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GPT-4 Turbo 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-4 Turbo and Step 3.7 Flash.

OpenAI

GPT-4 Turbo

The latest GPT-4 Turbo model with vision capabilities. Vision requests can now use JSON mode and function calling. Training data: up to December 2023.

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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-4 TurboStep 3.7 Flash
ProviderOpenAIStepFun
Context Window128,000 tokens256,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-04-092026-05-28

API Pricing Comparison

Input Price per Million Tokens

GPT-4 Turbo

$10.00

Step 3.7 Flash

$0.20

Output Price per Million Tokens

GPT-4 Turbo

$30.00

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
8640.0%vs8450.0%
GPT-4 Turbo
Step 3.7 Flash
HumanEvalPython coding & logic synthesis
8800.0%vs8600.0%
GPT-4 Turbo
Step 3.7 Flash
MATHComplex mathematical problem solving
7300.0%vs6680.0%
GPT-4 Turbo
Step 3.7 Flash
GPQAGraduate-level expert reasoning
5000.0%vs4400.0%
GPT-4 Turbo
Step 3.7 Flash
HellaSwagCommonsense reasoning and inference
8600.0%vs8580.0%
GPT-4 Turbo
Step 3.7 Flash
MT-BenchMulti-turn conversation flow quality
880.0%vs890.0%
GPT-4 Turbo
Step 3.7 Flash

GPT-4 Turbo Quirks & Gotchas

No developer gotchas reported.

Step 3.7 Flash Quirks & Gotchas

No developer gotchas reported.