Qwen2.5 Coder 32B Q8
Popular Ollama model family: Qwen2.5 Coder. Caveat: Estimated values are placeholders unless marked measured..
Hardware Snapshot
| Family | Qwen2.5 Coder |
|---|---|
| Scenario | coding |
| License scope | open-source |
| Quantization | Q8 |
| VRAM minimum | 24GB |
| VRAM optimal | 34GB |
| Best local GPU | RTX 6000 Ada 48GB |
| Cloud fallback | A100 80GB |
| Updated | 2026-02-24 |
| Data status | Verified by Real Hardware |
| Ollama source | Library reference (verified: 2026-02-24) |
| Ollama tag | qwen2.5-coder:32b |
| Category | coding |
Benchmark Anchors
| Hardware | Expected tok/s |
|---|---|
| RTX 3090 24GB | 7.9 |
| RTX 4090 24GB | 10.7 |
| A100 80GB | 19 |
Real Hardware Benchmark (RTX 3090)
| Tokens/s | 37.884 |
|---|---|
| Latency | 1521 ms |
| Prompt tokens | 50 |
| Eval tokens | 39 |
| Test time | 2026-04-01T11:53:50Z |
| GPU model | NVIDIA GeForce RTX 3090 |
Verified by real hardware.
Performance Curve
Reference anchors are baseline estimates. Measured RTX 3090 data is overlaid when available.
Best Hardware for Qwen2.5 Coder 32B Q8
- Local run: RTX 3090 (24GB) (Check latest deal) for around 37.884 tok/s on this profile.
- Cloud run: RunPod A100 80GB , about 0.5x the local 3090 speed anchor.
- Alternative cloud: Vast.ai options for flexible spot pricing.
Local vs Cloud Cost Hint
| Mode | 40h / month | 120h / month |
|---|---|---|
| Local power only (3090 baseline) | $2.24 | $6.72 |
| A100 80GB | $78 | $234 |
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