ollama/Qwen2.5.1-Coder-7B-Instruct-GGUF:Q8_0-32k: benchmark scores, price and ranking

ollama/Qwen2.5.1-Coder-7B-Instruct-GGUF:Q8_0-32k from Alibaba ranks #192 of 743 LLMs on the LLMs Tiger aggregate benchmark score (50.4), based on 1 benchmark results captured up to 2026-10-13.

Organisation: Alibaba
Type: Open-weight / local model
Open weights: Yes
Aggregate rank: #192 of 743 (score 50.4)

Across the 1 benchmark where at least ten models are scored, ollama/Qwen2.5.1-Coder-7B-Instruct-GGUF:Q8_0-32k is in the top 10% on 0 and in the top half on 1.

ollama/Qwen2.5.1-Coder-7B-Instruct-GGUF:Q8_0-32k benchmark results

ollama/Qwen2.5.1-Coder-7B-Instruct-GGUF:Q8_0-32k benchmark scores, ranked against all models measured on each benchmark
Benchmark	Score	Rank	Source	Captured
Aider Code Editing	63.9%	#33 of 92	Aider Aider Code Editing leaderboard	2026-10-13

About ollama/Qwen2.5.1-Coder-7B-Instruct-GGUF:Q8_0-32k

ollama/Qwen2.5.1-Coder-7B-Instruct-GGUF:Q8_0-32k is an open-weight model that can run on your own hardware from Alibaba. No API price is listed for it yet. We hold 1 benchmark result for it across 1 area, and none is in the top tenth of its board.

Where ollama/Qwen2.5.1-Coder-7B-Instruct-GGUF:Q8_0-32k stands

On our aggregate score, ollama/Qwen2.5.1-Coder-7B-Instruct-GGUF:Q8_0-32k is #192 of 743 ranked models, around the middle of the table. Its score is 50.4; the scale is centred on 50, so it sits 0.4 points above the typical model. That beats 74% of the ranked field. Among the 74 ranked Alibaba models it is #12. The next one up is Qwen3.7 Flash at 50.5. The next one down is Qwen2-72B at 50.1.

ollama/Qwen2.5.1-Coder-7B-Instruct-GGUF:Q8_0-32k, benchmark by benchmark

Aider Code Editing puts ollama/Qwen2.5.1-Coder-7B-Instruct-GGUF:Q8_0-32k at 63.9%, #33 of 92. That beats 64% of the models tested, but 20.3 points short of Claude 3.5-Sonnet-20241022 (84.2%). The results either side are nousresearch/hermes-3-llama-3.1-405b (63.9%) and ollama/qwen2.5-coder:14b (61.7%). It covers Aider official benchmark. The board median is 55.6%, so ollama/Qwen2.5.1-Coder-7B-Instruct-GGUF:Q8_0-32k is 8.3 points above it. Source: Aider Aider Code Editing leaderboard, captured 2026-10-13.

Reading these numbers

The 1 score on this page comes from 1 source: Aider Aider Code Editing leaderboard (1). 1 of them come from an official leaderboard and 0 from datasets or third-party runs. With 1 results the aggregate rank can move a lot when one new score arrives.

Models ranked nearby

#189 Qwen3.7 Flash (50.5)
#190 gemini-2.5-pro_16K (50.4)
#191 nousresearch/hermes-3-llama-3.1-405b (50.4)
#193 Claude 3.7 Sonnet (64k thinking) (50.4)
#194 Nemotron-Cascade-2-30B-A3B (50.4)
#195 DeepSeek-V3.2-Speciale (50.4)