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Seed 1.6 Flash 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 Seed 1.6 Flash and Step 3.7 Flash.

ByteDance

Seed 1.6 Flash

Seed 1.6 Flash is an ultra-fast multimodal deep thinking model by ByteDance Seed, supporting both text and visual understanding. It features a 256k context window and can generate outputs of...

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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

SpecificationSeed 1.6 FlashStep 3.7 Flash
ProviderByteDanceStepFun
Context Window262,144 tokens256,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-12-232026-05-28

API Pricing Comparison

Input Price per Million Tokens

Seed 1.6 Flash

$0.07

Step 3.7 Flash

$0.20

Output Price per Million Tokens

Seed 1.6 Flash

$0.30

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%
Seed 1.6 Flash
Step 3.7 Flash
HumanEvalPython coding & logic synthesis
N/Avs8600.0%
Seed 1.6 Flash
Step 3.7 Flash
MATHComplex mathematical problem solving
N/Avs6680.0%
Seed 1.6 Flash
Step 3.7 Flash
GPQAGraduate-level expert reasoning
N/Avs4400.0%
Seed 1.6 Flash
Step 3.7 Flash
HellaSwagCommonsense reasoning and inference
N/Avs8580.0%
Seed 1.6 Flash
Step 3.7 Flash
MT-BenchMulti-turn conversation flow quality
N/Avs890.0%
Seed 1.6 Flash
Step 3.7 Flash

Seed 1.6 Flash Quirks & Gotchas

No developer gotchas reported.

Step 3.7 Flash Quirks & Gotchas

No developer gotchas reported.