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Diligence memoA one-page analyst read on 3D-16 Llc — recommendation, valuation, rhythm, risks.→3D-16 Llc looks fair against its niche peers and is at-risk on financing cadence.
Synthesized from the figures below est. — every claim rests on a number shown on this page.
Analyst read est. — computed against this company's niche peers in the same era. Inputs shown; not a quoted figure.
Procedural diagnosis est. — rule-based common-sense checks over the filing pattern, issuer name, activity cadence, and surfaced operating evidence.
3D-16 Llc behaves more like a recurring private-offering issuer than a conventional venture-backed operating company.
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.
3D-16 Llc is one of 25008 Other companies tracked from LITCHFIELD. By capital raised it ranks in the long tail (ahead of 25% 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.
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.
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.
Stages are modeled from round size (public records carry no series label). Ladder is contiguous — every modeled rung has a record.
Round size and date are reported; the stage label is inferred from round size (latest is Pre-Seed — a round under $1.0M). Valuation is modeled from stage benchmarks. Directional, not a quoted figure.
Not enough modeled valuation points to chart a trajectory.
Benchmarked against 25008 companies in Other. 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.
Raised more than 25% of sector peers (real $). Modeled value above 14% of peers (estimate).
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 #720 of 1,723.
| Company | Stage | Raised · real | Value · est | vs peer med. |
|---|---|---|---|---|
| El American Inc. | Pre-Seed | $1.0M | $11.9M | 5.88× |
| AEA Hope, LLC | Pre-Seed | $1.0M | $11.8M | 5.85× |
| Joy Milk Tea Inc. | Pre-Seed | $1.0M | $11.7M | 5.77× |
| Manage Mindfully, Inc. | Pre-Seed | $1.0M | $11.5M | 5.70× |
| ValiDateMe LLC | Pre-Seed | $1.0M | $11.4M | 5.64× |
| BW-IGC, Inc. | Pre-Seed | $1.0M | $11.3M | 5.58× |
| Phoenix Asset Recovery Corp | Pre-Seed | $1.0M | $11.3M | 5.58× |
| Hge Fic N Llc | Pre-Seed | $1.0M | $10.7M | 5.28× |
| Isegoria, Inc | Pre-Seed | $1.0M | $10.6M | 5.26× |
| Brookstone VC Blaze, LLC | Pre-Seed | $961K | $10.5M | 5.20× |
| Supreme Colas LLC | Pre-Seed | $1.0M | $10.5M | 5.18× |
| Asian Court Holdings, Inc. | Pre-Seed | $897K | $10.5M | 5.18× |
| 3D-16 Llc this company | Pre-Seed | $530K | $2.5M | 1.21× |
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.
| Stage | Amount · real | Announced | Post-money · est | Value · est | Conf. |
|---|---|---|---|---|---|
| Pre-Seed | $530K | 2024-03-01 | $2.9M | $2.5M | 90% |
Step-up, pace versus the sector's normal cadence, and revenue/exemption moves — read straight from the reported round facts reported.
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.
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.
| Person | Role | Also runs | Tied since |
|---|---|---|---|
| Gabriel A. Olson | — | 12 other | 2024-03 |
| Jeffery A Huston | — | 1 other | 2024-03 |
3D-16 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.
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.
| Company | Sector | Stage | Raised · real | Value · est | Why similar |
|---|---|---|---|---|---|
| 3D-3 Llc | Other | Pre-Seed | $135K | $1.9M | network2 shared operators · same sector · same stage |
| 3D-15, Llc | Other | Pre-Seed | $585K | $3.2M | network1 shared operator · same sector · same stage |
| 3D Money Llc | Other | Pre-Seed | $650K | $432K | network1 shared operator · same sector · same stage |
| 3D-17 Llc | Other | Pre-Seed | $316K | $1.3M | network1 shared operator · same sector · same stage |
| 3D-12 Llc | Other | Pre-Seed | $284K | $2.7M | network1 shared operator · same sector · same stage |
| 3D-13 Llc | Other | Pre-Seed | $250K | $2.0M | network1 shared operator · same sector · same stage |
| 3D-P1 Llc | Other | Pre-Seed | $201K | $453K | network1 shared operator · same sector · same stage |
| 3D-20 Llc | Other | Pre-Seed | $191K | $550K | network1 shared operator · same sector · same stage |
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.
| Company | Sector | Stage | Value · est | Match |
|---|---|---|---|---|
| 3D-17 Llc | Other | Pre-Seed | $1.3M | 90% |
| 3D-3 Llc | Other | Pre-Seed | $1.9M | 89% |
| 3D-4 Llc | Other | Pre-Seed | $1.1M | 89% |
| 3D-20 Llc | Other | Pre-Seed | $550K | 88% |
| 3D-21 Llc | Other | Pre-Seed | $329K | 88% |
| 3D-12 Llc | Other | Pre-Seed | $2.7M | 87% |
| 3D-19 Llc | Other | Pre-Seed | $397K | 87% |
| 3D-13 Llc | Other | Pre-Seed | $2.0M | 87% |
See where 3D-16 Llc sits in the wider market — its sector, location and stage cohorts, each with their own leaderboards and capital-flow timelines.
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