software / Tech companies in 2025–2027 (105 peers) — value vs value, same stage and era.
  • Within the normal band (76% of peer median) for its niche.
Active
  • Last raise 7 mo ago; this sector typically re-raises about every 13 months.
  • Raising on or ahead of the sector's normal rhythm.

Procedural diagnosis est. — rule-based common-sense checks over the filing pattern, issuer name, activity cadence, and surfaced operating evidence.

Issuer-vehicle patternmedium confidence

Leyden Analytics, LLC behaves more like a recurring private-offering issuer than a conventional venture-backed operating company.

Issuer structure
Company-like
No recurring-offering pattern strong enough to override normal financing interpretation.
Lifecycle
2.6 yr record
Peak capital year was 2024 with $1.5M across 2 filings.
Market position
ahead of 34% of Software / Tech peers
Capital scale is ahead of 34% of Software / Tech peers; modeled value is above 4% of peers by modeled value. Large capital with mid-pack modeled value can signal an issuer/program profile rather than operating-company growth.
Valuation reliability
Normal applicability
Stage/dilution valuation models are weakest when the issuer is broad-sector, recurring, or vehicle-like.
Operating evidence
Sparse
No clear CEO/founder/principal role is surfaced, so operating-company confidence is lower.
Data quality
Needs review
Row-level filing totals differ from canonical totals, so amendment/superseded filtering should be checked.
What triggered this
  • Legal name looks like an issuer vehicle rather than a product company.
  • No clearly named CEO/founder/principal role in the public records surfaced here.
  • No verified homepage on the profile yet.
  • Capital program peaked in 2024: $1.5M across 2 filings.
  • Largest single filing was $975K on 2024-06-06.
  • Filing rows sum to $2.9M, while canonical raised total is $2.1M; likely amendments/superseded rows are mixed into the detail view.
How to read the page
  • Read this less like a startup funding journey and more like a capital-raising program.
  • Stage-based valuation and peer labels have lower applicability for this pattern.
  • Canonical filtering should be tightened before using row-level totals for diligence.
Leadership

No named principal in this company's public records yet — see all operators below.

Explore how these operators interlock with other companies in the operator network.

Where it sits in Software / Tech

Leyden Analytics, LLC is one of 3920 Software / Tech companies tracked from Harrisonburg. By capital raised it ranks in the long tail (ahead of 34% of sector peers), and in the long tail by modeled valuation est..

Ranking is computed against this company's own sector cohort — reported capital is fact; valuation tiers are modeled.

As reported in public records reported — not modeled.

US
Jurisdiction
$0–$1M
Issuer revenue
Rule 506(b)
Reg D exemption
2
Investors (latest)
2023
Year incorporated
2025-12-03
First sale
Amount raised vs valuation, by round

Solid bars are reported offering amounts reported; hatched bars are the modeled post-money valuation est. — both on one shared scale so you can read raise-vs-worth at each round directly. Use the toggles to overlay data labels and the niche-peer / market average value lines.

Amount raised · realModeled valuation · estCumulative funded · real
$0$1.3M$2.5M$3.8M$5.0MPre-Seed · 2023-11-29 Raised $470K (real) Modeled valuation $3.1M (est)$470K$3.1MPre-Seed2023Pre-Seed · 2024-06-06 Raised $975K (real) Modeled valuation $4.9M (est)$975K$4.9MPre-Seed2024Pre-Seed · 2024-06-06 Raised $500K (real) Modeled valuation $2.5M (est)$500K$2.5MPre-Seed2024Pre-Seed · 2025-06-09 Raised $290K (real) Modeled valuation $842K (est)$290K$842KPre-Seed2025Pre-Seed · 2025-06-09 Raised $290K (real) Modeled valuation $842K (est)$290K$842KPre-Seed2025Pre-Seed · 2025-12-03 Raised $332K (real) Modeled valuation $741K (est)$332K$741KPre-Seed2025+$975K+$500K+$290K+$290K+$332KCumulative $2.9M

The line shows cumulative reported funding over the period; + labels show new capital added between points when there is room. Toggle on-bar figures, plus the niche-peer and market averages, to read this company against its cohort. Benchmarks are modeled medians.

Financing ladder & sequence gaps
Pre-Seed$470K · 2023
Pre-Seed extension$975K · 2024
Pre-Seed extension$500K · 2024
Pre-Seed extension$290K · 2025
Pre-Seed extension$290K · 2025
Pre-Seed extension$332K · 2025

Stages are modeled from round size (public records carry no series label). Ladder is contiguous — every modeled rung has a record.

Modeled valuation trajectory
$741K
Base estimate est.
$217K
Conservative case
$1.6M
Upside case
$1.8M
Modeled post-money

Round size and date are reported; the stage label is inferred from round size (latest is Pre-Seeda round under $1.0M). Valuation is modeled from stage benchmarks scaled by the technology sector profile. Directional, not a quoted figure.

Pre-Seed · modeled $3.1M · 2023-11-292023Pre-Seed · modeled $4.9M · 2024-06-06Pre-Seed · modeled $2.5M · 2024-06-06Pre-Seed · modeled $842K · 2025-06-09Pre-Seed · modeled $842K · 2025-06-09Pre-Seed · modeled $741K · 2025-12-032025
Model inputs · modeled:benchmark-stage-stepup-v1
18%
Dilution assumption
Implied ownership sold in the financing.
29%
Survival probability
12% low · 54% high
1.72×/yr
Annual markup
2.33×/yr upside case
0.6 yr
Elapsed time used
0.6 yr actual, capped for stale marks
technology
Sector profile
Adjusts growth and survival by industry.
Financing rhythm
5 mo
Avg between rounds
$1.0M/yr
Capital velocity
2.6 yr
On record since
2023
First round
6
Rounds on file
How it compares to the market

Benchmarked against 3920 companies in Software / Tech. Each bar is a median (the middle company, not an average — outliers don't skew it). Two yardsticks: real money raised (reported on Form D) and modeled value (our estimate est.). These are whole-sector medians across all stages, except the per-stage row.

Total raised — vs sector median (real $, all stages) 0.4× of median
This company$2.1M
Sector median$4.6M
Latest round — vs other Pre-Seed rounds in sector (real $, this stage) 0.9× of median
This company$332K
Sector median$350K
Modeled value — vs sector median (estimate, all stages) 0.0× of median
This company$741K
Sector median$36.6M

Raised more than 34% of sector peers (real $). Modeled value above 4% of peers (estimate).

Niche peers — same stage & era

A tighter cohort than the sector chart above — only companies at the same stage (Pre-Seed) that last raised in the same ~3-year era, ranked by modeled value est. (not money raised). This is the exact set the analyst read compares against, so a like-for-like cohort is what makes "over/under-valued" meaningful. This company ranks #65 of 105.

This companyCohort peer
$100K$1.0M$10.0M$100K$1.0M$10.0MCapital raised (log)1486 Labs LLC · Pre-Seed Raised $1.6M · modeled $3.6M (est)Imagen Digital Dentistry Support Services, LLC · Pre-Seed Raised $954K · modeled $3.1M (est)Quarion Technology Inc. · Pre-Seed Raised $923K · modeled $3.0M (est)3rd-i Technology, Inc. · Pre-Seed Raised $830K · modeled $2.7M (est)Simulacra Data, Inc. · Pre-Seed Raised $750K · modeled $2.7M (est)ForwardX Technology Inc. · Pre-Seed Raised $1000K · modeled $2.5M (est)OLI Technologies, Inc. · Pre-Seed Raised $700K · modeled $2.4M (est)OSN Technologies Corp. · Pre-Seed Raised $1.7M · modeled $2.4M (est)Collage Labs Inc. · Pre-Seed Raised $970K · modeled $2.3M (est)Obelisk Tech Systems Inc. · Pre-Seed Raised $1.0M · modeled $2.2M (est)Green House Data Holding Company, LLC · Pre-Seed Raised $650K · modeled $2.2M (est)Nessa Labs, Inc. · Pre-Seed Raised $750K · modeled $2.2M (est)Leyden Analytics, LLC (this company) Raised $2.1M · modeled $741K (est)Leyden Analytics, LLC
CompanyStageRaised · realValue · estvs peer med.
1486 Labs LLCPre-Seed$1.6M$3.6M3.73×
Imagen Digital Dentistry Support Services, LLCPre-Seed$954K$3.1M3.16×
Quarion Technology Inc.Pre-Seed$923K$3.0M3.06×
3rd-i Technology, Inc.Pre-Seed$830K$2.7M2.74×
Simulacra Data, Inc.Pre-Seed$750K$2.7M2.71×
ForwardX Technology Inc.Pre-Seed$1000K$2.5M2.61×
OLI Technologies, Inc.Pre-Seed$700K$2.4M2.49×
OSN Technologies Corp.Pre-Seed$1.7M$2.4M2.45×
Collage Labs Inc.Pre-Seed$970K$2.3M2.38×
Obelisk Tech Systems Inc.Pre-Seed$1.0M$2.2M2.27×
Green House Data Holding Company, LLCPre-Seed$650K$2.2M2.26×
Nessa Labs, Inc.Pre-Seed$750K$2.2M2.24×
Leyden Analytics, LLC this companyPre-Seed$2.1M$741K0.76×
Full financing history

Stage is inferred from round size est., not reported on the filing — a round's dollar size maps to a bucket: Pre-Seed <$1.0M · Seed $1.0M–$4.0M · Series A $4.0M–$15M · Series B $15M–$40M · Series C $40M–$100M · Series D+ $100M–$400M · Growth/Late >$400M.

StageAmount · realAnnouncedPost-money · estValue · estConf.
Pre-Seed$470K2023-11-29$2.6M$3.1M90%
Pre-Seed$975K2024-06-06$5.4M$4.9M90%
Pre-Seed$500K2024-06-06$2.8M$2.5M90%
Pre-Seed$290K2025-06-09$1.6M$842K90%
Pre-Seed$290K2025-06-09$1.6M$842K90%
Pre-Seed$332K2025-12-03$1.8M$741K90%
What happened at each round

Step-up, pace versus the sector's normal cadence, and revenue/exemption moves — read straight from the reported round facts reported.

  1. Pre-Seed$470K2023-11-29
    • First recorded raise — entered as Pre-Seed.
    • 3 investors on this round.
  2. Pre-Seed$975K2024-06-06
    • Came back fast: 6 mo vs the ~13 mo sector norm.
    • Round 2.1× larger than the prior — scaling up.
    • 10 investors on this round.
  3. Pre-Seed$500K2024-06-06
    • Filed alongside the prior round (same month) — likely a tranche or amendment.
    • Round 2.0× smaller than the prior — bridge or down round.
    • Switched to Rule 04.1 (was Rule 506(b)).
    • 5 investors on this round.
  4. Pre-Seed$290K2025-06-09
    • Raised 12 mo later, in step with the ~13 mo sector norm.
    • Round 1.7× smaller than the prior — bridge or down round.
    • 4 investors on this round.
  5. Pre-Seed$290K2025-06-09
    • Filed alongside the prior round (same month) — likely a tranche or amendment.
    • Round roughly the size of the prior one.
    • Switched to Rule 506(b) (was Rule 04.1).
    • 4 investors on this round.
  6. Pre-Seed$332K2025-12-03
    • Came back fast: 6 mo vs the ~13 mo sector norm.
    • Round roughly the size of the prior one.
    • 2 investors on this round.
Intelligence
2026 ~Q2
Modeled next raise · ~5mo cadence
$380K
Modeled next size est.range $332K$608K
1.1×
Last step-up
$1.0M/yr
Capital velocity

Predictive signals are modeled est. from this company's own cadence and step-up, plus sector benchmarks — directional, not advice. Peer set and a CSV export live in your analyst workspace.

Key people & operators

Officers, directors and promoters named in this company's public recordsreported — the people who run it (not its investors). "Also runs" counts come from name-matching across all records, so verify before acting.

PersonRoleAlso runsTied since
Andrew A Yoder1 other2023-11
Hugh A Stoll1 other2023-11
Ray F Garman1 other2023-11
Hugh Stoll2025-06
Ray Garman2025-06
Rich Robison2025-06
Rich R Robison2023-11
Thane J Hostetler2023-11
Registry & provenance

Leyden Analytics, LLC is an official record sourced from the U.S. Securities and Exchange Commission (SEC). U.S. data is aggregated from SEC Form D filings.

United States
Country of record
US
Jurisdiction
2021940
SEC CIK
2023
Incorporated
Similar companies

Nearest neighbours across the whole database — matched on sector, stage and capital scale, and on shared operators (officers or directors named at both companies in public filings). A discovery shortlist, not a valuation cohort — verify before acting, the same way modeled figures are directional.

CompanySectorStageRaised · realValue · estWhy similar
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Arti Analytics, Inc.Software / TechPre-Seed$1.6M$933Ksame sector · same stage
Micromem Technologies IncSoftware / TechPre-Seed$2.8M$420Ksame sector · same stage
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Semantically similar

Matched by meaning, not labels — a local language model reads each company's name, sector and description and ranks the closest in that learned space. This catches look-alikes that cross sector boundaries; the structured list above explains its matches, this one trusts the text. Directional, like every modeled signal here.

CompanySectorStageValue · estMatch
Radial Analytics, Inc.Software / TechPre-Seed$26.5M87%
Pinpoint Analytics Inc.Software / TechSeed$5.9M86%
MMS Analytics, Inc.Software / TechSeed$2.6M86%
KBS Analytics LLCSoftware / TechSeries A$74.4M86%
Edj Analytics, LLCSoftware / TechSeed$74.6M86%
Analytics Services, LLCSoftware / TechSeed$29.2M86%
DV Analytics, LLCSoftware / TechSeed$12.9M86%
Revenue Analytics, Inc.Software / TechSeries A$305.1M86%
Frequently asked
How much funding has Leyden Analytics, LLC raised?
Leyden Analytics, LLC has raised approximately $2.1M in disclosed capital across 4 recorded financing rounds, aggregated from public filings.
What is Leyden Analytics, LLC's estimated valuation?
Provath's modeled valuation for Leyden Analytics, LLC is approximately $741K (modeled range $217K–$1.6M). This is an algorithmic estimate derived from round sizes and same-niche peers — not a quoted or reported figure.
What funding stage is Leyden Analytics, LLC at?
Leyden Analytics, LLC's latest modeled financing stage is Pre-Seed. Its most recent recorded round closed around Wed Dec 03.
What does Leyden Analytics, LLC do and where is it based?
Leyden Analytics, LLC operates in the Software / Tech sector, based in Harrisonburg.
Explore related

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