Etched
Worth-Joining Index · Scorecard
v2.1 ALPHA · 2026-08Career Score
—/100
Coverage
51%
Verified
17%
Stage cohort
Early
Vibe Check
🎪 community voting coming soon
Latest valuation
$21B (2026-08 round)
Total raised
~$1.5B total raised (as of 2026-08)
Team size
~400 employees
Traction · Key numbers
Funding
Total raised
~$1.5B total raised (as of 2026-08)
Rounds
4
Valuation pace
$5B to $21B in 8 months
$700M
Funding round · 2026-08 · valuation $21B (2026-08 round) · led by Jane Street
Valuation doubled again within one month
$300M
Series C · 2026-07 · valuation $10.3B post · led by Sequoia
With: Andreessen Horowitz, SK Hynix, Jane Street, Diffusion Capital · Valuation doubled in ~7 months; the highest valuation ever for a Sequoia-led Series C
$500M
Funding round · 2025-12 · valuation 约$5B · led by Stripes
With: Peter Thiel, Positive Sum, Ribbit Capital · Not explicitly labeled Series B in coverage
$120M
Seed/Early · 2024-06 · led by Positive Sum, Primary Venture Partners
▸Valuation pace is unusually fast: $5B to $21B in 8 months — investors are pricing the 'bet on the architecture' narrative far ahead of disclosed shipping or revenue milestones
▸Lead investors escalated from early VCs (Positive Sum/Primary) to Sequoia and now Jane Street — a quant giant writing a check signals broadening consensus on inference-compute scarcity, but also less tolerance for missed delivery milestones going forward
▸~$1.5B raised for a chip company still ramping tape-out/manufacturing is extreme capital intensity — if the Transformer-only bet breaks or scale-up slips, downside is concentrated
Founders
Gavin Uberti CEO
Harvard Thiel Fellow dropout with a background in AI compilers
Robert Wachen President
Harvard Thiel Fellow dropout, previously founded Prod
Chris Zhu Co-Founder
Harvard Thiel Fellow dropout with a mathematics research background
Reality · Working here
Signals & Risks
Editorial ✎
Good fit for
· Chip architects and ASIC/RTL engineers — a rare shot at building maximally specialized hardware for a single architecture, one of few teams besides Nvidia betting transformer-only
· Systems software/compiler engineers — the software stack for dedicated hardware is being built near from scratch, with room to define the whole interface
· People comfortable with a high-conviction, unproven bet — the narrative is clean but manufacturing scale and revenue are still unproven
Not for
· People who need near-term, verified cash-flow stability — valuation is running far ahead of verifiable manufacturing/revenue progress
· People uncomfortable with architecture-lock-in risk who'd rather bet on general-purpose hardware than a single-architecture ASIC
Ask in the interview
1. What is Sohu's actual production/shipment scale and customer list today, and does it match the pace of the valuation?
2. If a non-Transformer architecture (e.g. state-space models) becomes dominant, what's the contingency plan?
3. Compared to Nvidia's CUDA moat and inference-specialized rivals like Groq/Cerebras, how mature is Sohu's software ecosystem and developer lock-in?
Data changelog
Community corrections → editorial review → applied, fully on the record
data as of 2026-08 · Source: TechCrunch + MarketScale ↗
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