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Codestral 2508 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 Codestral 2508 and DeepSeek V4 Flash.

Mistral

Codestral 2508

Mistral's cutting-edge language model for coding released end of July 2025. Codestral specializes in low-latency, high-frequency tasks such as fill-in-the-middle (FIM), code correction and test generation. [Blog Post](https://mistral.ai/news/codestral-25-08)

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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

SpecificationCodestral 2508DeepSeek V4 Flash
ProviderMistralDeepSeek
Context Window256,000 tokens1,048,576 tokens
Agent SuitabilityN/A86/100
Time to First Token (TTFT)N/A120 ms
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-08-012026-04-24

API Pricing Comparison

Input Price per Million Tokens

Codestral 2508

$0.30

DeepSeek V4 Flash

$0.09

Output Price per Million Tokens

Codestral 2508

$0.90

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
N/Avs8240.0%
Codestral 2508
DeepSeek V4 Flash
HumanEvalPython coding & logic synthesis
N/Avs8410.0%
Codestral 2508
DeepSeek V4 Flash
MATHComplex mathematical problem solving
N/Avs5020.0%
Codestral 2508
DeepSeek V4 Flash
GPQAGraduate-level expert reasoning
N/Avs3800.0%
Codestral 2508
DeepSeek V4 Flash
HellaSwagCommonsense reasoning and inference
N/Avs8350.0%
Codestral 2508
DeepSeek V4 Flash
MT-BenchMulti-turn conversation flow quality
N/Avs875.0%
Codestral 2508
DeepSeek V4 Flash

Codestral 2508 Quirks & Gotchas

No developer gotchas reported.

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