LLM Reference
DeepSeek Platform

DeepSeek Platform

Researched 1d agoAI LabTier 1

DeepSeek

CodingRAGAgentsLong contextVisionClassificationJSON / Tool useAIHighlightChina

DeepSeek Platform offers 10 tracked models (10 with output token pricing). This catalog covers coding, rag, and agents; open any model detail page for benchmarks, batch tiers, and migration prompts.

Covers 7 workload areas across 10 tracked models; last verified 2026-09-10.

Use it for

  • Teams comparing token and batch pricing across this provider's models
  • Operators routing coding, rag, and agents workloads through this API

Do not use it for

  • Final benchmark picks without opening the relevant model detail page

Tracked models

10

Models available through this provider

Priced output routes

10

Models with output token pricing tracked

Cheapest output

$0.280

DeepSeek V2 on this route

Batch-ready models

0

No batch pricing tracked

Latest model release

2026-09-10

1d since newest release

Freshness

2026-09-10

Researched 1d ago

fresh

Routes available via routers & gateways

Browse routers ->

Information

TypeAI Lab
TierTier 1
Models10
CompanyDeepSeek
Founded2023
Herzliya, Tel Aviv District, Israel

DeepSeek is an advanced AI platform specializing in powerful models for coding, mathematics, and reasoning tasks. Its two primary models, DeepSeek-V2 and DeepSeek-Coder-V2, offer high performance and extensive capabilities. DeepSeek-V2 boasts 236 billion parameters and supports up to 128K tokens, outperforming models like GPT-4 and LLaMA3-70B in specific tasks. DeepSeek-Coder-V2 utilizes a Mixture-of-Experts design, supports over 338 programming languages, and achieves 90.2% accuracy in code generation. The platform provides a user-friendly API compatible with OpenAI, offers competitive pricing, and is open-source under the MIT License. DeepSeek's unique training methodology combines code and natural language datasets, enhancing its performance in coding tasks. The platform's focus on high context length, cost efficiency, and specialization in coding and mathematics sets it apart in the AI landscape.

Where this host wins

  • Coding: 7 tracked models with SWE-bench / HumanEval-style scores.
  • RAG: 8 tracked models with ruler / needle retrieval benchmarks.
  • Agentic: 7 tracked models with BFCL, tau-bench, and SWE-bench tool-use coverage.
  • Long-context: 9 tracked models with context-token or InfiniteBench-class signal.

Getting started

Verify: quotas and regions in the linked vendor documentation.

Platform Overview

DeepSeek's AI platform offers cutting-edge models like DeepSeek-V2 and DeepSeek-Coder-V2, designed for complex tasks such as coding, mathematics, and advanced reasoning. Built on a Mixture-of-Experts (MoE) architecture, the platform activates only a subset of parameters during inference, enhancing computational efficiency and reducing training costs and inference time. With 236 billion parameters and a context length of up to 128,000 tokens, DeepSeek models deliver exceptional performance, ranking among the top in various AI benchmarks, including AlignBench and MT-Bench. The platform's API is user-friendly and cost-effective, offering competitive pricing for input and output tokens.

Available Models(10)

View all →

All models available as Serverless

ModelInput (per 1M)Output (per 1M)
DeepSeek V4.1 Flash$0.15$0.6
DeepSeek V4 Flash Vision Exp$0.22$0.66
DeepSeek V4 Flash$0.22$0.66
DeepSeek V4 Pro$0.435$0.87
DeepSeek V3.2 Exp$0.28$0.42
DeepSeek V3.2 Speciale$0.28$0.42
DeepSeek R1$0.55$2.19
DeepSeek V3$0.14$0.28
DeepSeek Coder V2$0.14$0.28
DeepSeek V2$0.14$0.28

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