Prime Inference
A large model inference service platform launched by Prime Intellect, built on vLLM and optimized for agentic workloads. It supports prefill/decode topology disaggregation, scheduler bubble optimization, and reliable tool calling.
Timeline (last 90 days)
Three providers, AI/ML API, LowRouter, and Prime Inference, were added to the model directory.
The v4.1.24 update refreshed the model catalog, adding Claude Haiku 5.5, as well as providers such as AI/ML API, LowRouter, and Prime Inference.
v3.0.71's model catalog adds three providers: AI/ML API, LowRouter and Prime Inference; the v0 provider is streamlined to provide only the default model `v0-1.5-md`; OpenCode Go migrates to the new endpoint `https://opencode.ai/inference/go/v1`; and Step 5 Preview is added to the Cline free list.
Prime Inference provides guarantees at the inference layer for structured output of tool calls and the stability of function calls.
Prime Intellect launched Prime Inference, deploying the GLM-5.3 model at scale based on vLLM.
When selecting an agent inference service, attention should be paid to its end-to-end performance under real agent workloads, rather than only looking at decoding speed on benchmarks.
Prime Inference has been specifically optimized for agent workloads.
Prime Inference incorporates specialized design in the prefill/decode topology to differentiate the allocation of compute resources between the two phases.
All Facts (8)
Three providers, AI/ML API, LowRouter, and Prime Inference, were added to the model directory.
50%Unverifiedv3.0.71's model catalog adds three providers: AI/ML API, LowRouter and Prime Inference; the v0 provider is streamlined to provide only the default model `v0-1.5-md`; OpenCode Go migrates to the new endpoint `https://opencode.ai/inference/go/v1`; and Step 5 Preview is added to the Cline free list.
50%UnverifiedPrime Inference incorporates specialized design in the prefill/decode topology to differentiate the allocation of compute resources between the two phases.
50%UnverifiedPrime Inference provides guarantees at the inference layer for structured output of tool calls and the stability of function calls.
50%UnverifiedWhen selecting an agent inference service, attention should be paid to its end-to-end performance under real agent workloads, rather than only looking at decoding speed on benchmarks.
50%UnverifiedPrime Inference has been specifically optimized for agent workloads.
50%UnverifiedThe v4.1.24 update refreshed the model catalog, adding Claude Haiku 5.5, as well as providers such as AI/ML API, LowRouter, and Prime Inference.
50%UnverifiedPrime Intellect launched Prime Inference, deploying the GLM-5.3 model at scale based on vLLM.
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