SambaNova Cloud
Free API for running open-source LLMs at 600+ tokens per second on SambaNova custom silicon - the fastest publicly available LLM inference at launch.
SambaNova Cloud is a developer API providing access to open-source LLMs including Meta Llama 3.1 and DeepSeek models at inference speeds that significantly exceed GPU-based alternatives. Powered by SambaNova Systems' custom Reconfigurable Dataflow Unit hardware, the platform achieved 600+ tokens per second on Llama 3.1 405B at launch - a speed benchmark that no GPU-based alternative matched publicly. SambaNova Systems was founded in 2017 by former Stanford professors and Sun Microsystems veterans and has raised over $1.1 billion in funding. The free developer tier provides 600 requests per minute with no credit card required, making it the highest-throughput free LLM API available at its launch.
Key Features
- 600+ tokens per second on Llama 3.1 405B - the fastest publicly benchmarked LLM inference speed at launch
- Free developer tier with 600 requests per minute and no credit card required for initial access
- OpenAI-compatible REST API - existing OpenAI SDK integrations work by changing only the base URL and model name
- Support for Meta Llama 3.1, Llama 3.3, DeepSeek-R1, and other leading open-source models on launch infrastructure
- Low-latency first-token response for streaming applications where time-to-first-token is user-facing
- Enterprise tier with dedicated deployments, SLA guarantees, and data residency options for regulated industries
- Custom model deployment for organizations that want to run proprietary fine-tuned models on SambaNova hardware
Use Cases
- Developers building real-time AI applications like coding assistants and chatbots that need sub-second response times
- Teams running high-throughput batch inference over large document sets where GPU-based APIs hit rate limit ceilings
- Engineers evaluating Llama 3.1 or DeepSeek alternatives to OpenAI without per-token cost during prototyping
- Enterprises requiring dedicated on-premises AI inference with silicon purpose-built for transformer workloads
Pros
- 600+ tokens per second throughput enables real-time use cases where GPT-4-speed inference is too slow to be viable
- Free tier at 600 RPM is the most permissive rate-limited free LLM API from any commercial provider at launch
- OpenAI-compatible API means no SDK changes - existing integrations migrate by updating the base URL and model string
Cons
- Model selection is limited to SambaNova-supported open-source models - no access to GPT-4o, Claude, or Gemini
- Enterprise pricing for dedicated deployments requires custom quotes and is not self-serve like GPU cloud providers
- Hardware availability depends on SambaNova capacity - public cloud offering less broadly available than AWS or Azure GPUs
SambaNova Cloud Alternatives
Explore similar tools and alternatives
Looking for alternatives to SambaNova Cloud? Here are some similar tools you might like:
Groq
Ultra-fast LLM inference API using custom LPU hardware - 400–800 tokens/second on Llama 3.3, Gemma, and Mixtral models.
Together AI
Fast open-source LLM inference platform with 200+ models, fine-tuning, and the largest selection of serverless AI APIs outside OpenAI.
Fireworks AI
High-speed LLM inference API by ex-Meta AI researchers, serving Llama 3, Mixtral, and 50+ open-source models at 4x standard throughput with fine-tuning support.
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