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DeepSeek V4 Pro vs Qwen3 Coder 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 DeepSeek V4 Pro and Qwen3 Coder Flash.

DeepSeek

DeepSeek V4 Pro

DeepSeek V4 Pro is a large-scale Mixture-of-Experts model from DeepSeek with 1.6T total parameters and 49B activated parameters, supporting a 1M-token context window. It is designed for advanced reasoning, coding,...

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Alibaba

Qwen3 Coder Flash

Qwen3 Coder Flash is Alibaba's fast and cost efficient version of their proprietary Qwen3 Coder Plus. It is a powerful coding agent model specializing in autonomous programming via tool calling...

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Technical Specifications

SpecificationDeepSeek V4 ProQwen3 Coder Flash
ProviderDeepSeekAlibaba
Context Window1,048,576 tokens1,000,000 tokens
Agent Suitability94/100N/A
Time to First Token (TTFT)280 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablebeta
API AvailableYesYes
Released Date2026-04-242025-09-17

API Pricing Comparison

Input Price per Million Tokens

DeepSeek V4 Pro

$0.43

Qwen3 Coder Flash

$0.20

Output Price per Million Tokens

DeepSeek V4 Pro

$0.87

Qwen3 Coder Flash

$0.97

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
8850.0%vsN/A
DeepSeek V4 Pro
Qwen3 Coder Flash
HumanEvalPython coding & logic synthesis
8900.0%vsN/A
DeepSeek V4 Pro
Qwen3 Coder Flash
MATHComplex mathematical problem solving
7460.0%vsN/A
DeepSeek V4 Pro
Qwen3 Coder Flash
GPQAGraduate-level expert reasoning
4900.0%vsN/A
DeepSeek V4 Pro
Qwen3 Coder Flash
HellaSwagCommonsense reasoning and inference
8750.0%vsN/A
DeepSeek V4 Pro
Qwen3 Coder Flash
MT-BenchMulti-turn conversation flow quality
918.0%vsN/A
DeepSeek V4 Pro
Qwen3 Coder Flash

DeepSeek V4 Pro Quirks & Gotchas

  • โ–ธMoE architecture โ€” cold-start latency on first request, use keep-alive
  • โ–ธBest cost-performance ratio of any frontier model โ€” strong tool calling for agentic use

Qwen3 Coder Flash Quirks & Gotchas

No developer gotchas reported.