# Qwen2.5 7B Instruct vs Qwen2.5-Coder-32B

> Qwen2.5-Coder-32B is the stronger model overall, scoring 32.9 to 28.6 on the Noometry Index. Qwen2.5 7B Instruct costs 2.4× less per token, which makes it the better buy when Qwen2.5-Coder-32B's lead doesn't matter for your workload.

- Canonical page: https://noometry.com/compare/qwen2-5-7b-instruct-vs-qwen2-5-coder-32b
- Last updated: 2026-10-10
- Shared benchmarks: 4

## Summary

- They share 4 benchmarks with published results for both. Qwen2.5 7B Instruct scores higher in 3 categories and Qwen2.5-Coder-32B in 3 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in math, where Qwen2.5-Coder-32B leads 30.8 to 11.8.
- The biggest single-benchmark swing is BigCodeBench Complete: 46.1% for Qwen2.5 7B Instruct and 58% for Qwen2.5-Coder-32B.
- Qwen2.5 7B Instruct is cheaper at $0.17 / $0.70 per million input/output tokens, against $0.66 / $1 for Qwen2.5-Coder-32B.
- Qwen2.5 7B Instruct accepts more context: 131K tokens versus 33K.

## Snapshot

| | Qwen2.5 7B Instruct | Qwen2.5-Coder-32B |
|---|---|---|
| Provider | Alibaba (Qwen) | Alibaba (Qwen) |
| Noometry Index | 28.6 | 32.9 |
| Rank | 314 | 239 |
| Context | 131K | 33K |
| Input $/M | $0.17 | $0.66 |
| Output $/M | $0.70 | $1 |
| Weights | Open | Open |

## Coding

- Qwen2.5 7B Instruct: 35.9 (#204)
- Qwen2.5-Coder-32B: 22.4 (#328)

| Benchmark | Qwen2.5 7B Instruct | Qwen2.5-Coder-32B |
|---|---|---|
| BigCodeBench Instruct | 37.6% | 49% |
| BigCodeBench Complete | 46.1% | 58% |
| SWE-bench Verified (bash only) | — | 9% |
| Aider Polyglot | — | 16.4% |
| LiveBench Coding | — | 56.9% |
| LMArena Coding | — | 1276 |
| HumanEval+ | — | 87.2% |
| MBPP+ | — | 77% |

## Agentic & Tool Use

- Qwen2.5 7B Instruct: 23.5 (#117)
- Qwen2.5-Coder-32B: —

| Benchmark | Qwen2.5 7B Instruct | Qwen2.5-Coder-32B |
|---|---|---|
| BALROG | 7.8% | — |

## Reasoning

- Qwen2.5 7B Instruct: 14.3 (#317)
- Qwen2.5-Coder-32B: 20.4 (#220)

| Benchmark | Qwen2.5 7B Instruct | Qwen2.5-Coder-32B |
|---|---|---|
| Epoch Capabilities Index | 118.44 | 119.41 |
| Chess Puzzles | 0% | — |
| LiveBench Reasoning | — | 42.1% |
| LMArena Hard Prompts | — | 1251 |
| DTBench | 47.7% | — |
| LiveBench Data Analysis | — | 49.9% |
| LMCA | 6.4% | — |
| HellaSwag | — | 83% |
| LiveBench | — | 46.2% |
| WinoGrande | — | 80.8% |

## Math

- Qwen2.5 7B Instruct: 11.8 (#300)
- Qwen2.5-Coder-32B: 30.8 (#203)

| Benchmark | Qwen2.5 7B Instruct | Qwen2.5-Coder-32B |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 2.5% | — |
| Omni-MATH | 29.4% | — |
| LiveBench Math | — | 46.6% |
| LMArena Math | — | 1251 |
| GSM8K | — | 93% |

## Knowledge

- Qwen2.5 7B Instruct: 17.0 (#281)
- Qwen2.5-Coder-32B: 32.9 (#200)

| Benchmark | Qwen2.5 7B Instruct | Qwen2.5-Coder-32B |
|---|---|---|
| MMLU | 72.9% | 79.1% |
| GPQA Diamond | 35.5% | — |
| MMLU-Pro | 53.9% | — |
| GPQA (HELM) | 34.1% | — |
| LMArena Expert | — | 1221 |
| ARC (AI2) Challenge | — | 70.5% |

## Multilingual

- Qwen2.5 7B Instruct: —
- Qwen2.5-Coder-32B: 38.0 (#230)

| Benchmark | Qwen2.5 7B Instruct | Qwen2.5-Coder-32B |
|---|---|---|
| LMArena Non-English | — | 1205 |
| LMArena Chinese | — | 1222 |
| LMArena Russian | — | 1228 |

## Instruction Following

- Qwen2.5 7B Instruct: 63.4 (#226)
- Qwen2.5-Coder-32B: 61.6 (#240)

| Benchmark | Qwen2.5 7B Instruct | Qwen2.5-Coder-32B |
|---|---|---|
| LiveBench Instruction Following | — | 58.7% |
| IFEval | 74.1% | — |
| LMArena Instruction Following | — | 1223 |

## Long Context

- Qwen2.5 7B Instruct: —
- Qwen2.5-Coder-32B: 37.9 (#204)

| Benchmark | Qwen2.5 7B Instruct | Qwen2.5-Coder-32B |
|---|---|---|
| LMArena Longer Query | — | 1251 |

## Writing & Preference

- Qwen2.5 7B Instruct: 48.8 (#194)
- Qwen2.5-Coder-32B: 41.8 (#235)

| Benchmark | Qwen2.5 7B Instruct | Qwen2.5-Coder-32B |
|---|---|---|
| LMArena Text | — | 1230 |
| LMArena Creative Writing | — | 1174 |
| WildBench | 73.1% | — |
| LMArena Multi-Turn | — | 1222 |
| LiveBench Language | — | 23.3% |

## FAQ

### Is Qwen2.5 7B Instruct better than Qwen2.5-Coder-32B?

Qwen2.5-Coder-32B is the stronger model overall, scoring 32.9 to 28.6 on the Noometry Index. Qwen2.5 7B Instruct costs 2.4× less per token, which makes it the better buy when Qwen2.5-Coder-32B's lead doesn't matter for your workload.

### Which is cheaper, Qwen2.5 7B Instruct or Qwen2.5-Coder-32B?

Qwen2.5 7B Instruct is cheaper. It lists at $0.17 per million input tokens and $0.70 per million output tokens; Qwen2.5-Coder-32B lists at $0.66 and $1.

### Is Qwen2.5 7B Instruct or Qwen2.5-Coder-32B better for coding?

Qwen2.5 7B Instruct scores higher on coding benchmarks: 35.9 versus 22.4 in the Noometry coding category.

### Which has the bigger context window?

Qwen2.5 7B Instruct does, with 131K tokens against 33K.

### How many benchmarks do Qwen2.5 7B Instruct and Qwen2.5-Coder-32B share?

4 benchmarks have published results for both models. Qwen2.5 7B Instruct has 15 scored results on Noometry and Qwen2.5-Coder-32B has 31.