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Doubao Pro 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 Doubao Pro and Step 3.7 Flash.

ByteDance

Doubao Pro

Doubao Pro (่ฑ†ๅŒ… Pro) is ByteDance's flagship large language model, powering the Doubao AI assistant used by over 100 million monthly active users in China. Built by ByteDance's Seed team, Doubao Pro achieves top-tier results on Chinese-language benchmarks, excelling at long-context understanding, multimodal reasoning, and creative writing. Its architecture is optimized for the massive scale of ByteDance's inference infrastructure, enabling cost-efficient deployment across Douyin, TikTok, and enterprise API customers via Volcano Engine.

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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

SpecificationDoubao ProStep 3.7 Flash
ProviderByteDanceStepFun
Context Window256,000 tokens256,000 tokens
Agent Suitability86/100N/A
Time to First Token (TTFT)300 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-01-152026-05-28

API Pricing Comparison

Input Price per Million Tokens

Doubao Pro

$0.80

Step 3.7 Flash

$0.20

Output Price per Million Tokens

Doubao Pro

$1.60

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

Doubao Pro Quirks & Gotchas

  • โ–ธMassive user base โ€” one of the most deployed Chinese models in production
  • โ–ธAPI available through Volcano Engine โ€” requires Chinese enterprise registration

Step 3.7 Flash Quirks & Gotchas

No developer gotchas reported.