Cogito V1 Preview Qwen 32B vs Qwen3 Nemotron 235B A22B GenRM 2603
Side-by-side comparison of VRAM requirements, quantization, context length, and hardware compatibility.
Specifications
| Cogito V1 Preview Qwen 32B | Qwen3 Nemotron 235B A22B GenRM 2603 | |
|---|---|---|
| Parameters | 32B | 235.1B |
| Context | 131K | 262K |
| Architecture | Qwen2ForCausalLM | Qwen3MoeForCausalLM |
| License | Apache 2.0 | Apache 2.0 |
| Downloads | 43.2K | 283 |
| Released | Apr 2025 | Mar 2026 |
VRAM by Quantization: Cogito V1 Preview Qwen 32B vs Qwen3 Nemotron 235B A22B GenRM 2603
| Quantization | Bits | Cogito V1 Preview Qwen 32B VRAM | Qwen3 Nemotron 235B A22B GenRM 2603 VRAM |
|---|---|---|---|
| Q2_K | 3.40 | 14.4 GB | — |
| Q3_K_M | 3.90 | 16.4 GB | — |
| Q3_K_S | 3.50 | 14.8 GB | — |
| Q4_0 | 4.00 | 16.8 GB | — |
| Q4_K_M | 4.80 | 20.0 GB | — |
| Q5_K_M | 5.70 | 23.6 GB | — |
| Q6_K | 6.60 | 27.2 GB | — |
| Q8_0 | 8.00 | 32.8 GB | — |
Verdict
Qwen3 Nemotron 235B A22B GenRM 2603 supports a longer context window (262K tokens). Cogito V1 Preview Qwen 32B is the more widely downloaded of the two.
Frequently Asked Questions
- Which has a longer context window, Cogito V1 Preview Qwen 32B or Qwen3 Nemotron 235B A22B GenRM 2603?
Cogito V1 Preview Qwen 32B supports 131,072 tokens and Qwen3 Nemotron 235B A22B GenRM 2603 supports 262,144 tokens.
- What is the difference between Cogito V1 Preview Qwen 32B and Qwen3 Nemotron 235B A22B GenRM 2603?
Cogito V1 Preview Qwen 32B is a 32B model from deepcogito (Qwen family), while Qwen3 Nemotron 235B A22B GenRM 2603 is a 235.1B model from NVIDIA (Qwen family). Compare their VRAM requirements above to see which fits your GPU or Mac.