Model comparison

GPT-4.5 vs Step 5 Preview

Step 5 Preview is the stronger model overall, scoring 43.8 to 36.9 on the Noometry Index.

Last verified . 0 shared benchmarks.

GPT-4.5 OpenAI

36.9

Rank #200 Confirmed

Step 5 Preview StepFun

43.8

Rank #78 Reported

Summary

  • The widest gap is in reasoning, where Step 5 Preview leads 38.0 to 14.1.

Side by side

GPT-4.5 and Step 5 Preview specifications
GPT-4.5Step 5 Preview
ProviderOpenAIStepFun
Noometry Index36.943.8
Released2025-02-272026-09-16
WeightsProprietaryProprietary
Context window—1.02M
Max output—66K
Input $ / M tokens—$1
Output $ / M tokens—$2.70
Results tracked423

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Category by category

Coding Step 5 Preview leads

GPT-4.5: 41.8 (#102), Step 5 Preview: 50.6 (#40)

Coding benchmarks
BenchmarkGPT-4.5Step 5 Preview
Aider Polyglot44.9%—
LMArena WebDev—1569
SciCode—58.9%
WeirdML39.4%—
LiveBench Coding75.2%—
LMArena Coding1397—

Agentic & Tool Use Not comparable

GPT-4.5: 27.6 (#92), Step 5 Preview: —

Agentic & Tool Use benchmarks
BenchmarkGPT-4.5Step 5 Preview
Cybench17.5%—

Reasoning Step 5 Preview leads

GPT-4.5: 14.1 (#320), Step 5 Preview: 38.0 (#58)

Reasoning benchmarks
BenchmarkGPT-4.5Step 5 Preview
ARC-AGI-20.8%—
SimpleBench34.5%—
ARC-AGI-110.3%—
CritPt—20.9%
EnigmaEval3.2%—
LiveBench Reasoning71.1%—
LMArena Hard Prompts1404—
LiveBench Data Analysis64.3%—
Epoch Capabilities Index136.74—
ForecastBench61.7—
LiveBench69%—

Math Not comparable

GPT-4.5: 31.0 (#200), Step 5 Preview: —

Math benchmarks
BenchmarkGPT-4.5Step 5 Preview
OTIS Mock AIME 2024-202537.8%—
LiveBench Math69.3%—
LMArena Math1412—
MATH Level 578.6%—

Knowledge Not comparable

GPT-4.5: 32.4 (#205), Step 5 Preview: —

Knowledge benchmarks
BenchmarkGPT-4.5Step 5 Preview
GPQA Diamond68.7%—
Humanity's Last Exam5.4%—
Confabulations13.6%—
LMArena Expert1394—

Multimodal Not comparable

GPT-4.5: 37.0 (#68), Step 5 Preview: —

Multimodal benchmarks
BenchmarkGPT-4.5Step 5 Preview
LMArena Vision1195—
VPCT45%—

Multilingual Not comparable

GPT-4.5: 52.7 (#78), Step 5 Preview: —

Multilingual benchmarks
BenchmarkGPT-4.5Step 5 Preview
LMArena Non-English1413—
LMArena Chinese1421—
LMArena French1417—
LMArena German1457—
LMArena Japanese1416—
LMArena Korean1392—
LMArena Russian1419—

Instruction Following Not comparable

GPT-4.5: 72.8 (#129), Step 5 Preview: —

Instruction Following benchmarks
BenchmarkGPT-4.5Step 5 Preview
LiveBench Instruction Following72.3%—
LMArena Instruction Following1404—

Long Context Not comparable

GPT-4.5: 40.4 (#150), Step 5 Preview: —

Long Context benchmarks
BenchmarkGPT-4.5Step 5 Preview
Fiction.LiveBench63.9%—
LMArena Longer Query1406—

Writing & Preference Not comparable

GPT-4.5: 57.1 (#129), Step 5 Preview: —

Writing & Preference benchmarks
BenchmarkGPT-4.5Step 5 Preview
LMArena Text1417—
LMArena Creative Writing1394—
Short-Story Creative Writing75.6%—
EQ-Bench Creative Writing1258—
LMArena Multi-Turn1444—
LiveBench Language61.5%—

Frequently asked questions

Is GPT-4.5 better than Step 5 Preview?

Step 5 Preview is the stronger model overall, scoring 43.8 to 36.9 on the Noometry Index.

Is GPT-4.5 or Step 5 Preview better for coding?

Step 5 Preview scores higher on coding benchmarks: 50.6 versus 41.8 in the Noometry coding category.

How many benchmarks do GPT-4.5 and Step 5 Preview share?

0 benchmarks have published results for both models. GPT-4.5 has 42 scored results on Noometry and Step 5 Preview has 3.

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