Benchmark result

Ornith-1.5-35B-A3B-APEX-MTP-I-Compact — 23.0 tok/s

Measured with vLLM on September 23, 2026.

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What the model built

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The coding scenario asks for a playable game in a single HTML file. This is exactly what the model returned, unedited.

How this run compares

Ornith-1.5-35B-A3B-APEX-MTP-I-Compact on other hardware

Reproduce this run

toolvLLM
modelOrnith-1.5-35B-A3B-APEX-MTP-I-Compact
context98,304
thinkingon
clientv0.4.80+98

Set those in vLLM, then:

llm-benchmark benchmark --model "Ornith-1.5-35B-A3B-APEX-MTP-I-Compact" --tool "vLLM"

The client prompts for context length and thinking mode, and for the KV cache dtype on Unsloth Studio. Sampling is left at the model default — the values above are what the tool reported using, not overrides the client sent.