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Llama 3.2 3B Instruct 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 Llama 3.2 3B Instruct and Step 3.7 Flash.

Meta

Llama 3.2 3B Instruct

Llama 3.2 3B is a 3-billion-parameter multilingual large language model, optimized for advanced natural language processing tasks like dialogue generation, reasoning, and summarization. Designed with the latest transformer architecture, it...

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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

SpecificationLlama 3.2 3B InstructStep 3.7 Flash
ProviderMetaStepFun
Context Window131,072 tokens256,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-09-252026-05-28

API Pricing Comparison

Input Price per Million Tokens

Llama 3.2 3B Instruct

$0.05

Step 3.7 Flash

$0.20

Output Price per Million Tokens

Llama 3.2 3B Instruct

$0.33

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
N/Avs8450.0%
Llama 3.2 3B Instruct
Step 3.7 Flash
HumanEvalPython coding & logic synthesis
N/Avs8600.0%
Llama 3.2 3B Instruct
Step 3.7 Flash
MATHComplex mathematical problem solving
N/Avs6680.0%
Llama 3.2 3B Instruct
Step 3.7 Flash
GPQAGraduate-level expert reasoning
N/Avs4400.0%
Llama 3.2 3B Instruct
Step 3.7 Flash
HellaSwagCommonsense reasoning and inference
N/Avs8580.0%
Llama 3.2 3B Instruct
Step 3.7 Flash
MT-BenchMulti-turn conversation flow quality
N/Avs890.0%
Llama 3.2 3B Instruct
Step 3.7 Flash

Llama 3.2 3B Instruct Quirks & Gotchas

No developer gotchas reported.

Step 3.7 Flash Quirks & Gotchas

No developer gotchas reported.