$5 in free SambaNova credits lands in your account right after signup, and it’s enough to run a surprisingly serious amount of inference (think hundreds of millions of tokens on cheaper models). If you’re specifically searching for SambaNova free credits, this is the program you want.
Solo devs wiring up an OpenAI-compatible endpoint, startup teams trying to stretch runway, researchers testing DeepSeek vs Llama vs Qwen performance. This tier fits all of that, especially if speed per dollar matters.
Below you’ll get eligibility rules, the exact signup flow, what’s included, the real limits, and a few practical ways to make the $5 go further.
Program at a Glance
| Provider | SambaNova |
| Credit Amount | $5 free credits (about 30M+ tokens on Llama 8B) |
| Duration | About 30 days (some sources say 3 months) |
| Eligibility | New developer accounts on SambaNova Cloud |
| Credit Card Required? | No for credits; yes to unlock Developer Tier limits |
| Difficulty | Easy. Instant signup, credits auto-applied. |
| Best For | Fast inference tests, prototypes, OpenAI-compatible integrations |
| Official Page | SambaNova Program Page |
What You Actually Get
The SambaNova Developer Tier gives every new developer $5 in free credits to explore SambaNova Cloud’s inference platform. You get access to “Production” and “Preview” model catalogs, and you call them through an OpenAI-compatible API endpoint (so most existing OpenAI SDK integrations work with a base URL swap). On the infrastructure side, SambaNova runs open-source models like DeepSeek, Llama, and Qwen on custom RDU hardware, with claimed inference speeds up to 10x faster than GPU-based providers. The big practical difference is rate limits: with a payment method added, the Developer Tier has doubled rate limits on Llama 8B and higher limits on bigger models versus the no-payment Free Tier.
$5 sounds small. It isn’t, if you’re testing lots of prompts and measuring latency. On cheap input pricing (for example Llama 3.1 8B at $0.01 per million input tokens), you can run hundreds of millions of input tokens. That’s enough to prototype an agent loop, do regression testing on prompt changes, or stand up a small internal tool and see where your real costs will land.
Who Qualifies (and Who Doesn’t)
This program is built for new SambaNova Cloud developer accounts. There’s no approval process and no waitlist, so the main “gate” is simply creating an account and (optionally) adding billing details if you want the Developer Tier rate limits.
- You need to create a new account at SambaNova Cloud using an email address.
- The $5 credit is applied on the dashboard after you land in the product.
- A payment method via Stripe is required if you want the Developer Tier’s higher rate limits.
- You can create up to 25 API keys on a single account, so plan key hygiene early.
If you never add a payment method, you do not get the Developer Tier limits. You stay on the Free Tier experience, which is usable for quick evaluation but extremely restrictive for real work.
How to Sign Up
Signup is quick, but set aside a few minutes to generate and store your API key safely.
- Go to cloud.sambanova.ai.
- Click “Get Started” or “Sign Up.”
- Create an account using your email address (or sign in if you already have one).
- Verify your email if prompted.
- You land on the dashboard with $5 in free credits already applied.
- Go to API Keys and click “Create new key.” Save it immediately, because it cannot be viewed again.
- To unlock Developer Tier rate limits, go to Plans > Billing and add a payment method (credit card via Stripe).
- Start calling models using the OpenAI-compatible API endpoint.
After signup, the only real “gotcha” is forgetting to store the API key. Also, if you don’t add billing, the platform works, but you’ll be operating under the Free Tier’s low caps.
What the Credits Cover
Your $5 credits apply to SambaNova Cloud usage on its model catalog, with pay-as-you-go pricing by model. The platform includes both Production and Preview models, and the API is OpenAI-compatible, which means you can often reuse your existing client code and simply swap the base URL plus API key.
| Service / Feature | What It Does | Included? |
|---|---|---|
| Production text models | Stable models like Llama 3.1 8B, Llama 3.3 70B, DeepSeek variants. | ✓ |
| Preview models | Evaluation-only models (may be removed without notice). | ✓ |
| OpenAI-compatible API | Use OpenAI SDKs by swapping base URL and API key. | ✓ |
| Whisper-Large-v3 (audio) | Audio transcription priced per hour. | ✓ |
Two exclusions matter in practice. First, “Preview” models can disappear without notice, so don’t anchor a production workflow to them. Second, without adding a payment method, you’re effectively capped into the Free Tier limits (including a 200,000 tokens-per-day cap per model).
Limitations to Know About
Every free-credit program has catches. With SambaNova, the biggest catches are rate limits and the credit expiration window, not feature access.
- Without a payment method, you remain on the Free Tier with lower rate limits and a 200,000 tokens-per-day cap per model.
- The Free Tier is extremely restrictive at about 40 requests per day, which makes iterative development painful.
- Credit expiration timing is inconsistent across sources (the plans page says about 30 days, an older blog post says 3 months).
- Preview models are evaluation-only and may be removed without notice, so treat them as temporary.
When credits run out, behavior depends on billing. If you have a payment method on file, you switch to pay-as-you-go and usage is billed monthly via Stripe. If you never added a payment method, you fall back to the Free Tier limits, and you will not get surprise charges because there’s nothing on file to charge.
Have Unused SambaNova Credits?
Credits expire, teams pivot, and “we’ll use it later” turns into nothing. It happens constantly with AI credits, especially when you’ve got multiple providers in play and only one ends up in production. If you have unused SambaNova credits you won’t burn in time, AI Credit Mart lets you list them so they don’t just vanish. It’s a practical way to recover value instead of watching the clock run out.
Need More SambaNova Credits?
Once your $5 runs out, you don’t have to default to paying full price if you’re still in the experimentation phase. AI Credit Mart is a marketplace where companies list surplus credits, and buyers typically see 30-70% discounts off retail. If SambaNova is working for your latency or throughput goals, discounted credits can stretch your testing budget a lot further.
Tips for Getting the Most Out of Your Credits
- Add a payment method early if you plan to do real iteration, because the Free Tier’s request limits are so low that you will waste time waiting.
- Lean into the speed advantage: SambaNova cites 100+ tokens/second on large models and 600+ tokens/second on small models like Llama 8B, so run latency and throughput benchmarks while the credits are free.
- Set a calendar reminder for credit expiration, since the window may be about 30 days (and some older docs mention 3 months).
- Keep Preview models for evaluation only, and pin production tests to Production models so a preview removal doesn’t break your build.
- If your company prefers consolidated billing, consider subscribing through AWS Marketplace so charges flow through your AWS bill instead of Stripe.
Frequently Asked Questions
They’re worth $5 of usage on SambaNova Cloud. In practical terms, SambaNova estimates roughly ~500M input tokens on Llama 3.1 8B ($0.01/M), ~83M input tokens on Llama 3.3 70B ($0.06/M), ~333M input tokens on DeepSeek-V3.1 ($0.015/M), or about ~10M input tokens on DeepSeek-R1-0528 ($0.50/M). Output tokens are priced separately per model, so your exact mileage depends on response length. For prototyping, this is enough to run real A/B prompt tests, build a thin service wrapper, and still have room for load testing.
No.
Expect about 30 days per the plans page, though an older launch blog post mentions 3 months, so check the plans page when you sign up.
Yes. If you have SambaNova credits you won’t use before they expire, you can list them on AI Credit Mart and sell them at up to 70% of face value. Companies regularly list surplus credits from startup programs and enterprise agreements.
AI Credit Mart has discounted SambaNova credits available from companies with surplus allocations. Prices are typically 30-70% below retail.
Unused credits disappear, so you should set a reminder and plan to use them within the posted window.
You stay on the Free Tier with lower rate limits and a 200,000 tokens-per-day cap per model, and the Free Tier is limited to about 40 requests per day.
Use your normal OpenAI-compatible client, set the base URL to https://api.sambanova.ai/v1, and authenticate with your SambaNova API key.
$5 won’t fund a production rollout, but it’s plenty to validate models, latency, and integration fit on SambaNova Cloud. Claim the credits, test fast, and if you end up with surplus later, you can always sell it instead of letting it expire.
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