ModelRun [by Modular]: Models and Prices

Modular Cloud, the hosted inference service of Modular (maker of Mojo and MAX): shared OpenAI-compatible endpoints billed per token and dedicated deployments.

ModelRun [by Modular] served 551B tokens of other labs' open-weight models over Nov 2 to Nov 8, 2026 through a large public LLM router, #28 among providers.

Open-weight models

ModelFamilyShare of modelTokens, 7dInput $/MOutput $/MTokens/sUptime 3dContext
DeepSeek V4.1 Flash 1017DeepSeek0.6%319B$0.17$0.67117100.0%1.05M
MiniMax M3.1 FlashMiniMax1.8%91B$0.15$0.60116100.0%1.05M
Qwen3.8 27BQwen11.2%66B$0.20$2.50117100.0%262K
MiniMax M3MiniMax5.9%35B$0.30$1.3087100.0%1.05M
Gemma 4 31BGemma8.0%34B$0.75$1.00215100.0%262K

List prices per million tokens as of November 8, 2026. Share: of all tokens served on that model; a dash where the volume is not reported.

Company

Headquarters
Los Altos, CA
Compute
Serves production workloads on NVIDIA and AMD GPUs; dedicated deployments run on Modular’s compute or the customer’s own cloud.
Latest financing
Acquired by Qualcomm; the deal closed in July 2026.

Sources: Modular, Modular, Modular.

Finance your GPUs

Serving tokens on your own GPUs? Tell us the cluster, the models you serve and the contracts behind them, and we will share it with partner funders that fit.

Prefer email? hello@amcompute.com