Trim

Pre-SeedFunding signal

trimresearch.com/B2BSan Francisco, CA, USA

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 Information may be incomplete or outdated — verify independently before making decisions.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.

Investor read

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

Memo snapshot · May 20, 2026, 6:13 PM

Worth a meetingEvidence-bound analyst verdict

•Funding: Raised $500K across 1 funding round. Latest: $500K Pre-seed (Jan 2025). Investors: Y Combinator.
•Named backers in indexed sources: Y Combinator.
•Product/news: 1 product/news‑styled row(s); headline risk without filings

What would change this read

→Open roles appearing would signal burn capacity and growth intent.

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 Research may be incomplete, outdated, or incorrect.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.

TL;DR

Seed (YC)

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

Key signals

Funding

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

Product / news

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

Evidence summary

Verified facts

•Trim Foundation model for physics simulation.
•Reported angle: Blog

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

Suggested next steps

▸Open a founder conversation this month; validate traction claims against the indexed evidence.
▸Add to the active watchlist so new signals trigger alerts.

Funding & hiring signals

fundingConfidence: medium

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

Trim personal finance bot raises $2.2 million to save you money https://techcrunch.com/2016/07/20/trim-personal-finance-bot-raises-2-2-million-to-save-you-money/

Affected score: noObserved: Jun 29, 2026Amount: $2.2 m

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

Open roles (indexed)

No open roles indexed yet.

Public index

174Activity 98/100Strong public activity signal

7D-2 (-1.1%)

30D+43 (+32.8%)

Needs Review

The index price and activity score are algorithmic estimates based on observed public company-level signals. They may be incomplete, stale, or inaccurate and are not investment, legal, tax, or business advice.

Source health

githubok
Last checked Mon, Jun 29, 04:32 AM
fundingok
Last checked Mon, Jun 29, 04:32 AM
discovery:google:google_cse_quota_exhausted
public_page:blogok
Last checked Mon, Jun 29, 04:32 AM
public_page:homeok
Last checked Mon, Jun 29, 04:32 AM
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

Signal timeline

14 dated public signals · newest on the right

Funding

Code

Press

Company

Other

Feb 26, 2016Jul 11, 2021Nov 25, 2026

Funding (2)Code (5)Press (2)Company (2)Other (3)

Signal breakdown

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

Public source summary

Total evidence rows: 14
Latest evidence: Thu, Jul 2, 03:33 PM

Source types found

blogcompany_sitefundingfunding_articlegithubofficial_siteotherpress

Strongest / recent news-style rows

Trim personal finance bot raises $2.2 million to save you money
techcrunch · Mon, Jun 29, 04:32 AM · confidence 78%high quality
Trim | Y Combinator
Wed, May 20, 06:13 PM · confidence 88%high quality
Trimipramine
wikipedia · Mon, Jun 29, 04:32 AM · confidence 50%medium quality

Public signal timeline

Newest first · 14 event(s)

Thu, Jul 2, 03:33 PM · blog · 70% · publichigh qualityBlog

Source: Blog

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 Powered by Bear ʕ•ᴥ•ʔ

Source ↗

Mon, Jun 29, 04:32 AM · funding · 78% · publichigh qualityTrim personal finance bot raises $2.2 million to save you money

Source: techcrunch

Trim personal finance bot raises $2.2 million to save you money https://techcrunch.com/2016/07/20/trim-personal-finance-bot-raises-2-2-million-to-save-you-money/

Source ↗

Mon, Jun 29, 04:32 AM · official_site · 75% · publichigh qualityBlog

Source: official_site

Source ↗

Mon, Jun 29, 04:32 AM · official_site · 75% · publichigh qualityTrim: A foundation model for physics.

Source: official_site

Trim: A foundation model for physics. Trim: A foundation model for physics. Home Blog What is it? Trim is building an AI model that can simulate real-world physical systems evolving over time. For example, given the starting position of waves on a beach, the…

Source ↗

Wed, May 20, 06:13 PM · funding_article · 88% · verified_publichigh qualityTrim | Y Combinator

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

Source ↗

Wed, May 20, 06:13 PM · company_site · 85% · verified_publichigh qualityTrim

Foundation model for physics simulation.

Source ↗

Mon, Jun 29, 04:32 AM · github · 55% · publicmedium qualitystring-trim-spaces-only

Source: npm_registry

Like String.trim() but you can choose granularly what to trim

Source ↗

Mon, Jun 29, 04:32 AM · github · 55% · publicmedium qualitytrim-repeated

Source: npm_registry

Trim a consecutively repeated substring: foo--bar---baz → foo-bar-baz

Source ↗

Mon, Jun 29, 04:32 AM · github · 55% · publicmedium qualitytrim-off-newlines

Source: npm_registry

Similar to String#trim() but removes only newlines

Source ↗

Mon, Jun 29, 04:32 AM · github · 55% · publicmedium qualitytrim-newlines

Source: npm_registry

Trim newlines from the start and/or end of a string

Source ↗

Mon, Jun 29, 04:32 AM · github · 55% · publicmedium qualityglsl-token-whitespace-trim

Source: npm_registry

Trim the whitespace within an array of GLSL tokens

Source ↗

Mon, Jun 29, 04:32 AM · other · 50% · publicmedium qualityTrimipramine

Source: wikipedia

Source ↗

Mon, Jun 29, 04:32 AM · other · 50% · publicmedium qualityTrim

Source: wikipedia

Source ↗

Wed, May 20, 06:13 PM · press · 85% · verified_publiclow qualitytrim-transformer on GitHub

Open-source Trim Transformer implementation.

Source ↗

Official / company site

3 row(s)

The company's own site — the authoritative description of what they sell and to whom. Marketing-controlled, so treat claims as positioning rather than verified traction.

official_site·Mon, Jun 29, 04:32 AM·Confidence 75%high qualitypublic

Blog

Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.

Open source ↗

official_site·Mon, Jun 29, 04:32 AM·Confidence 75%high qualitypublic

Trim: A foundation model for physics.

Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.

Open source ↗

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

Trim

Foundation model for physics simulation.

Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.

Open source ↗

News

2 row(s)

Third-party press coverage. Independent reporting corroborates company claims; repeated coverage across outlets is a momentum signal.

other·Mon, Jun 29, 04:32 AM·Confidence 50%medium qualitypublic

Trimipramine

Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.

Open source ↗

other·Mon, Jun 29, 04:32 AM·Confidence 50%medium qualitypublic

Trim

Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.

Open source ↗

Funding / news

2 row(s)

Funding announcements and investor-database records. The strongest public signal of capitalization: round, amount, and syndicate quality when disclosed.

funding·Mon, Jun 29, 04:32 AM·Confidence 78%high qualitypublic

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

Trim personal finance bot raises $2.2 million to save you money https://techcrunch.com/2016/07/20/trim-personal-finance-bot-raises-2-2-million-to-save-you-money/

Why it matters: Funding signal — capitalization evidence; check the linked source for round, amount, and investors.

Open source ↗

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.

Why it matters: Funding signal — Pre-Seed per this source; verify against the linked original before relying on it.

Open source ↗

GitHub

6 row(s)

Public engineering activity. Sustained commits, releases, and stars indicate real product development and, for dev tools, developer adoption.

github·Mon, Jun 29, 04:32 AM·Confidence 55%medium qualitypublic

string-trim-spaces-only

Like String.trim() but you can choose granularly what to trim