Model comparison

Qwen1.5-7B vs Yi-Lightning

Yi-Lightning is the stronger model overall, scoring 37.1 to 31.4 on the Noometry Index.

Last verified . 12 shared benchmarks.

Qwen1.5-7B Alibaba (Qwen)

31.4

Rank #273 Confirmed

Yi-Lightning 01.AI

37.1

Rank #209 Confirmed

Summary

  • They share 12 benchmarks with published results for both. Qwen1.5-7B scores higher in 1 category and Yi-Lightning in 7 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Yi-Lightning leads 50.2 to 29.6.
  • Qwen1.5-7B has downloadable open weights; the other is API-only.

Side by side

Qwen1.5-7B and Yi-Lightning specifications
Qwen1.5-7BYi-Lightning
ProviderAlibaba (Qwen)01.AI
Noometry Index31.437.1
Released2024-02-042024-12-02
WeightsOpenProprietary
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked1318

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Category by category

Coding Qwen1.5-7B leads

Qwen1.5-7B: 32.2 (#276), Yi-Lightning: 27.4 (#320)

Coding benchmarks
BenchmarkQwen1.5-7BYi-Lightning
LMArena Coding11071312
Aider Polyglot—12.9%

Reasoning Yi-Lightning leads

Qwen1.5-7B: 20.4 (#240), Yi-Lightning: 25.9 (#139)

Reasoning benchmarks
BenchmarkQwen1.5-7BYi-Lightning
LMArena Hard Prompts10651302

Math Yi-Lightning leads

Qwen1.5-7B: 31.4 (#224), Yi-Lightning: 36.2 (#172)

Math benchmarks
BenchmarkQwen1.5-7BYi-Lightning
LMArena Math10801300

Knowledge Yi-Lightning leads

Qwen1.5-7B: 28.7 (#243), Yi-Lightning: 35.4 (#185)

Knowledge benchmarks
BenchmarkQwen1.5-7BYi-Lightning
LMArena Expert10551286
MMLU62.6%—

Multilingual Yi-Lightning leads

Qwen1.5-7B: 28.5 (#271), Yi-Lightning: 42.2 (#196)

Multilingual benchmarks
BenchmarkQwen1.5-7BYi-Lightning
LMArena Non-English10581269
LMArena Chinese11411320
LMArena Russian10061255
LMArena French—1305
LMArena German—1267
LMArena Japanese—1228
LMArena Korean—1192
LMArena Spanish—1315

Instruction Following Yi-Lightning leads

Qwen1.5-7B: 54.1 (#281), Yi-Lightning: 67.4 (#196)

Instruction Following benchmarks
BenchmarkQwen1.5-7BYi-Lightning
LMArena Instruction Following10581278

Long Context Yi-Lightning leads

Qwen1.5-7B: 33.1 (#266), Yi-Lightning: 39.4 (#181)

Long Context benchmarks
BenchmarkQwen1.5-7BYi-Lightning
LMArena Longer Query10901297

Writing & Preference Yi-Lightning leads

Qwen1.5-7B: 29.6 (#293), Yi-Lightning: 50.2 (#184)

Writing & Preference benchmarks
BenchmarkQwen1.5-7BYi-Lightning
LMArena Text10831302
LMArena Creative Writing10351280
LMArena Multi-Turn10621311

Frequently asked questions

Is Qwen1.5-7B better than Yi-Lightning?

Yi-Lightning is the stronger model overall, scoring 37.1 to 31.4 on the Noometry Index.

Is Qwen1.5-7B or Yi-Lightning better for coding?

Qwen1.5-7B scores higher on coding benchmarks: 32.2 versus 27.4 in the Noometry coding category.

How many benchmarks do Qwen1.5-7B and Yi-Lightning share?

12 benchmarks have published results for both models. Qwen1.5-7B has 13 scored results on Noometry and Yi-Lightning has 18.

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