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DeepSeek V4 Flash vs Gemini 2.5 Flash Lite Preview 09-2025

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 Preview 09-2025.

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 Preview 09-2025

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 Preview 09-2025
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 Date2026-04-242025-09-25

API Pricing Comparison

Input Price per Million Tokens

DeepSeek V4 Flash

$0.09

Gemini 2.5 Flash Lite Preview 09-2025

$0.10

Output Price per Million Tokens

DeepSeek V4 Flash

$0.18

Gemini 2.5 Flash Lite Preview 09-2025

$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 Preview 09-2025
HumanEvalPython coding & logic synthesis
8410.0%vsN/A
DeepSeek V4 Flash
Gemini 2.5 Flash Lite Preview 09-2025
MATHComplex mathematical problem solving
5020.0%vsN/A
DeepSeek V4 Flash
Gemini 2.5 Flash Lite Preview 09-2025
GPQAGraduate-level expert reasoning
3800.0%vsN/A
DeepSeek V4 Flash
Gemini 2.5 Flash Lite Preview 09-2025
HellaSwagCommonsense reasoning and inference
8350.0%vsN/A
DeepSeek V4 Flash
Gemini 2.5 Flash Lite Preview 09-2025
MT-BenchMulti-turn conversation flow quality
875.0%vsN/A
DeepSeek V4 Flash
Gemini 2.5 Flash Lite Preview 09-2025

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 Preview 09-2025 Quirks & Gotchas

No developer gotchas reported.