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DeepSeek V4 Flash vs Gemini 2.5 Flash Lite

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 Flash and Gemini 2.5 Flash Lite.

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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Google

Gemini 2.5 Flash Lite

Gemini 2.5 Flash-Lite is a lightweight reasoning model in the Gemini 2.5 family, optimized for ultra-low latency and cost efficiency. It offers improved throughput, faster token generation, and better performance...

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Technical Specifications

SpecificationDeepSeek V4 FlashGemini 2.5 Flash Lite
ProviderDeepSeekGoogle
Context Window1,048,576 tokens1,048,576 tokens
Agent Suitability86/100N/A
Time to First Token (TTFT)120 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablebeta
API AvailableYesYes
Released Date2026-04-242025-07-22

API Pricing Comparison

Input Price per Million Tokens

DeepSeek V4 Flash

$0.09

Gemini 2.5 Flash Lite

$0.10

Output Price per Million Tokens

DeepSeek V4 Flash

$0.18

Gemini 2.5 Flash Lite

$0.40

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
8240.0%vsN/A
DeepSeek V4 Flash
Gemini 2.5 Flash Lite
HumanEvalPython coding & logic synthesis
8410.0%vsN/A
DeepSeek V4 Flash
Gemini 2.5 Flash Lite
MATHComplex mathematical problem solving
5020.0%vsN/A
DeepSeek V4 Flash
Gemini 2.5 Flash Lite
GPQAGraduate-level expert reasoning
3800.0%vsN/A
DeepSeek V4 Flash
Gemini 2.5 Flash Lite
HellaSwagCommonsense reasoning and inference
8350.0%vsN/A
DeepSeek V4 Flash
Gemini 2.5 Flash Lite
MT-BenchMulti-turn conversation flow quality
875.0%vsN/A
DeepSeek V4 Flash
Gemini 2.5 Flash Lite

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

Gemini 2.5 Flash Lite Quirks & Gotchas

No developer gotchas reported.