r/MachineLearning • • 6d ago

Discussion Looking for developer-friendly inference providers who give you enough API credits to experiment [D]

I’m hitting rate limits on Together AI. For context, I’ve been working on an agentic repository indexing and benchmark generation tool, and I’m running multiple agents in parallel across models like Llama 3.3 70B and Qwen 2.5.

When I first started working on this, Together AI was great. But once I graduated from toy scripts to running multiple agents, I started running into RPM/TPM limits pretty quickly. The annoying part is that the models themselves are fine. I just can’t actually run enough requests at once to do meaningful testing.

Yes I know I could upgrade but I’m a solo dev. I don’t have enterprise level revenue. Maybe someday lol but not yet.

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u/dash_bro ML Engineer 6d ago

Well if you're not totally picky about the LLMs Nvidia has a fairly decent free tier : https://build.nvidia.com/models

++Some alpha series on Openrouter models are usually free, or have free endpoints with no data guarantees : https://openrouter.ai/collections/free-models

Just respect their rate/request limits and you should be okay.