DeepSeekReleased on Mar 25, 2025

DeepSeek-V3 0324: API Pricing, Context Window & Benchmarks

DeepSeek-V3 0324 is a language model from DeepSeek, released in March 2025.

A powerful Mixture-of-Experts (MoE) language model with 671B total parameters (37B activated per token). Features Multi-head Latent Attention (MLA), auxiliary-loss-free load balancing, and multi-token prediction training. Pre-trained on

Input
Text
Output
Text

DeepSeek-V3 0324 benchmarks

Rankings

Quality Tracker

DeepSeek-V3 0324 Performance Across Datasets

Scores sourced from the model's scorecard, paper, or official blog posts

LLM Stats Logollm-stats.com - Sat Jul 18 2026
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DeepSeek-V3 0324 pricing

Providers

DeepSeek-V3 0324 starts at $0.280 per million input tokens and $1.14 per million output tokens via Novita.

ProviderInput $/MOutput $/MWorkload 1M + 100KContext in / outTTFT p50 / p95 sOutput avg / p5 c/sSuccess 7dModalities in / out
Novita logoNovita
$0.280$1.14$0.394163.8K/163.8K
0.00/0.00
/
0.00%(25)
/

Workload cost uses 1M input tokens plus 100K output tokens at published list prices without assuming a cache hit. Cached input is the discounted price for prompt tokens served from a provider cache. TTFT is time to first token. Output is characters per second; p5 is the sustained floor exceeded by 95% of observed requests. Success is calculated from completed versus failed requests over the trailing seven days.

DeepSeek-V3 0324 model size

DeepSeek-V3 0324 has 671 billion parameters and was trained on 14.8 trillion tokens. See how it compares to other models in the same parameter range.

ParametersTraining tokens
671B
14.8Ttokens
22× tokens-to-params ratio
Frontier (200B+)
671B
1B7B70B405B

DeepSeek-V3 0324 context window

Input and output token limits for DeepSeek-V3 0324, plus how it ranks on long-context understanding.

InputOutput
164Ktokens
164Ktokens
246 pages of text
164K
8K128K1M

DeepSeek-V3 0324 API

Available from the model provider

DeepSeek-V3 0324 has an official provider API. It is not currently routed through the LLM Stats gateway.

Read the official API documentation

DeepSeek-V3 0324 latency

DeepSeek-V3 0324 time to first token, sustained output throughput, and failed-request rate from live API traffic over the trailing 7 days.

Provider operational metrics

Time to first token, output throughput, and failed-request rate from live API traffic

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DeepSeek-V3 0324 examples

Recent arena outputs from DeepSeek-V3 0324, picked from the highest-ranked matchups.

DeepSeek-V3 0324 license

DeepSeek-V3 0324 is released under the MIT + Model License (Commercial use allowed) license, which restricts commercial use, has 671.0B parameters.

License
MIT + Model License (Commercial use allowed)
Non-commercial
Parameters
671.0B

DeepSeek-V3 0324 resources

Official sources for DeepSeek-V3 0324: api documentation, official playground, paper or system card, source repository, model weights.

DeepSeek-V3 0324 vs other models

The most-compared alternatives to DeepSeek-V3 0324 are Phi 4 Reasoning Plus, DeepSeek R1 Zero, Nova 2 Pro. Open any pair side-by-side for benchmarks, pricing, context, and latency.

Models like DeepSeek-V3 0324

Models ranked just above and below DeepSeek-V3 0324 by LLM Stats score.

 

Phi 4 Reasoning Plus

Score pending
 

DeepSeek R1 Zero

Score pending
 

Nova 2 Pro

Score pending
 

LongCat-Flash-Chat

Score pending
 

Claude 3.5 Sonnet

Score pending
 

Qwen3 VL 32B Instruct

Score pending

FAQ

Common questions about DeepSeek-V3 0324.

When was DeepSeek-V3 0324 released?

DeepSeek-V3 0324 was released on March 25, 2025 by DeepSeek. This is the official DeepSeek-V3 0324 release date tracked on LLM Stats.

How much does DeepSeek-V3 0324 cost?

DeepSeek-V3 0324 pricing starts at $0.28 per million input tokens and $1.14 per million output tokens via Novita, the lowest price among tracked providers.

Is DeepSeek-V3 0324 available via API?

Yes, DeepSeek-V3 0324 is available via API. See the official documentation for authentication and endpoint details. It is served by 1 provider tracked on LLM Stats.

How big is DeepSeek-V3 0324?

DeepSeek-V3 0324 has 671 billion parameters. It was trained on 14.8 trillion tokens. It ships as an open-weight model, so you can download and run it on your own hardware.

Who created DeepSeek-V3 0324?

DeepSeek-V3 0324 was created by DeepSeek.

What is the license for DeepSeek-V3 0324?

DeepSeek-V3 0324 is released under the MIT + Model License (Commercial use allowed) license. This is an open-source / open-weight license that permits self-hosting.

Where can I use DeepSeek-V3 0324?

DeepSeek-V3 0324 is available through 1 provider including Novita.

Where is the DeepSeek-V3 0324 paper or technical report?

DeepSeek-V3 0324 has a paper or technical report available at https://arxiv.org/abs/2412.19437. Use that source for architecture, training, release and evaluation details.

What models should I compare DeepSeek-V3 0324 against?

Common DeepSeek-V3 0324 comparisons include DeepSeek-V3 0324 vs Phi 4 Reasoning Plus, DeepSeek-V3 0324 vs DeepSeek R1 Zero, DeepSeek-V3 0324 vs Nova 2 Pro. Compare them side by side for benchmark scores, pricing, context window, latency and API availability.