Benchmark result

IsValorum/Ornith-1_5-35B-A3B_APEX-I-MiniPlus-V2_1 on NVIDIA GeForce RTX 3050 — 22.7 tok/s

Measured with llama.cpp manual on November 1, 2026.

ShareRedditX

What the model built

Open full screen →

The coding scenario asks for a playable game in a single HTML file. This is exactly what the model returned, unedited; the frame only adds a line that tells this page how tall it is.

How this run compares

2nd fastest of 2 runs of this model on NVIDIA GeForce RTX 3050 · median 22.9 tok/s.

sort
Compare the nearest 5 →

Reproduce this run

toolllama.cpp manual
modelIsValorum/Ornith-1_5-35B-A3B_APEX-I-MiniPlus-V2_1
context65,536
thinkingoff
clientv0.4.98+102

Set those in llama.cpp, then:

llm-benchmark benchmark --model "IsValorum/Ornith-1_5-35B-A3B_APEX-I-MiniPlus-V2_1" --tool "llama.cpp"

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.