a16z speedrun companies can unlock up to $5,000 in inference credits, plus 20% off dedicated endpoints and 200+ models behind one API. Available now to the first 25 companies.
October 20, 2026
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GMI Cloud is now listed on the a16z speedrun marketplace, the perks program available to a16z speedrun companies. Through the marketplace, a16z speedrun companies can unlock $5,000 in inference credits on GMI Cloud once they reach $2,000 in platform spend in their first month, discounted dedicated endpoints, and a direct line to the GMI team for onboarding and support. Founders can start building on GMI today at gmicloud.ai/a16z.
The teams shipping the most interesting AI products right now are small, fast, and spending a growing share of their budget on tokens. For an early-stage company, inference cost is a product decision. It shapes which models you can afford to put in front of users, how many requests you can serve per dollar, and how quickly you can move from a working demo to paying customers.
GMI Cloud was built for exactly this stage. One API key opens 200+ models, including Claude, GPT, Gemini, and the leading open-source models, at pricing that typically runs 10 to 30 percent below official token rates. Teams switch models with a single parameter change and scale to dedicated endpoints once traffic settles into a steady pattern. Underneath all of it sits GMI's own GPU infrastructure, recognized by NVIDIA as an Exemplar Cloud on GB300 NVL72 systems.
By joining the a16z speedrun marketplace, we get to put that infrastructure in the hands of some of the most promising AI companies at the moment it matters most: while they are still deciding what to build and how much it will cost to run.
The offer is designed to cover a company's first serious month of inference, then keep working as volume grows.
Perk | Detail |
Inference credits | $5,000, unlocked once your team reaches $2,000 in platform spend during your first month |
Free trial run | A guided evaluation run set up with the GMI team before you commit spend |
Dedicated endpoints | 20% off, up to 200 hours, for teams with steady volume or latency requirements |
Model access | 200+ closed- and open-source models, with credits valid across all of them |
Pricing | Typically 10 to 30 percent below official token pricing |
Events | An automatic invite to every GMI Cloud event: demo days, founder dinners, and technical workshops across SF and Mountain View |
Bare-metal compute | Available for teams that need dedicated GPU infrastructure; mention it during onboarding |
Availability | Limited to the first 25 a16z speedrun companies. Credits are valid for 90 days. |
GMI Cloud is an AI inference platform with its own GPU infrastructure underneath. Teams pick the layer that fits how they work:
Inference Engine: OpenAI-compatible API access to 200+ models. Keep your existing client code, change the model name, and pay standard token rates on the model you choose.
Dedicated endpoints: Reserved capacity for production workloads that need predictable latency and throughput.
Bare-metal GPU compute: Dedicated NVIDIA infrastructure, including GB300 NVL72 systems, for training, fine-tuning, and large-scale serving.
Watch a video of our full console walkthrough here: https://www.youtube.com/watch?v=xNQDkHyrbfc
If you are building with a16z speedrun, here is the path:
Book a short intro call at gmicloud.ai/a16z. We will learn about your use case, help you get set up, and provide a free trial run.
We verify and apply. We'll send you credits within 24 hours on business days, and you will receive a confirmation email.
Make your first call. Follow the quickstart and you are running inference in minutes.
Questions about this offer? Email [email protected] and [email protected] and we will respond within 24 hours.
GMI Cloud is an AI-native cloud and one of seven NVIDIA Reference Platform Cloud Partners worldwide. With 200+ models behind a single API, dedicated endpoints for steady workloads, and bare-metal NVIDIA compute for training and large-scale serving, GMI Cloud helps startups and enterprises build, deploy, and scale AI applications at lower cost. Founded in 2021 and headquartered in Mountain View, California, the company operates GPU infrastructure across the world. Learn more at gmicloud.ai.
speedrun is Andreessen Horowitz's accelerator program for early-stage AI startups, providing founders with funding, mentorship, and a curated perks marketplace valued at over $5M in tools and infrastructure from leading technology partners. Learn more at speedrun.a16z.com.
Grace Deng
DevRel @ GMI Cloud
GMI Cloud helps you architect, deploy, optimize, and scale your AI strategies
