Model benchmarks
pfeifferj/Ornith-1.5-35B-A3B-GSQ-RCO-GGUF:3bit local LLM performance
As of October 2026, pfeifferj/Ornith-1.5-35B-A3B-GSQ-RCO-GGUF:3bit runs at up to 101.4 tok/s for local inference (best of 2 community benchmark runs across 1 GPU).
Model size
35B
Peak speed
101.4 tok/s
Average speed
94.8 tok/s
Avg PP
853.7 tok/s
Min memory
13.3 GB
Max context
32,768 tokens
Avg output / run
27,323 tokens
Avg runtime / run
4m 57s
Avg quality
73.3
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 | 63.3 | 73.3 | 83.3 |
| Agent Workflow | 13.1 | 50.2 | 87.4 |
| Code Generation | 64.2 | 70.1 | 75.9 |
| Role Play & Narrative | 87.1 | 89.8 | 92.5 |
| Research & Analysis | 82.8 | 83.1 | 83.3 |
Performance by hardware and tool
Every hardware/tool/quantization combination pfeifferj/Ornith-1.5-35B-A3B-GSQ-RCO-GGUF:3bit has been benchmarked on, ranked by peak token generation speed. Last updated October 2026.
| Hardware | Tool | Quant | Best tok/s | Avg tok/s | Memory | Context | Quality | Runs |
|---|---|---|---|---|---|---|---|---|
| AMD Radeon RX 9070/9070 XT/9070 GRE | llama.cpp | — | 101.4 tok/s | 94.8 tok/s | 13.3 GB | 32,768 tokens | 73.3 | 2 |
Benchmark runs
All 2 pfeifferj/Ornith-1.5-35B-A3B-GSQ-RCO-GGUF:3bit runs submitted so far — expand one for its hardware, quality breakdown and per-scenario detail.
Frequently asked questions
- Is pfeifferj/Ornith-1.5-35B-A3B-GSQ-RCO-GGUF:3bit good for agentic (tool-using) tasks?
- In our benchmarks, pfeifferj/Ornith-1.5-35B-A3B-GSQ-RCO-GGUF:3bit scores 50.2/100 for agentic workflows. It runs at about 94.8 tok/s, so if you want more speed, cyber-tiel-coder-35b-a3b-mtp is faster (~115.9 tok/s) and still scores well for agentic workflows (86.4/100).
- How fast is pfeifferj/Ornith-1.5-35B-A3B-GSQ-RCO-GGUF:3bit for local inference?
- Across 2 community benchmark runs, pfeifferj/Ornith-1.5-35B-A3B-GSQ-RCO-GGUF:3bit reaches up to 101.4 tok/s and averages 94.8 tok/s, with the fastest results on AMD Radeon RX 9070/9070 XT/9070 GRE.
- How much memory does pfeifferj/Ornith-1.5-35B-A3B-GSQ-RCO-GGUF:3bit need?
- The leanest observed configuration used about 13.3 GB of memory.
- Which tools have been used to run pfeifferj/Ornith-1.5-35B-A3B-GSQ-RCO-GGUF:3bit?
- Benchmarks were submitted using llama.cpp. Results are community-contributed and updated as new runs arrive.