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LLM7 model guide

Long context models

Chat models with a published context window of at least 128,000 tokens.

Requirements and limitations

The context budget includes instructions, conversation, tool definitions, and output. A large window does not guarantee accurate retrieval.

Only active chat models with explicit support are included. Missing capability values remain unknown; top-level values take precedence over nested values. Image input also establishes vision support.

Eligible models and published pricing
ModelPricingContextTool calling
DeepSeek logo
DeepSeek-V4-Flash-0731
$0.02 USD input and $0.04 USD output per 1M tokens400,000Supported
Inkling logo
Inkling
$1.00 USD input and $4.05 USD output per 1M tokens512,000Not supported
Inkling logo
Inkling-Small
$0.50 USD input and $1.20 USD output per 1M tokens512,000Supported
Xiaomi logo
XiaomiMiMo/MiMo-V2.5
$0.40 USD input and $2.00 USD output per 1M tokens256,000Supported
Xiaomi logo
XiaomiMiMo/MiMo-V2.5-Pro
$1.00 USD input and $3.00 USD output per 1M tokens1,024,000Supported
Anthropic logo
claude-fable-5
$4.50 USD input and $30.00 USD output per 1M tokens1,000,000Supported
Anthropic logo
claude-fable-5-1
$4.00 USD input and $15.00 USD output per 1M tokens1,000,000Supported
Anthropic logo
claude-haiku-4-5
$0.04 USD input and $0.20 USD output per 1M tokens200,000Supported
Anthropic logo
claude-opus-4-8
$2.25 USD input and $12.19 USD output per 1M tokens1,000,000Supported
Anthropic logo
claude-opus-5
$2.50 USD input and $12.50 USD output per 1M tokens1,000,000Supported
Anthropic logo
claude-sonnet-4-6
$0.12 USD input and $0.45 USD output per 1M tokens1,000,000Supported
Anthropic logo
claude-sonnet-5
$0.45 USD input and $2.25 USD output per 1M tokens

Minimum: $0.000784/request

1,000,000Supported
DeepSeek logo
deepseek-v4-flash:0731
$0.06 USD input and $0.18 USD output per 1M tokens1,024,000Supported
DeepSeek logo
deepseek-v4-flash_0731
$0.18 USD input and $0.60 USD output per 1M tokens1,000,000Supported
DeepSeek logo
deepseek-v4-pro
$1.11 USD input and $3.33 USD output per 1M tokens1,000,000Supported
Google logo
gemini-3-flash
$0.03 USD input and $0.08 USD output per 1M tokens1,048,576Supported
Google logo
gemini-3.1-flash-lite
$0.02 USD input and $0.04 USD output per 1M tokens256,000Supported
Google logo
gemini-3.7-flash
$0.06 USD input and $0.30 USD output per 1M tokens1,000,000Supported
Google logo
gemini-3.8-flash-high
$0.05 USD input and $0.15 USD output per 1M tokens1,000,000Supported
gemma4:31b$0.07 USD input and $0.23 USD output per 1M tokens262,000Supported
Z.ai logo
glm-5.3
$0.50 USD input and $2.00 USD output per 1M tokens1,000,000Supported
Z.ai logo
glm-5.3-flash
$0.15 USD input and $0.55 USD output per 1M tokens1,048,576Supported
OpenAI logo
gpt-5.5
$0.20 USD input and $1.00 USD output per 1M tokens

Minimum: $0.0001/request

1,050,000Supported
OpenAI logo
gpt-5.6-sol
$1.92 USD input and $5.40 USD output per 1M tokens1,000,000Supported
OpenAI logo
gpt-5.6-terra
$0.24 USD input and $1.00 USD output per 1M tokens1,000,000Supported
OpenAI logo
gpt-6-astra
$5.00 USD input and $10.00 USD output per 1M tokens1,000,000Supported
xAI logo
grok-4.5
$0.30 USD input and $1.00 USD output per 1M tokens500,000Supported
xAI logo
grok-4.6
$0.40 USD input and $0.50 USD output per 1M tokens500,000Supported
Moonshot AI logo
kimi-k3
$2.00 USD input and $10.00 USD output per 1M tokens1,000,000Supported
llama-4-maverick$0.19 USD input and $0.75 USD output per 1M tokens1,048,576Supported
MiniMax logo
minimax-m2.7
$0.03 USD input and $0.05 USD output per 1M tokens180,000Supported
Mistral AI logo
mistral-Nemo-Instruct-2407
$0.03 USD input and $0.03 USD output per 1M tokens128,000Not supported
ByteDance logo
seed-2.0-mini
$0.10 USD input and $0.40 USD output per 1M tokens250,000Supported

Example request

POST https://api.llm7.io/v1/chat/completions
Authorization: Bearer YOUR_LLM7_API_KEY
Content-Type: application/json

{
  "model": "DeepSeek-V4-Flash-0731",
  "messages": [
    {
      "role": "user",
      "content": "Summarize the following document: <insert document text within the context budget>"
    }
  ]
}

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