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GPT-5 vs Step 3.7 Flash

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for GPT-5 and Step 3.7 Flash.

OpenAI

GPT-5

GPT-5 is OpenAI’s most advanced model, offering major improvements in reasoning, code quality, and user experience. It is optimized for complex tasks that require step-by-step reasoning, instruction following, and accuracy...

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StepFun

Step 3.7 Flash

Step 3.7 Flash is StepFun's latest high-efficiency multimodal Mixture-of-Experts model. It pairs a 196B-parameter language backbone with a vision encoder for native image and video understanding, activating roughly 11B parameters...

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Technical Specifications

SpecificationGPT-5Step 3.7 Flash
ProviderOpenAIStepFun
Context Window400,000 tokens256,000 tokens
Agent Suitability92/100N/A
Time to First Token (TTFT)320 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-08-072026-05-28

API Pricing Comparison

Input Price per Million Tokens

GPT-5

$1.25

Step 3.7 Flash

$0.20

Output Price per Million Tokens

GPT-5

$10.00

Step 3.7 Flash

$1.15

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
9210.0%vs8450.0%
GPT-5
Step 3.7 Flash
HumanEvalPython coding & logic synthesis
9400.0%vs8600.0%
GPT-5
Step 3.7 Flash
MATHComplex mathematical problem solving
8950.0%vs6680.0%
GPT-5
Step 3.7 Flash
GPQAGraduate-level expert reasoning
7950.0%vs4400.0%
GPT-5
Step 3.7 Flash
HellaSwagCommonsense reasoning and inference
9850.0%vs8580.0%
GPT-5
Step 3.7 Flash
MT-BenchMulti-turn conversation flow quality
950.0%vs890.0%
GPT-5
Step 3.7 Flash

GPT-5 Quirks & Gotchas

  • Reliable all-rounder — use as default for most production workflows
  • Not recommended for advanced reasoning chains — use o3-mini instead

Step 3.7 Flash Quirks & Gotchas

No developer gotchas reported.