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Claude Sonnet 4.6 vs DeepSeek V4 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 Claude Sonnet 4.6 and DeepSeek V4 Flash.

Anthropic

Claude Sonnet 4.6

Sonnet 4.6 is Anthropic's most capable Sonnet-class model yet, with frontier performance across coding, agents, and professional work. It excels at iterative development, complex codebase navigation, end-to-end project management with...

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DeepSeek

DeepSeek V4 Flash

DeepSeek V4 Flash is an efficiency-optimized Mixture-of-Experts model from DeepSeek with 284B total parameters and 13B activated parameters, supporting a 1M-token context window. It is designed for fast inference and...

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Technical Specifications

SpecificationClaude Sonnet 4.6DeepSeek V4 Flash
ProviderAnthropicDeepSeek
Context Window1,000,000 tokens1,048,576 tokens
Agent Suitability94/10086/100
Time to First Token (TTFT)350 ms120 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-02-172026-04-24

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4.6

$3.00

DeepSeek V4 Flash

$0.09

Output Price per Million Tokens

Claude Sonnet 4.6

$15.00

DeepSeek V4 Flash

$0.18

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
9040.0%vs8240.0%
Claude Sonnet 4.6
DeepSeek V4 Flash
HumanEvalPython coding & logic synthesis
9370.0%vs8410.0%
Claude Sonnet 4.6
DeepSeek V4 Flash
MATHComplex mathematical problem solving
8230.0%vs5020.0%
Claude Sonnet 4.6
DeepSeek V4 Flash
GPQAGraduate-level expert reasoning
6500.0%vs3800.0%
Claude Sonnet 4.6
DeepSeek V4 Flash
HellaSwagCommonsense reasoning and inference
9600.0%vs8350.0%
Claude Sonnet 4.6
DeepSeek V4 Flash
MT-BenchMulti-turn conversation flow quality
940.0%vs875.0%
Claude Sonnet 4.6
DeepSeek V4 Flash

Claude Sonnet 4.6 Quirks & Gotchas

  • โ–ธBest balance of speed and capability โ€” default for most Claude integrations
  • โ–ธComputer-use (beta) feature enables autonomous UI interaction

DeepSeek V4 Flash Quirks & Gotchas

  • โ–ธBest cost-per-token ratio of any hosted API โ€” ideal for high-throughput pipelines
  • โ–ธLower agentic performance vs V4 Pro โ€” route complex tool calls accordingly