Model benchmarks
zai-org/glm-4.6v-flash local LLM performance
As of August 2026, zai-org/glm-4.6v-flash runs at up to 54.5 tok/s for local inference (best of 2 community benchmark runs across 1 GPU).
LM Studio
Model size
Unknown
Peak speed
54.5 tok/s
Average speed
33.9 tok/s
Min memory
7.4 GB
Max context
7,853 tokens
Best quality
89.4
Benchmark runs
2
GPUs tested
1
Performance by hardware and tool
Every hardware/tool/quantization combination zai-org/glm-4.6v-flash has been benchmarked on, ranked by peak token generation speed. Last updated August 2026.
| Hardware | Tool | Quant | Best tok/s | Avg tok/s | Memory | Context | Quality | Runs |
|---|---|---|---|---|---|---|---|---|
| NVIDIA GeForce RTX 4070 Ti SUPER | LM Studio | — | 54.5 tok/s | 54.5 tok/s | 11.0 GB | 7,853 tokens | 61.1 | 1 |
| CPU only | LM Studio | — | 13.2 tok/s | 13.2 tok/s | 7.4 GB | 1,282 tokens | 19.2 | 1 |
Frequently asked questions
- How fast is zai-org/glm-4.6v-flash for local inference?
- Across 2 community benchmark runs, zai-org/glm-4.6v-flash reaches up to 54.5 tok/s and averages 33.9 tok/s, with the fastest results on NVIDIA GeForce RTX 4070 Ti SUPER.
- How much memory does zai-org/glm-4.6v-flash need?
- The leanest observed configuration used about 7.4 GB of memory.
- Which tools have been used to run zai-org/glm-4.6v-flash?
- Benchmarks were submitted using LM Studio. Results are community-contributed and updated as new runs arrive.