Financial Shape
Together is private; financial detail is limited. Funding history and reported valuations are the main public anchors. The economic profile differs from capital-intensive GPU clouds — software margins matter more, GPU cap-ex less.
Funding history
Public funding rounds, approximate amounts:
- Seed in 2022.
- Series A in 2023.
- Series B in 2024 (~$100M+).
- Subsequent rounds in 2024-2025 supporting infrastructure expansion.
Total equity capital raised is in the several-hundred-million range. Investors include strategic VCs and infrastructure-focused funds.
Valuation
- Series B valuation reportedly in the low billions.
- Subsequent rounds at higher valuations.
- Together is now a unicorn-tier company by valuation.
Revenue picture
Specific revenue numbers aren't public. Reasonable inferences:
- Annualized run-rate in the meaningful nine-figure range by 2025-2026.
- Heavy growth on per-token API traffic.
- Meaningful share from enterprise dedicated commitments.
- Training and fine-tuning revenue secondary but real.
Unit economics
The per-token unit economics depend on:
- Inference cost (GPU time, electricity).
- Serving optimization that determines tokens-per-second per GPU.
- Effective utilization across the GPU fleet.
- Customer-paid revenue per token.
Together's research-driven optimization compresses cost-per-token below less-optimized competitors. Margins on per-token revenue are reasonable; gross margins compress as competitors converge on similar optimizations.
Growth trajectory
Together's growth rate through 2024-2026 has been strong but not the order-of-magnitude pace CoreWeave saw. The per-token model scales linearly with customer adoption rather than mechanically with infrastructure deployment. Customer acquisition and traffic growth are the constraints.
Path to profitability
The path to sustainable profitability requires:
- Sufficient gross margin on per-token revenue.
- Scaling operating costs (R&D, sales, support) sub-linearly with revenue.
- Continued growth in customer base and traffic.
The model is more software-like than capital-intensive-GPU-cloud-like. Profitability should follow as scale builds, provided per-token margins hold.
Takeaway
Together's financial profile is software-platform-like rather than infrastructure-investment-like. Less capital-intensive than CoreWeave / Crusoe; more revenue-growth-dependent than capex-bound. The next chapter reads the outlook.