Modal vs TensorWave
Which Developer Tools AI tool is better in 2026?
Modal
High-performance AI infrastructure with sub-second cold starts and instant autoscaling.
TensorWave
AI cloud built on AMD Instinct accelerators, operating one of the world's largest liquid-cooled AMD GPU deployments.
Side-by-side
Modal leads on both fronts — more capital raised ($1.2B) and a lower entry price than TensorWave.
| Metric | Modal | TensorWave |
|---|---|---|
| Taglinei | High-performance AI infrastructure with sub-second cold starts and instant autoscaling. | AI cloud built on AMD Instinct accelerators, operating one of the world's largest liquid-cooled AMD GPU deployments. |
| Foundedi | 2021🏆 | 2023 |
| HQi | New York, US | Las Vegas, US |
| Employeesi | 51-200 | 51-200🏆 |
| Neuron scorei | 70🏆 | 64 |
| Total fundingi | $1.2B🏆 | $146.7M |
| Latest roundi | series-d · Oct 2026 | Series A · May 2025 |
| Valuationi | $4.7B🏆 | — |
| Cheapest paid plani | Pricing not disclosed🏆 | — |
| Free plani | ✗ | ✗ |
| Free triali | ✗ | ✗ |
| Top tier pricei | Pricing not disclosed | Custom Enterprise · Contact sales |
| Pricing summaryi | Freemium | 1 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Modal and TensorWave.
| Capability | Modal | TensorWave |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | 1 (python) | — |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Modal
- Has raised more capital ($1.2B vs $146.7M)
- Higher Neuron score (70 vs 64)
- More mature (2021)
🔵 Strengths of TensorWave
- Newer company (2023)
Which should you choose?
Choose Modal if price matters most — it starts at Freemium, which is friendlier for teams watching burn. Both AI Developer Tools tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Modal if you want the most established option — it has raised $1.2B, suggesting more runway for enterprise features, support, and long-term roadmap. For mission-critical workflows or larger teams, that stability often outweighs a lower monthly price.
Frequently asked questions
Modal vs TensorWave — which is better?
It depends on your priority. Modal has raised more capital and is the more established option; TensorWave has broader feature depth. See the side-by-side table above.
Is Modal cheaper than TensorWave?
Yes — Modal's cheapest paid plan is Freemium, while TensorWave's is Enterprise · Contact sales.
Do Modal and TensorWave offer free plans?
Modal: Paid only. TensorWave: Paid only.
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