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DeepSeek V4 Flash vs DeepSeek V3.1

Detailed technical comparison between DeepSeek V4 Flash (DeepSeek) and DeepSeek V3.1 (DeepSeek). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.

โšก Executive Summary & Verdict

Comparison Snapshot

DeepSeek V4 Flash: 4 WinsvsDeepSeek V3.1: 2 Wins
Context Leader

DeepSeek V4 Flash

1,048,576 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

DeepSeek V4 Flash

$0.10 / MTok
DeepSeekactive

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...

View DeepSeek V4 Flash Full Specs โ†’
DeepSeekactive

DeepSeek V3.1

DeepSeek-V3.1 is a large hybrid reasoning model (671B parameters, 37B active) that supports both thinking and non-thinking modes via prompt templates. It extends the DeepSeek-V3 base with a two-phase long-context...

View DeepSeek V3.1 Full Specs โ†’

Technical Specifications

๐Ÿ† = Superior Spec
SpecificationDeepSeek V4 FlashDeepSeek V3.1
ProviderDeepSeekDeepSeek
Context Window1,048,576 tokens๐Ÿ†163,840 tokens
Agent Suitability86/100 (est.)Not yet benchmarked
Time to First Token (TTFT)120 ms (est.)No public TTFT data
Deployment Modelmanaged apiself hostable
Production StabilityStable GA (est.)Stable GA (est.)
API AvailableYesYes
Released Date2026-04-242025-08-21

API Pricing Comparison

Input Price per Million Tokens

DeepSeek V4 Flash

$0.10

DeepSeek V3.1

$0.25

Output Price per Million Tokens

DeepSeek V4 Flash

$0.20

DeepSeek V3.1

$0.95

๐Ÿ’ก Cost Ratio: DeepSeek V4 Flash is 2.6x cheaper per input token than DeepSeek V3.1.

Want to test both models live?

Run side-by-side prompt benchmarks in our dynamic multi-model Sandbox. Compare execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Standardized Scores (0โ€“100%)

Scores show verified raw accuracy percentages across standardized AI evaluation suites. Higher bars indicate superior performance in that domain.

MMLUGeneral knowledge & multi-task understanding
82.4%vs80.0%+2.4% DeepSeek V4 Flash
DeepSeek V4 Flash ๐Ÿ†
DeepSeek V3.1
HumanEvalPython coding & logic synthesis
84.1%vs78.2%+5.9% DeepSeek V4 Flash
DeepSeek V4 Flash ๐Ÿ†
DeepSeek V3.1
MATHComplex mathematical problem solving
50.2%vs55.4%+5.2% DeepSeek V3.1
DeepSeek V4 Flash
DeepSeek V3.1 ๐Ÿ†
GPQAGraduate-level expert reasoning
38.0%vs40.8%+2.8% DeepSeek V3.1
DeepSeek V4 Flash
DeepSeek V3.1 ๐Ÿ†
HellaSwagCommonsense reasoning and inference
83.5%vs83.0%+0.5% DeepSeek V4 Flash
DeepSeek V4 Flash ๐Ÿ†
DeepSeek V3.1
MT-BenchMulti-turn conversation flow quality
8.8%vs8.6%+0.2% DeepSeek V4 Flash
DeepSeek V4 Flash ๐Ÿ†
DeepSeek V3.1

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

DeepSeek V3.1 Quirks & Gotchas

No developer gotchas reported.

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