Laguna S 2.1 122B vs Ornith 35B vs Qwen 3.6 35B
KAT-Coder V2.5 vs Ornith 35B vs Qwen 3.6 35B vs Laguna S 2.1 122B — each model got one shot to generate a CS-style FPS game. Only 1 attempt per model.
Ornith 1.0 35B-A3B UD-Q8_K_XL
huggingface.co/unsloth/Ornith-1.0-35B-GGUF
Cleanest output. Working FPS prototype with full HUD, crosshair, movement, and bots.
KAT-Coder V2.5 Dev Q8_0
huggingface.co/bartowski/Kwaipilot_KAT-Coder-V2.5-Dev-GGUF
Strong coding model. Solid FPS output with good structure.
Qwen 3.6 35B-A3B UD-Q8_K_XL
huggingface.co/unsloth/Qwen3.6-35B-A3B-GGUF
Solid attempt with good visuals. Required a fix to become fully playable.
Laguna S 2.1 UD-Q4_K_XL
huggingface.co/unsloth/Laguna-S-2.1-GGUF
Unplayable. Minimal output that didn't produce a working game.
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| Parameter | Laguna S 2.1 UD-Q4_K_XL | Ornith 35B UD-Q8_K_XL | KAT-Coder V2.5 Dev Q8_0 | Qwen 3.6 35B-A3B UD-Q8_K_XL |
|---|---|---|---|---|
| ctx-size | 262144 | 262144 | 262144 | 262144 |
| n-gpu-layers | all | all | all | all |
| n-cpu-moe | 46 | 40 | 29 | 40 |
| kv-offload | true | true | true | true |
| cache-type-k/v | q8_0 | q8_0 | q8_0 | q8_0 |
| temp | 0.7 | 0.6 | 0.6 | 0.6 |
| top-p | 1.0 | 0.95 | 0.95 | 0.95 |
| top-k | 20 | 20 | 20 | 20 |
| min-p | 0.0 | 0.0 | 0.0 | 0.0 |
| repeat-penalty | 1.0 | — | — | — |
| reasoning | on | on | on | on |
| spec-type | — | — | — | draft-mtp |
| spec-draft-n-max | — | — | — | 2 |
| dry-multiplier / base | 0.6 / 1.75 | — | — | — |