Together AI vs Baseten
Side-by-side comparison of Together AI and Baseten for single-tenant LLM hosting. Deployment options, compliance, pricing, and operational fit compared.
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.
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.
Side by side
Capabilities compared
| Together AI | Baseten | |
|---|---|---|
| Founded | 2022 | 2019 |
| Headquartered | San Francisco, CA, USA | San Francisco, CA, USA |
| Funding stage | Series B | Series C |
| Deployment options | shared-api dedicated-endpoint single-tenant vpc | dedicated-endpoint single-tenant vpc self-hosted |
| Hardware | NVIDIA H100, NVIDIA H200, NVIDIA A100 | NVIDIA H100, NVIDIA A100, NVIDIA L40S, NVIDIA A10G |
| Compliance | SOC 2 Type II HIPAA-eligible GDPR | SOC 2 Type II HIPAA-eligible |
| Data residency | US, EU | US, EU |
| Pricing model | Per-token for shared API; per-GPU-hour for dedicated endpoints | Per-token for shared endpoints; dedicated capacity by GPU-hour |
| Starts from | Free tier available; pay-as-you-go from cents per million tokens | Pay-as-you-go (token-based) |
| Sweet spot | 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. | 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. |
| Weakness | Less specialised tooling than Baseten for production observability. Single-tenant available but not the same maturity for enterprise procurement workflows that Baseten offers. | 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. |
Where they diverge
Deployment differentiation
Only Together AI
shared-api
Both
dedicated-endpointsingle-tenantvpc
Only Baseten
self-hosted
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