Companies · Other
SAN FRANCISCO · Other
Diligence memoA one-page analyst read on Weights & Biases, Inc. — recommendation, valuation, rhythm, risks.→Weights & Biases, Inc. looks fair against its niche peers and is dormant 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.
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.
Weights & Biases, Inc. is one of 25008 Other companies tracked from SAN FRANCISCO. By capital raised it ranks among the largest (ahead of 93% of sector peers), and among the largest 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). No record for: Pre-Seed, Seed, Series A, Series B — the company may have raised it under a different exemption, merged it into an adjacent record, or skipped it. Sequence completeness: 20%.
Round size and date are reported; the stage label is inferred from round size (latest is Series C — a $40M–$100M round). 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 93% of sector peers (real $). Modeled value above 94% of peers (estimate).
A tighter cohort than the sector chart above — only companies at the same stage (Series C) 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 #117 of 192.
| Company | Stage | Raised · real | Value · est | vs peer med. |
|---|---|---|---|---|
| Wild Type, Inc. | Series C | $115.6M | $1.2B | 2.33× |
| Thingy Thing Inc. | Series C | $118.4M | $1.2B | 2.26× |
| Intelycare, Inc. | Series C | $142.1M | $1.2B | 2.20× |
| CertiK Global Ltd. | Series C | $233.4M | $1.1B | 2.00× |
| Ivanhoe Electric Inc. | Series C | $157.6M | $1.0B | 1.95× |
| Social Life Network, Inc. | Series C | $202.1M | $1.0B | 1.91× |
| Ecoark Holdings, Inc. | Series C | $109.6M | $1.0B | 1.88× |
| Marcella Golf Club LLC | Series C | $100.0M | $1.0B | 1.88× |
| IAFD Holdings, LP | Series C | $88.4M | $998.9M | 1.87× |
| CRB Topco LLC | Series C | $98.7M | $995.4M | 1.86× |
| Alera Group Ultimate Holdings, LLC | Series C | $100.0M | $992.9M | 1.86× |
| Redwire Corp | Series C | $80.8M | $971.2M | 1.82× |
| Weights & Biases, Inc. this company | Series C | $50.0M | $472.7M | 0.88× |
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. |
|---|---|---|---|---|---|
| Series C | $50.0M | 2023-06-29 | $333.3M | $472.7M | 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 |
|---|---|---|---|
| Dan Scholnick | — | 8 other | 2023-06 |
| George Mathew | — | 6 other | 2023-06 |
| Thomas Laffont | — | 4 other | 2023-06 |
| YAN-DAVID ERLICH | — | 2 other | 2023-06 |
| Chris Van Pelt | — | 1 other | 2023-06 |
| Lukas Biewald | — | 1 other | 2023-06 |
| Cameron Kinloch | — | — | 2023-06 |
| Mariah Nagy | — | — | 2023-06 |
| Shawn Lewis | — | — | 2023-06 |
Weights & Biases, Inc. 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 |
|---|---|---|---|---|---|
| Dolores Labs, Inc. | Other | Series A | $6.2M | $76.9M | network2 shared operators · same sector |
| 1mport.com Inc. | Other | Series C | $50.0M | $530.8M | same sector · same stage |
| Bentkey Holdings, LLC | Other | Series C | $50.0M | $448.1M | same sector · same stage |
| Revlon Group Holdings LLC | Other | Series C | $50.6M | $461.0M | same sector · same stage |
| Safetouch Holdings Llc | Other | Series C | $52.6M | $518.3M | same sector · same stage |
| VeraData Holdings, LLC | Other | Series C | $44.8M | $533.4M | same sector · same stage |
| Elemental Machines, Inc. | Other | Series C | $44.1M | $451.0M | same sector · same stage |
| Certified Collision Group Holdings, LLC | Other | Series C | $44.0M | $519.6M | 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 |
|---|---|---|---|---|
| Weight, LLC | Other | Pre-Seed | $13.9M | 87% |
| Ugp Lbs, Llc | Other | Seed | $26.6M | 80% |
| Scale Medicine, Inc. | Other | Seed | $10.4M | 79% |
| BiaSsess strategies, LLC | Other Technology | Pre-Seed | $26.9M | 79% |
| BIAS Intelligence, Inc. | AI / ML | Pre-Seed | $5.5M | 78% |
| Debt Logic, Inc. | Other | Seed | $32.5M | 78% |
| Deception & Truth Analysis Inc. | Other | Seed | $2.9M | 78% |
| Roll & Hill, LLC | Other | Pre-Seed | $1.7M | 78% |
See where Weights & Biases, Inc. sits in the wider market — its sector, location and stage cohorts, each with their own leaderboards and capital-flow timelines.
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