Model comparison
WorldSim-Opus-3.6-35B-A3B vs gemma-4-26B-A4B-it
At Q4_K_M, gemma-4-26B-A4B-it is the smaller download — 16,796,017,248 bytes against 21,391,448,992. At long context the gap widens: WorldSim-Opus-3.6-35B-A3B's KV cache at 32K is 2.5× smaller, which usually matters more than the difference in weights.
From the file· summed bytes, KV per layer
Side by side
| WorldSim-Opus-3.6-35B-A3B | gemma-4-26B-A4B-it | |
|---|---|---|
| Parameters | 35.1B | 26.5B |
| Architecture | qwen35moe | gemma4 |
| Layers | 40 | 30 |
| Native context | 262,144 | 262,144 |
| Mixture of experts | yes, 256 experts | yes, 128 experts |
| Quantizations published | 49 | 46 |
| Smallest quantization | 6.97 GiB | 8.99 GiB |
| Q4_K_M | 19.92 GiB | 15.64 GiB |
| Licence | apache-2.0 | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | WorldSim-Opus-3.6-35B-A3B | gemma-4-26B-A4B-it | Ratio |
|---|---|---|---|
| 4,096 | 0.08 GiB | 0.45 GiB | 5.75× |
| 8,192 | 0.16 GiB | 0.61 GiB | 3.87× |
| 16,384 | 0.31 GiB | 0.92 GiB | 2.94× |
| 32,768 | 0.63 GiB | 1.54 GiB | 2.47× |
| 65,536 | 1.25 GiB | 2.79 GiB | 2.23× |
| 131,072 | 2.50 GiB | 5.29 GiB | 2.12× |