Model benchmarks
glm-4.7-flash:latest local LLM performance
As of April 2026, glm-4.7-flash:latest runs at up to 7.9 tok/s for local inference (best of 2 community benchmark runs across 1 GPU).
Model size
29.9B
Peak speed
7.9 tok/s
Average speed
7.0 tok/s
Min memory
24.3 GB
Max context
65.536 tokens
Avg quality
66.2
Benchmark runs
2
GPUs tested
1
Quality by task
Average LLM-judged quality (0–100) with the run-to-run spread shown as a P5–P95 band, overall and for each benchmark task, across all 2 runs. The low and high columns show how much the judge’s score varies between runs, and need at least two runs to display.
| Task | P5 (low) | Avg | P95 (high) |
|---|---|---|---|
| Overall | 63.5 | 66.2 | 68.9 |
| Agent Workflow | 72.1 | 76.5 | 80.9 |
| Code Generation | 54.5 | 58.5 | 62.6 |
| Role Play & Narrative | 61.1 | 63.1 | 65.2 |
| Research & Analysis | 62.5 | 66.8 | 71.0 |
Performance by hardware and tool
Every hardware/tool/quantization combination glm-4.7-flash:latest has been benchmarked on, ranked by peak token generation speed. Last updated April 2026.
| Hardware | Tool | Quant | Best tok/s | Avg tok/s | Memory | Context | Quality | Runs |
|---|---|---|---|---|---|---|---|---|
| AMD Radeon RX 7900 XTX | Ollama | Q4_K_M | 7.9 tok/s | 7.0 tok/s | 24.3 GB | 65.536 tokens | 66.2 | 2 |
Benchmark runs
All 2 glm-4.7-flash:latest runs submitted so far — expand one for its hardware, quality breakdown and per-scenario detail.
Frequently asked questions
- Is glm-4.7-flash:latest good for coding?
- In our benchmarks, glm-4.7-flash:latest scores 58.5/100 for coding. It runs at about 7.0 tok/s, so if you want more speed, /home/polaris/models/Tiel-Coder-35B-A3B-MTP-UD-Q6_K_XL.gguf is faster (~35.6 tok/s) and still scores well for coding (84.9/100).
- Is glm-4.7-flash:latest good for agentic (tool-using) tasks?
- In our benchmarks, glm-4.7-flash:latest scores 76.5/100 for agentic workflows. It runs at about 7.0 tok/s, so if you want more speed, muse-glimmer:latest is faster (~34.5 tok/s) and still scores well for agentic workflows (93.0/100).
- How fast is glm-4.7-flash:latest for local inference?
- Across 2 community benchmark runs, glm-4.7-flash:latest reaches up to 7.9 tok/s and averages 7.0 tok/s, with the fastest results on AMD Radeon RX 7900 XTX.
- How much memory does glm-4.7-flash:latest need?
- The leanest observed configuration used about 24.3 GB of memory (quantizations tested: Q4_K_M).
- Which tools have been used to run glm-4.7-flash:latest?
- Benchmarks were submitted using Ollama. Results are community-contributed and updated as new runs arrive.