rl-list.com
UPDATED 2026.06.07
rl-list.com · Vendors · Morph

Morph

Infrastructure
medium confidence
www.morph.so ↗ · Status: active confirmed · Founded 2023

Morph (Morph Labs) provides snapshot-based VM compute for AI agents via its Infinibranch / Liquid Metal technology, which can snapshot, branch, and restore entire computational environments in roughly 100-250ms to enable massively parallel, reversible ('Git for compute') agent rollouts, evaluations, and reasoning-time branching. It markets the platform (Morph Cloud) as infrastructure for running and scaling agent/RL verification environments rather than as an RL-environment dataset vendor itself.

Key facts
Headquarters
San Francisco, USAreported cite
Headcount band
1-10estimated cite
Total raised
unknown
Last round
unknown
SOC 2
claimedreported cite
What they sell
infraconfirmed cite
Open source
yesconfirmed cite
Deployment
managed-hosted (cloud platform, accessed via Python/TypeScript SDK, CLI, and API keys)confirmed cite

Scale & velocity

Current headcount
~9-11 employees (as of 2026)estimated cite
Headcount growth
unknown
Open roles
unknown cite
Other locations
unknown
Distributed / remote
yesreported cite

Research depth

Has researchers
yesconfirmed cite
Researcher count
unknown (small team; at least CEO Jesse Han and Chief Scientist Christian Szegedy plus members of technical staff)estimated cite
Backgrounds
Jesse Han, founder/CEO; PhD work in formal mathematics (formalized independence of the continuum hypothesis in Lean); ex-OpenAI / Microsoft Research / AWS per profiles, Christian Szegedy, Chief Scientist; ex-xAI co-founder (Grok-3 code reasoning lead), ex-Google Research (deep learning/Inception, BatchNorm, adversarial examples, autoformalization)reported cite
Papers / benchmarks
Trinity, autoformalization system for verified superintelligence (Morph Labs blog), Morph Prover v0 7B, open-source model (early Morph Labs work), SWELancer-Benchmark setup on Morph Cloud (github.com/morph-labs/SWELancer-Benchmark), open-r1 reproduction (github.com/morph-labs/open-r1)reported cite

Capital

Total raised
unknown
Last round
unknown
Investors
Christian Szegedy (reported seed/angel investor; also Chief Scientist), amount undisclosedreported cite
Valuation
unknown
Revenue signals
unknown

Security & compliance

SOC 2
claimed-unverifiedreported cite
Other certifications
unknown cite
Security page
https://trust.delve.co/morphreported cite

Product

What they sell
infraconfirmed cite
Open source
yesconfirmed cite
License
Apache-2.0 (SDKs and morphcloud-examples-public); MIT (some example repos). Core platform proprietary.confirmed cite
Deployment model
managed-hosted (cloud platform, accessed via Python/TypeScript SDK, CLI, and API keys)confirmed cite
Maturity
GAestimated cite
Notable customers
Math Inc (Math, Inc.), used Morph Cloud / Infinibranch to scale Lean verification environments for its Gauss autoformalization agent; company incubated at Morph (closely tied entity, not arm's-length customer) self-claimed cite

Buyer analysis

Best fit: Teams needing to fork, snapshot, and run thousands of parallel/reversible sandboxed VM environments for agent rollouts, evals, and verification at scale.

How we verified this

Confirmed company identity matches the directory note exactly: Morph Labs (morph.so, Jesse Han CEO) provides snapshot-based compute for agent rollouts via Infinibranch/Liquid Metal (snapshot/branch/restore VMs in ~100-250ms). Distinct from two same-named entities the draft already flagged: Morph Ethereum L2 (the real owner of the $19M Dragonfly seed, Crunchbase 875f78ba / 2024-03-20) and morphllm.com (AutoInfra). Funding: total_raised/last_round/valuation correctly left 'unknown', Tracxn lists Morph Labs as unfunded; only an undisclosed Szegedy seed/angel is reported. Founded 2023 (Tracxn + CB Insights). Headcount ~9-11 (1-10 band, estimated, borderline). Key downgrade: SOC 2 changed from 'Type II/reported' to 'claimed-unverified', sole evidence is an uninspectable Delve-hosted trust portal, and Delve is under a March 2026 SOC 2 fabrication investigation, so the attestation cannot be relied on without independent confirmation. Trimmed focus_areas to remove unsupported 'computer use environments'. notable_customers (Math Inc) kept self-claimed and flagged as an incubated, non-arm's-length entity; no frontier-lab ties verified. Status: active (confirmed). Overall confidence: medium.

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Sources

  1. www.morph.so/ · 2026-06-07, Official site (JS-rendered; minimal extractable text)
  2. cloud.morph.so/docs/developers · 2026-06-07, Morph Cloud docs, Infinibranch snapshot/branch/restore <250ms; SDKs (Python/TS), CLI, API keys; '50x faster AI agent evaluations'; identifies org as Morph Labs
  3. www.morph.so/blog/infinibranch/ · 2026-06-07, Infinibranch blog (title only extractable)
  4. www.morph.so/blog/liquid-metal · 2026-06-07, Liquid Metal announcement, <100ms startup, <200ms snapshot, 'Git for compute', Szegedy as Chief Scientist, Magi-1 reasoning agent Q1 2026
  5. www.startuphub.ai/ai-news/ai-video/2025/morph-labs-unveils-liquid-metal- · 2026-06-07, Third-party coverage of Liquid Metal launch and Szegedy hire
  6. github.com/morph-labs · 2026-06-07, GitHub org, morphcloud SDKs (Apache-2.0), examples (Apache-2.0), SWELancer-Benchmark, open-r1, Lean repos
  7. x.com/morph_labs/status/1966223824078479667 · 2026-06-07, Morph announces Math, Inc. incubated at Morph; Infinibranch-native compute powers Gauss
  8. www.math.inc/gauss · 2026-06-07, Math Inc Gauss, Trinity environments infra in partnership with Morph Labs; Infinibranch on Morph Cloud critical for scaling Lean verification environments
  9. www.cogniscendo.com/p/the-superhuman-mathematician-5d1b · 2026-06-07, Profile, Morph 'cloud for superintelligence'; Szegedy left xAI to join Morph Labs, was seed investor; Trinity
  10. www.theinformation.com/briefings/xai-cofounder-joins-ai-code-startup-mor · 2026-06-07, Headline: xAI co-founder Szegedy joins Morph as Chief Scientist (paywalled; headline only)
  11. trust.delve.co/morph · 2026-06-07, Trust portal, SOC 2 Type 2 (2025), vendor risk program (rate-limited on direct fetch; via search snippet)
  12. tracxn.com/d/companies/morph-labs/__8ZZWlPNWnRct4CJf-JJjU940HzzVxh1CEZxB · 2026-06-07, Founded 2023, SF, Jesse Han; lists company as unfunded / funding redacted
  13. pitchbook.com/profiles/company/44794-09 · 2026-06-07, Morphlabs profile, ~11 employees
  14. rocketreach.co/morph-labs-management_b7384e18c7e2a4d3 · 2026-06-07, ~9 employees; mgmt: Jesse Han (CEO), Christian Szegedy (Chief Scientist), Chiraag Balu (MTS)
  15. www.cbinsights.com/company/morph-labs · 2026-06-07, HQ San Francisco; founded 2023
  16. www.morph.so/careers · 2026-06-07, Hiring researcher-engineers (systems research + AI post-training + agent interface); JS-rendered, count not extractable
  17. www.morphllm.com/ · 2026-06-07, DIFFERENT company, AutoInfra, Inc. (YC), Fast Apply coding-inference models, founder Tejas Bhakta. NOT this Morph; name collision.
Last updated 2026-06-07 · Every quantitative field carries a source and a confidence tag. Fields we could not source publicly are marked unknown, never estimated. See the methodology.