Benchmark result

tiel-coder-35b-a3b-ud-q4_k_xl on NVIDIA GeForce RTX 3070 Ti — 54.0 tok/s

Measured with Polystrata manual on November 10, 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; the frame only adds a line that tells this page how tall it is.

How this run compares

tiel-coder-35b-a3b-ud-q4_k_xl on other hardware

Reproduce this run

toolPolystrata manual
modeltiel-coder-35b-a3b-ud-q4_k_xl (Q4_K)
context65,536
thinkingon
clientv0.4.99+102

Set those in Polystrata, then:

llm-benchmark benchmark --model "tiel-coder-35b-a3b-ud-q4_k_xl" --tool "Polystrata"

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.