GLM-5.3-Flash-GGUF vs Qwen3-235B-A22B-Instruct-2507
Specs, VRAM requirements and download trends — updated 24 October 2026.
Qwen · B · Open weights
Params
235.1 B
Context
262,144
30d
141 K
apache-2.0 · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | GLM-5.3-Flash-GGUF | Qwen3-235B-A22B-Instruct-2507 |
|---|---|---|
| Deployment | Open weights | Open weights · also via API |
| Parameters | 321.3 B | 235.1 B |
| Architecture | — | Qwen3MoeForCausalLM |
| Context length | — | 262,144 |
| Licence | mit | apache-2.0 |
| Commercial use | Allowed | Allowed |
| Languages | 2 | — |
| Downloads 30d | 857,059 | 141,425 |
| Downloads all time | 1.7 M | 1.9 M |
| Quantizations on the Hub | GGUF | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2026-08-26 | 2025-07-21 |
| API input price / 1M tokens | not on OpenRouter | $0.09 |
| API output price / 1M tokens | not on OpenRouter | $0.55 |
| Est. cost per 1M input + 1M output tokens | not on OpenRouter | $0.64 |
| Cached input / 1M tokens | not on OpenRouter | — |
| AA Intelligence Index | not on OpenRouter | 12 |
| AA Coding Index | not on OpenRouter | — |
| AA Agentic Index | not on OpenRouter | — |
| Max output tokens | not on OpenRouter | 16,384 |
| API providers | not on OpenRouter | 5 |
| Tool calling | not on OpenRouter | Yes |
| Reasoning mode | not on OpenRouter | No |
API cost
Estimated cost of 1M input + 1M output tokens via OpenRouter
Qwen3-235B-A22B-Instruct-2507
$0.64
Download trend
Daily snapshots, last 44 days (11 Sep – 24 Oct)
1.1 M141 K
GLM-5.3-Flash-GGUF
Qwen3-235B-A22B-Instruct-2507
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
Qwen3-235B-A22B-Instruct-2507 · fp16 @ 256K ctx
1,646.2 GB / 24 GB