Qwen2.5-Coder-7B-Instruct: benchmark scores, price and ranking

Qwen2.5-Coder-7B-Instruct from Alibaba ranks #263 of 743 LLMs on the LLMs Tiger aggregate benchmark score (49.5), based on 1 benchmark results captured up to 2026-10-13.

Organisation: Alibaba
Type: Open-weight / local model
Open weights: Yes
Cheapest API price: $0.010 in / $0.030 out per million tokens (via nscale, observed 2026-10-13T20:47Z)
Aggregate rank: #263 of 743 (score 49.5)

Across the 1 benchmark where at least ten models are scored, Qwen2.5-Coder-7B-Instruct is in the top 10% on 0 and in the top half on 1.

Its cheapest listed input price, $0.010 per million tokens, is lower than that of 99% of the 427 models with a listed price.

Qwen2.5-Coder-7B-Instruct benchmark results

Qwen2.5-Coder-7B-Instruct benchmark scores, ranked against all models measured on each benchmark
Benchmark	Score	Rank	Source	Captured
Aider Code Editing	57.9%	#43 of 92	Aider Aider Code Editing leaderboard	2026-10-13

About Qwen2.5-Coder-7B-Instruct

Qwen2.5-Coder-7B-Instruct is an open-weight model that can run on your own hardware from Alibaba. The cheapest API listing we track charges $0.010 per million input tokens and $0.030 per million output tokens, through nscale. We hold 1 benchmark result for it across 1 area, and none is in the top tenth of its board.

Where Qwen2.5-Coder-7B-Instruct stands

On our aggregate score, Qwen2.5-Coder-7B-Instruct is #263 of 743 ranked models, around the middle of the table. Its score is 49.5; the scale is centred on 50, so it sits 0.5 points below the typical model. That beats 65% of the ranked field. Among the 74 ranked Alibaba models it is #23. The next one up is Qwen3.5 Plus at 49.6. The next one down is Qwen3-Next-80B-A3B-Instruct at 49.3.

Qwen2.5-Coder-7B-Instruct, benchmark by benchmark

Aider Code Editing puts Qwen2.5-Coder-7B-Instruct at 57.9%, #43 of 92. That beats 53% of the models tested, but 26.3 points short of Claude 3.5-Sonnet-20241022 (84.2%). The results either side are gpt-3.5-turbo-0301 (57.9%) and gemini-1.5-pro-001 (57.1%). It covers Aider official benchmark. The board median is 55.6%, so Qwen2.5-Coder-7B-Instruct is 2.3 points above it. Source: Aider Aider Code Editing leaderboard, captured 2026-10-13.

Price and value

The median input price across the 427 priced models is $0.500 per million tokens, so Qwen2.5-Coder-7B-Instruct costs less than the typical listing. We found no cheaper model with a similar or better aggregate score, so Qwen2.5-Coder-7B-Instruct is the lowest-priced option at its level. Similar scores cost more on GLM-5.3-Flash (max) ($0.026) and Qwen3.7 Flash ($0.030).

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

#260 Reka Flash 3 (49.5)
#261 gemini-exp-1121 (49.5)
#262 gpt-3.5-turbo-0301 (49.5)
#264 Hunyuan-A13B-Instruct (49.5)
#265 gpt-4o-2024-08-06 (49.5)
#266 claude-opus-4-1-20250805_16K (49.5)