Alternatives

SambaNova alternatives in 2026 (Groq, Cerebras, Fireworks, Together, Lambda)

Top SambaNova alternatives in 2026: Groq (LPU fast inference), Cerebras (wafer-scale), Fireworks (fast hosted), Together (broad open-weight catalog), Lambda (raw GPU).

Why people search this

People look for SambaNova alternatives because they want Groq's LPU, Cerebras wafer-scale, Fireworks hosted speed, Together's catalog, or Lambda's raw GPU.

The ranking

Groq

Best for: Voice agents, fast general inference · Price: Per-token competitive

LPU-based ultra-fast inference with broad model catalog (Llama, Mixtral, Qwen, Whisper), OpenAI-compatible API.

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Cerebras

Best for: Maximum throughput, largest models · Price: Per-token competitive at scale

Wafer-scale CS-3 / CS-4 for highest tokens/s on largest open-weight models.

Fireworks AI

Best for: Fast hosted inference + fine-tune · Price: Per-token tiers

Among fastest hosted open-weight inference + hosted fine-tune workflow.

Together AI

Best for: Broadest open-weight catalog · Price: Per-token tiers

Broadest hosted catalog of open-weight LLMs with OpenAI-compatible API.

Lambda

Best for: DIY inference, custom training, raw GPU · Price: Per-GPU-hour competitive

Cheap on-demand H100 / B200 GPU cloud for DIY inference deployment.

FAQ

LPU SambaNova alternative?

Groq — LPU-based fast inference.

Largest models?

Cerebras CS-3 / CS-4 wafer-scale.

Broadest catalog?

Together AI — biggest hosted open-weight menu.

Last updated: 2026-06-01.