Model comparison

Qwen2.5 7B Instruct vs Qwen2-72B

Qwen2-72B is the stronger model overall, scoring 30.0 to 29.0 on the Noometry Index.

Last verified . 5 shared benchmarks.

Qwen2.5 7B Instruct Alibaba (Qwen)

29.0

Rank #320 Confirmed

Qwen2-72B Alibaba (Qwen)

30.0

Rank #300 Confirmed

Summary

  • They share 5 benchmarks with published results for both. Qwen2.5 7B Instruct scores higher in 4 categories and Qwen2-72B in 3 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in math, where Qwen2-72B leads 30.2 to 12.6.
  • The biggest single-benchmark swing is BigCodeBench Complete: 46.1% for Qwen2.5 7B Instruct and 54% for Qwen2-72B.

Side by side

Qwen2.5 7B Instruct and Qwen2-72B specifications
Qwen2.5 7B InstructQwen2-72B
ProviderAlibaba (Qwen)Alibaba (Qwen)
Noometry Index29.030.0
Released2024-092024-06-07
WeightsOpenOpen
Context window131K—
Max output8K—
Input $ / M tokens$0.17—
Output $ / M tokens$0.70—
Results tracked1526

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Category by category

Coding Qwen2.5 7B Instruct leads

Qwen2.5 7B Instruct: 36.5 (#208), Qwen2-72B: 29.1 (#310)

Coding benchmarks
BenchmarkQwen2.5 7B InstructQwen2-72B
BigCodeBench Instruct37.6%38.5%
BigCodeBench Complete46.1%54%
WeirdML—11.3%
LMArena Coding—1196

Agentic & Tool Use Qwen2.5 7B Instruct leads

Qwen2.5 7B Instruct: 23.8 (#124), Qwen2-72B: 17.0 (#146)

Agentic & Tool Use benchmarks
BenchmarkQwen2.5 7B InstructQwen2-72B
TheAgentCompany—1.1%
BALROG7.8%—
METR Time Horizons—29.9%

Reasoning Qwen2-72B leads

Qwen2.5 7B Instruct: 14.8 (#322), Qwen2-72B: 23.2 (#181)

Reasoning benchmarks
BenchmarkQwen2.5 7B InstructQwen2-72B
Epoch Capabilities Index118.51125.28
Chess Puzzles0%—
LMArena Hard Prompts—1191
DTBench47.7%—
LMCA6.4%—

Math Qwen2-72B leads

Qwen2.5 7B Instruct: 12.6 (#306), Qwen2-72B: 30.2 (#236)

Math benchmarks
BenchmarkQwen2.5 7B InstructQwen2-72B
OTIS Mock AIME 2024-20252.5%—
Omni-MATH29.4%—
LMArena Math—1235
MATH Level 5—39.1%

Knowledge Qwen2-72B leads

Qwen2.5 7B Instruct: 17.0 (#286), Qwen2-72B: 21.2 (#275)

Knowledge benchmarks
BenchmarkQwen2.5 7B InstructQwen2-72B
GPQA Diamond35.5%40.8%
MMLU72.9%82.4%
MMLU-Pro53.9%—
GPQA (HELM)34.1%—
LMArena Expert—1171

Multilingual Not comparable

Qwen2.5 7B Instruct: —, Qwen2-72B: 35.9 (#244)

Multilingual benchmarks
BenchmarkQwen2.5 7B InstructQwen2-72B
LMArena Non-English—1176
LMArena Chinese—1240
LMArena French—1170
LMArena German—1151
LMArena Japanese—1111
LMArena Korean—1083
LMArena Russian—1169
LMArena Spanish—1169

Instruction Following Qwen2.5 7B Instruct leads

Qwen2.5 7B Instruct: 63.2 (#231), Qwen2-72B: 61.7 (#241)

Instruction Following benchmarks
BenchmarkQwen2.5 7B InstructQwen2-72B
IFEval74.1%—
LMArena Instruction Following—1181

Long Context Not comparable

Qwen2.5 7B Instruct: —, Qwen2-72B: 36.1 (#235)

Long Context benchmarks
BenchmarkQwen2.5 7B InstructQwen2-72B
LMArena Longer Query—1192

Writing & Preference Qwen2.5 7B Instruct leads

Qwen2.5 7B Instruct: 48.8 (#195), Qwen2-72B: 40.8 (#241)

Writing & Preference benchmarks
BenchmarkQwen2.5 7B InstructQwen2-72B
LMArena Text—1203
LMArena Creative Writing—1181
WildBench73.1%—
LMArena Multi-Turn—1196

Frequently asked questions

Is Qwen2.5 7B Instruct better than Qwen2-72B?

Qwen2-72B is the stronger model overall, scoring 30.0 to 29.0 on the Noometry Index.

Is Qwen2.5 7B Instruct or Qwen2-72B better for coding?

Qwen2.5 7B Instruct scores higher on coding benchmarks: 36.5 versus 29.1 in the Noometry coding category.

How many benchmarks do Qwen2.5 7B Instruct and Qwen2-72B share?

5 benchmarks have published results for both models. Qwen2.5 7B Instruct has 15 scored results on Noometry and Qwen2-72B has 26.

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