Large Language Models

DeepSeek V2.5

236B Mixture-of-Experts model (21B active) combining general chat and DeepSeek-Coder-V2 capabilities with OpenAI-compatible API.

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Calculateur de Coût API & Contexte

Calculateur de Tarifs API & Benchmark — DeepSeek V2.5

Estimez le coût pour 1 000 appels et le budget mensuel USD selon vos tokens d'entrée/sortie et le cache de prompt.

1 word ≈ 1.33 tokens
Préréglages:
≈ 1,500 words
Tokens
≈ 600 words
Tokens
3,000 calls / mo
/ day

Comparaison des coûts API LLM en direct

DeepSeek V2.5 Modèle actuel DeepSeek 128K ctx
Per 1K calls: $0.504 Monthly (30d): $1.51
Claude 3.5 Sonnet Anthropic 200K ctx
Per 1K calls: $18.00 Monthly (30d): $54.00
Claude 3.5 Haiku Anthropic 200K ctx
Per 1K calls: $4.80 Monthly (30d): $14.40
GPT-4o mini OpenAI 128K ctx
Per 1K calls: $0.780 Monthly (30d): $2.34
Gemini 1.5 Flash 8B Google 1M ctx
Per 1K calls: $0.195 Monthly (30d): $0.585
Qwen 2.5 72B Alibaba Cloud 128K ctx
Per 1K calls: $1.02 Monthly (30d): $3.06

Tarifs API par million de tokens et fenêtres de contexte

Model Input / 1M Output / 1M Cached / 1M Context Window Cost / 1K Calls Monthly USD Best For
DeepSeek V2.5 $0.14 $0.28 $0.014 128K $0.504 $1.51 Ultra-Value Coding & Math API
Claude 3.5 Sonnet $3.00 $15.00 $0.30 200K $18.00 $54.00 Complex Coding, Agents & Artifacts
Claude 3.5 Haiku $0.80 $4.00 $0.08 200K $4.80 $14.40 Fast Sub-Agents & Real-Time Code
GPT-4o mini $0.15 $0.60 $0.075 128K $0.780 $2.34 High-Throughput Multimodal Apps
Gemini 1.5 Flash 8B $0.038 $0.15 $0.01 1M $0.195 $0.585 1M Long-Context & High-Volume
Qwen 2.5 72B $0.35 $0.40 $0.18 128K $1.02 $3.06 Multilingual & Open-Weight Cloud

À propos de cet outil

DeepSeek V2.5 unifies DeepSeek-V2-Chat and DeepSeek-Coder-V2-Instruct into a single 236B-parameter Mixture-of-Experts (MoE) model that activates only 21B parameters per token, delivering frontier-grade coding and math reasoning at a fraction of dense-model inference cost.

Key Highlights

  • Disruptive API Economics + Context Disk Caching: Priced around $0.14 / 1M input tokens ($0.014 / 1M on automatic disk cache hit) and $0.28 / 1M output tokens over a 128K context window.
  • Drop-In OpenAI SDK Compatibility: Switch base_url to https://api.deepseek.com with model deepseek-chat—zero SDK rewrite required.
Nom de l'outil DeepSeek V2.5
Catégorie Large Language Models
Modèle tarifaire Open Weights / API ($0.14 / 1M in)
Tag thématique DeepSeek, MoE LLM, Open Weights, Cheap LLM API

Analyse du trafic

Signaux de trafic, de classement et d’engagement pour cet outil.

Aucune donnée analytique pour le moment

Aperçu de l’interface

Questions fréquentes

How much does the DeepSeek V2.5 API cost per million tokens?

DeepSeek's OpenAI-compatible API charges approximately $0.14 per 1M input tokens on cache miss, just $0.014 per 1M on automatic disk KV cache hit (90% off), and $0.28 per 1M output tokens—over 95% cheaper than frontier closed models.

What architecture powers DeepSeek V2.5?

DeepSeek V2.5 unifies DeepSeek-V2-Chat and DeepSeek-Coder-V2 into a single 236B-parameter Mixture-of-Experts (MoE) model with Multi-head Latent Attention (MLA), activating only 21B parameters per token across a 128K context window.

Is DeepSeek V2.5 SDK-compatible with OpenAI client libraries?

Yes. You only need to change `base_url` to `https://api.deepseek.com` and pass your DeepSeek API key in existing OpenAI Python/Node SDKs, Cursor, or LangChain apps.

Can DeepSeek V2.5 weights be self-hosted?

Yes—model weights are publicly available on Hugging Face under the DeepSeek Model License (permitting commercial use), though its 236B total MoE size typically uses multi-GPU server nodes, making the ultra-cheap hosted API preferred for most teams.

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