Novita AI

Novita AI is a pay-as-you-go AI cloud, headquartered in San Francisco, that puts more than 200 models, spanning LLMs, image, video, audio, and embeddings, behind a single OpenAI-compatible API, and pairs that with rentable GPU instances. It was founded around 2022 to 2023 and launched on Product Hunt in December 2023, and it remains bootstrapped and small, roughly 16 people, yet it punches above its size through partnerships: Novita is one of the backend providers inside Hugging Face's Inference Providers, and it partnered with the vLLM project that powers much of the industry's serving stack. The pitch is consolidation. Instead of separate accounts for text, image, and audio vendors, you call everything through one key and one invoice, at prices Novita claims run up to 50% below the big clouds.

A single key reaches LLMs like DeepSeek, Qwen, and Llama, image models, video models such as Kling and Seedance, text-to-speech and voice cloning, plus RTX 4090 GPU instances from about $0.18 per hour. The API mirrors OpenAI's, so most teams switch by changing a base URL. Llama 3.1 8B at $0.02 per million input tokens sits near the market floor, and, unusually for this category, Novita runs an open cash affiliate program rather than a credits-only referral. The trade-offs are a small team, thin public compliance documentation, and throughput that trails the specialists on large models.

What Novita AI covers in June 2026

Novita is two products under one account. The first is a unified inference API: pick a model by name, send an OpenAI-style request, and get back text, an image, a video clip, or audio. The catalog is genuinely broad, which is the main reason to choose it over a text-only host. The second is a GPU cloud with on-demand, spot, and bare-metal instances for teams that want raw compute rather than a managed endpoint. Its credibility rests less on funding, which is minimal, than on integrations: being a selectable backend inside Hugging Face's Inference Providers puts Novita in front of a huge developer audience, and on April 7, 2025 it announced a formal partnership with vLLM, supplying GPU compute to the project in exchange for memory-efficient serving. An April 2026 Artificial Analysis benchmark ranked Novita first for scientific-reasoning accuracy among the providers it tested, a useful third-party signal for a company this small.

Novita versus DeepInfra and RunPod

The closest comparison is DeepInfra, and the split is breadth versus speed. DeepInfra is text-only, with no image, video, or audio APIs and no GPU rental, but it tends to win on raw output throughput for large models, where Novita's catalog averages around 45 tokens per second. If your workload is purely LLM and latency-sensitive, DeepInfra often edges ahead; if you need image, video, and audio under one bill, Novita is the obvious pick. Against RunPod, the difference is management. RunPod rents you raw GPUs and expects you to bring your own Docker image and serving stack, whereas Novita hands you a one-line managed API call and offers GPU instances only as an overflow option. Together AI is the other reference point, with a deeper LLM catalog and managed fine-tuning that Novita lacks, so ML-heavy teams that need to train and serve in one place lean Together while multimodal builders lean Novita.

What it actually costs, and the rare cash affiliate

Pricing is usage-based with no subscription. Llama 3.1 8B runs $0.02 input and $0.05 output per million tokens, DeepSeek V4 Pro is $1.60 and $3.20, images start at $0.001 each, Kling video is priced per second, and text-to-speech is around $15 per million characters. GPU instances start near $0.18 per hour on spot. There is a free tier, though users report it is small and not clearly communicated.

"Novita.AI is the cheapest stable diffusion API in the world." anyisalin, Product Hunt, 2024.

The detail worth flagging for anyone monetizing content is the affiliate program. Novita pays a 10% cash commission on referred spend for 180 days, with an open self-serve signup and PayPal payout through Tapfiliate. That is genuinely rare in AI infrastructure, where almost every competitor offers credits-only referrals or nothing at all. A separate give-ten-get-ten credit referral exists too, but the cash program is the notable one.

Where Novita falls short

The most common early complaint is the free tier, which sets an expectation it does not meet.

"Says it's free, you create an account, balance is low, you need to pay." Trustpilot reviewer, March 2026.

Beyond that, rate limits arrive sooner than expected, with users reporting HTTP 429 errors around 300 requests per minute and a path to higher limits that runs through Discord or a sales call rather than a self-serve upgrade. Support itself is Discord-first, and one user described five days of email silence before resolving an issue in chat. On large, output-heavy workloads the throughput gap is real, since a catalog average near 45 tokens per second lags specialized providers. Finally, Novita advertises SOC 2 but does not make the report easy to access, which slows regulated-industry procurement.

Who Novita is for, and who should skip it

Novita is a strong fit for indie developers and startups that need many modalities under one billing account, for rapid model evaluation where an OpenAI-compatible endpoint lets you swap a model name and go, and for cost-sensitive teams where $0.02 per million tokens genuinely matters at volume. The optional GPU access is a bonus for the occasional custom job. Content creators in the AI space also get a real affiliate path here.

Skip it if you need enterprise compliance you can audit today, since the SOC 2 documentation is not self-service. Teams that want managed fine-tuning should look at Together AI or a dedicated platform. High-concurrency applications generating very long outputs will feel the throughput ceiling, and anyone who needs predictable fixed monthly pricing or a contractual enterprise SLA will find the usage-based billing and Discord support a poor match.