Model comparison

Step 5 Preview vs Yi-Lightning

Step 5 Preview is the stronger model overall, scoring 43.8 to 36.5 on the Noometry Index.

Last verified . 0 shared benchmarks.

Step 5 Preview StepFun

43.8

Rank #78 Reported

Yi-Lightning 01.AI

36.5

Rank #206 Confirmed

Summary

  • The widest gap is in coding, where Step 5 Preview leads 50.6 to 27.0.

Side by side

Step 5 Preview and Yi-Lightning specifications
Step 5 PreviewYi-Lightning
ProviderStepFun01.AI
Noometry Index43.836.5
Released2026-09-162024-12-02
WeightsProprietaryProprietary
Context window1.02M—
Max output66K—
Input $ / M tokens$1—
Output $ / M tokens$2.70—
Results tracked318

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Category by category

Coding Step 5 Preview leads

Step 5 Preview: 50.6 (#40), Yi-Lightning: 27.0 (#315)

Coding benchmarks
BenchmarkStep 5 PreviewYi-Lightning
Aider Polyglot—12.9%
LMArena WebDev1569—
SciCode58.9%—
LMArena Coding—1313

Reasoning Step 5 Preview leads

Step 5 Preview: 38.0 (#58), Yi-Lightning: 24.9 (#137)

Reasoning benchmarks
BenchmarkStep 5 PreviewYi-Lightning
CritPt20.9%—
LMArena Hard Prompts—1302

Math Not comparable

Step 5 Preview: —, Yi-Lightning: 33.5 (#173)

Math benchmarks
BenchmarkStep 5 PreviewYi-Lightning
LMArena Math—1300

Knowledge Not comparable

Step 5 Preview: —, Yi-Lightning: 34.8 (#182)

Knowledge benchmarks
BenchmarkStep 5 PreviewYi-Lightning
LMArena Expert—1286

Multilingual Not comparable

Step 5 Preview: —, Yi-Lightning: 42.4 (#191)

Multilingual benchmarks
BenchmarkStep 5 PreviewYi-Lightning
LMArena Non-English—1269
LMArena Chinese—1320
LMArena French—1304
LMArena German—1267
LMArena Japanese—1228
LMArena Korean—1192
LMArena Russian—1255
LMArena Spanish—1315

Instruction Following Not comparable

Step 5 Preview: —, Yi-Lightning: 67.6 (#191)

Instruction Following benchmarks
BenchmarkStep 5 PreviewYi-Lightning
LMArena Instruction Following—1278

Long Context Not comparable

Step 5 Preview: —, Yi-Lightning: 39.4 (#176)

Long Context benchmarks
BenchmarkStep 5 PreviewYi-Lightning
LMArena Longer Query—1297

Writing & Preference Not comparable

Step 5 Preview: —, Yi-Lightning: 50.4 (#178)

Writing & Preference benchmarks
BenchmarkStep 5 PreviewYi-Lightning
LMArena Text—1302
LMArena Creative Writing—1280
LMArena Multi-Turn—1311

Frequently asked questions

Is Step 5 Preview better than Yi-Lightning?

Step 5 Preview is the stronger model overall, scoring 43.8 to 36.5 on the Noometry Index.

Is Step 5 Preview or Yi-Lightning better for coding?

Step 5 Preview scores higher on coding benchmarks: 50.6 versus 27.0 in the Noometry coding category.

How many benchmarks do Step 5 Preview and Yi-Lightning share?

0 benchmarks have published results for both models. Step 5 Preview has 3 scored results on Noometry and Yi-Lightning has 18.

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