Resources // LLM Tokens
Novita AI for Startups
- VC-only
Offer Up to $10,000 credits
Suits for VC-backed
Updated Jun 2026
The offer
- Up to $10,000 in usage credits, redeemable over one year, split as up to $5,000 for Model APIs plus up to $5,000 for the Agent Sandbox
- Tier 1: up to $1,000 upfront
- Tier 2: the next $5,000 matched 1:1 (spend $1, get $1)
- Tier 3: the final $4,000 matched 2:1 (spend $2, get $1)
- Standard sign-up also gives $0.50 free credit; referrals give $10 to each side (up to $500)
- Dedicated engineer support over Slack plus a marketing spotlight across Novita’s channels
Who qualifies
- Venture-backed and Series B or earlier
- AI-native product or platform
- No existing Novita account and no prior Novita usage
- Helps your case: current provider and monthly spend, accelerator participation, active users or growth
Community Insights
Novita has a genuinely active community presence as a cheap, fast inference provider for open models (DeepSeek, GLM, Kimi, Qwen), frequently used via OpenRouter or Hugging Face as the backing provider. Sentiment is mixed-positive: praised for price, speed, prompt-caching, and configurable zero-retention, but there is a recurring, credible complaint that Novita serves quantized weights that can degrade quality versus first-party APIs, plus minor quirks like whitespace counting. For a startup spending credits it is good value if you validate output quality against the source model.
Best Practices (from community tips)
- Apply before creating any account. Prior usage disqualifies you, so don’t burn the $0.50 sign-up credit on the same email first.
- Front-load the $1,000 upfront tier, then plan spend to capture the 1:1 match (best ROI) before the 2:1 tier.
- Run your own eval against the official model API to check for quantization quality loss. Multiple users flag this on Novita.
- Use zero-data-retention mode if you handle sensitive data; it is available and configurable.
- Lean on aggressive prompt caching for agent and coding workloads. That is where the cost advantage is largest.
- Split credits deliberately between Model APIs and Agent Sandbox ($5,000 cap each); don’t assume one shared pool.