GLM-4.7-Flash vs Qwen3.8-27B-NVFP4-MTP-GGUF
Specs, VRAM requirements and download trends — updated 18 October 2026.
esatapedico · B · Open weights
Params
27.0 B
Context
—
30d
275 K
apache-2.0 · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | GLM-4.7-Flash | Qwen3.8-27B-NVFP4-MTP-GGUF |
|---|---|---|
| Deployment | Open weights · also via API | Open weights |
| Parameters | 31.2 B | 27.0 B |
| Architecture | Glm4MoeLiteForCausalLM | — |
| Context length | 202,752 | — |
| Licence | mit | apache-2.0 |
| Commercial use | Allowed | Allowed |
| Languages | 2 | 2 |
| Downloads 30d | 1,049,764 | 274,990 |
| Downloads all time | 15.7 M | 1.3 M |
| Quantizations on the Hub | SAFETENSORS | GGUF |
| Gated | No | No |
| First seen on the Hub | 2026-01-19 | 2026-08-14 |
| API input price / 1M tokens | $0.061 | not on OpenRouter |
| API output price / 1M tokens | $0.40 | not on OpenRouter |
| Est. cost per 1M input + 1M output tokens | $0.46 | not on OpenRouter |
| Cached input / 1M tokens | — | not on OpenRouter |
| AA Intelligence Index | — | not on OpenRouter |
| AA Coding Index | — | not on OpenRouter |
| AA Agentic Index | — | not on OpenRouter |
| Max output tokens | 117,964 | not on OpenRouter |
| API providers | 2 | not on OpenRouter |
| Tool calling | Yes | not on OpenRouter |
| Reasoning mode | Yes | not on OpenRouter |
API cost
Estimated cost of 1M input + 1M output tokens via OpenRouter
GLM-4.7-Flash
$0.46
Download trend
Daily snapshots, last 90 days (13 Aug – 10 Nov)
2.0 M193 K
GLM-4.7-Flash
Qwen3.8-27B-NVFP4-MTP-GGUF
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
GLM-4.7-Flash · fp16 @ 198K ctx
185.1 GB / 24 GB