Resources // LLM Tokens
SambaNova Cloud
Offer Free tier and $5 credit
Suits for Non-VC-backedVC-backedCreatorsResearchersOpen-source
Updated Jun 2026
The offer
- Free Tier (no credit card): every model at 20 requests/min, 20 requests/day, and 200,000 tokens/day per model
- Developer Tier (link a card): $5 in free credit on sign-up, then pay-per-token, with much higher per-model limits (for example Llama 3.3 70B at 240 requests/min)
- Built for speed: SambaNova's RDU chips serve open models (Llama, DeepSeek, Qwen, gpt-oss) at hundreds of tokens/second
- OpenAI-compatible API, so it is a drop-in `base_url` swap
- Account-wide cap of 20M tokens/day on the Developer Tier; higher limits via sales (Managed Subscriptions)
Who qualifies
- Open to any developer worldwide: sign up at cloud.sambanova.ai; the Free Tier needs no payment method
- The Developer Tier unlocks by linking a payment method, and the $5 credit is granted automatically
- Credit expiry varies by channel (sources cite anywhere from 30 days to 3 months), so spend test budget early
- No startup-incorporation or VC requirement; a separate Early Access / enterprise track exists for higher limits
Community Insights
SambaNova is one of the speed-focused inference hosts alongside Groq and Cerebras. Developers are broadly positive on raw throughput. Its cloud launch and high-tokens-per-second demos drew engaged discussion. The recurring debate is about the moat. Commenters note SambaNova is “almost as fast as Groq” and argue over whether near-parity is a strong enough differentiator on its own. Speed itself is rarely disputed. The open questions are price, how fresh the model lineup stays, and how it stacks against Groq, Cerebras, and Fireworks.
Best Practices (from community tips)
- Start on the Free Tier (no card) to validate latency and quality; remember the hard 20 requests/day and 200k-tokens/day-per-model ceilings make it a prototyping tier.
- Link a card to jump to the Developer Tier the moment you need throughput (70B goes from 20 to 240 requests/min); the $5 credit covers early testing.
- Watch credit expiry. Assume credits can lapse in as little as 30 days, so spend your test budget early.
- Pin exact model IDs and avoid “Preview” models in anything you ship. The docs warn preview models can be removed at short notice.
- It is OpenAI-compatible, so benchmark tokens/sec against Groq and Cerebras for your actual model before committing.
- For limits beyond 20M tokens/day, contact sales (Managed Subscriptions) and plan the procurement lead time.