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Trim

Pre-Seed
trimresearch.com/B2BSan Francisco, CA, USA
Market index

Market data is refreshed once per day from public sources. Information may be incomplete or outdated — verify independently before making decisions. This is not investment advice.

Beta

DealFlow OS uses public web data and automated enrichment. Research may be incomplete, outdated, or incorrect. Verify important information before making investment or outreach decisions.

Investor read

Evidence-bound summary — expand sections for movement, risks, and signals.

Memo snapshot · May 20, 2026, 6:13 PM

Beta

DealFlow OS uses public web data and automated enrichment. Research may be incomplete, outdated, or incorrect. Verify important information before making investment or outreach decisions.

What they do

Trim Foundation model for physics simulation.

Funding

Raised $500K across 1 funding round. Latest: $500K Pre-seed (Jan 2025). Investors: Y Combinator. (High).

Quick read

  • •Trim Foundation model for physics simulation.
  • •Reported angle: Blog
  • •Indexed activity snapshot: 1 funding‑related row(s), 0 hiring‑related, 0 GitHub‑tagged, 1 product/news‑style — scoring reflects corpus coverage only.

Stage

Seed (YC)

Evidence summary

Verified facts

  • •Trim Foundation model for physics simulation.
  • •Reported angle: Blog
  • •Indexed activity snapshot: 1 funding‑related row(s), 0 hiring‑related, 0 GitHub‑tagged, 1 product/news‑style — scoring reflects corpus coverage only.

Recent movers

  • •May 20, 2026 · ycombinator.com — Trim | Y Combinator
  • •May 11, 2026 · Blog / news — Blog
  • •May 20, 2026 · ycombinator.com — Trim | Y Combinator
  • •May 11, 2026 · Blog / news — Blog
  • •Y Combinator

Funding

Raised $500K across 1 funding round. Latest: $500K Pre-seed (Jan 2025). Investors: Y Combinator. (High).

Hiring

No hiring/careers evidence indexed (Low).

GitHub

No GitHub‑linked evidence indexed (Low).

Product / news

1 product/news‑styled row(s); headline risk without filings (High).

Traffic / social

No traffic/social evidence indexed (Low).

Funding & hiring signals

funding_articleMay 20, 2026Confidence: high

Trim | Y Combinator

Winter 2025 (W25) batch. Foundation model simulating physical systems over time with linear-attention Trim Transformer.

Affected score: yesObserved: May 20, 2026Round: Pre-Seed
raisedpre-seed
ReferenceJul 20, 2016Confidence: medium

Trim personal finance bot raises $2.2 million to save you money

Affected score: yesObserved: Jul 20, 2016Amount: $2.2 m
raises

Open roles (indexed)

No open roles indexed yet.

Failed or blocked links

  • public_page:_pressnot_found
    Last checked Mon, May 11, 04:40 AM

    HTTP 404

  • public_page:_newsnot_found
    Last checked Mon, May 11, 04:40 AM

    HTTP 404

  • public_page:_jobsnot_found
    Last checked Mon, May 11, 04:40 AM

    HTTP 404

  • public_page:_companynot_found
    Last checked Mon, May 11, 04:40 AM

    HTTP 404

  • public_page:_careersnot_found
    Last checked Mon, May 11, 04:40 AM

    HTTP 404

  • public_page:_aboutnot_found
    Last checked Mon, May 11, 04:40 AM

    HTTP 404

DealFlow growth score
42.0Limited recent public signal
7D+0%
30D+0%
Needs Review

The score is an algorithmic estimate based on observed public company-level signals. It may be incomplete, stale, or inaccurate and is not investment, legal, tax, or business advice.

Source health

  • public_market_enrichmentok
    Last checked Mon, May 11, 04:40 AM
  • public_page:_blogok
    Last checked Mon, May 11, 04:40 AM
  • public_page:_ok
    Last checked Mon, May 11, 04:40 AM
  • public_page:homeok
    Last checked Mon, May 11, 04:40 AM

DealFlow score momentum

427D +030D +0
100500
2026-05-20: 42

More runs will build history.

The score is an algorithmic estimate based on observed public company-level signals. It may be incomplete, stale, or inaccurate and is not investment, legal, tax, or business advice.

Signal breakdown

Latest momentum signal per category. Expand a card to inspect raw payloads.

Public source summary

Total evidence rows
4
Latest evidence
Wed, May 20, 06:13 PM

Source types found

blogcompany_sitefunding_articlepress

Strongest / recent news-style rows

  • Trim | Y Combinator

    Wed, May 20, 06:13 PM · confidence 88%high quality

    https://www.ycombinator.com/companies/trim

Public signal timeline

Newest first · 4 event(s)

1
Wed, May 20, 06:13 PM · funding_article · 88% · verified_publichigh quality

Trim | Y Combinator

Winter 2025 (W25) batch. Foundation model simulating physical systems over time with linear-attention Trim Transformer.

Source ↗
2
Wed, May 20, 06:13 PM · company_site · 85% · verified_publichigh quality

Trim

Foundation model for physics simulation.

Source ↗
3
Mon, May 11, 04:40 AM · blog · 70% · publichigh quality

Blog

Source: Blog / news

Blog | Trim: A foundation model for physics. Trim: A foundation model for physics. Home Blog 14 Jan, 2026 Disentangling Transformer Design Choices for Physical Trajectory Prediction 10 Jul, 2025 A Transformer for Physics Models #potofhoney Powered by Bear ʕ•ᴥ•ʔ

Source ↗
4
Wed, May 20, 06:13 PM · press · 85% · verified_publiclow quality

trim-transformer on GitHub

Open-source Trim Transformer implementation.

Source ↗

Official / company site

1 row(s)

company_site·Wed, May 20, 06:13 PM·Confidence 85%high qualityverified_public

Trim

Foundation model for physics simulation.

https://trimresearch.com/

Funding / news

1 row(s)

funding_article·Wed, May 20, 06:13 PM·Confidence 88%high qualityverified_public

Trim | Y Combinator

Winter 2025 (W25) batch. Foundation model simulating physical systems over time with linear-attention Trim Transformer.

https://www.ycombinator.com/companies/trim

GitHub

1 row(s)

press·Wed, May 20, 06:13 PM·Confidence 85%low qualityverified_public

trim-transformer on GitHub

Open-source Trim Transformer implementation.

https://github.com/eg-trim/trim-transformer

Blog

1 row(s)

blog·Mon, May 11, 04:40 AM·Confidence 70%high qualitypublic

Blog

Source name: Blog / news

Blog | Trim: A foundation model for physics. Trim: A foundation model for physics. Home Blog 14 Jan, 2026 Disentangling Transformer Design Choices for Physical Trajectory Prediction 10 Jul, 2025 A Transformer for Physics Models #potofhoney Powered by Bear ʕ•ᴥ•ʔ

https://trimresearch.com/blog/

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