Baseten vs Together AI
Side-by-side comparison of Baseten and Together AI for single-tenant LLM hosting. Deployment options, compliance, pricing, and operational fit compared.
Pick Baseten when…
Production AI products at scale where latency, observability, and reliability matter as much as model quality. Particularly strong for teams whose AI is customer-facing and revenue-critical.
Pick Together AI when…
High-volume token consumption on open-source models where you need API simplicity but predictable cost economics. Best fit for AI product startups scaling past the hobby stage where Bedrock or OpenAI bills become uncomfortable.
Side by side
Capabilities compared
| Baseten | Together AI | |
|---|---|---|
| Founded | 2019 | 2022 |
| Headquartered | San Francisco, CA, USA | San Francisco, CA, USA |
| Funding stage | Series C | Series B |
| Deployment options | dedicated-endpoint single-tenant vpc self-hosted | shared-api dedicated-endpoint single-tenant vpc |
| Hardware | NVIDIA H100, NVIDIA A100, NVIDIA L40S, NVIDIA A10G | NVIDIA H100, NVIDIA H200, NVIDIA A100 |
| Compliance | SOC 2 Type II HIPAA-eligible | SOC 2 Type II HIPAA-eligible GDPR |
| Data residency | US, EU | US, EU |
| Pricing model | Per-token for shared endpoints; dedicated capacity by GPU-hour | Per-token for shared API; per-GPU-hour for dedicated endpoints |
| Starts from | Pay-as-you-go (token-based) | Free tier available; pay-as-you-go from cents per million tokens |
| Sweet spot | Production AI products at scale where latency, observability, and reliability matter as much as model quality. Particularly strong for teams whose AI is customer-facing and revenue-critical. | High-volume token consumption on open-source models where you need API simplicity but predictable cost economics. Best fit for AI product startups scaling past the hobby stage where Bedrock or OpenAI bills become uncomfortable. |
| Weakness | Higher floor cost than commodity GPU clouds (RunPod, Modal) for hobby and early-stage workloads. Less suitable when raw GPU time is what you need. | Less specialised tooling than Baseten for production observability. Single-tenant available but not the same maturity for enterprise procurement workflows that Baseten offers. |
Where they diverge
Deployment differentiation
Only Baseten
self-hosted
Both
dedicated-endpointsingle-tenantvpc
Only Together AI
shared-api
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