ሞዴላትን ዋጋን

ብዘይ ሳንሱር ሞዴላት

22

context window

256K

ካብ

$0.50 /1M

ዝተሃንደሱ open-weight ሞዴላት

ኣብ ነፍሲ ወከፍ id 262,144-token context፤ ኣተዋዕዎን ውጽኢትን ዝተፈላለየ ይኽፈል፤ ነፍሲ ወከፍ id እቲ ዝመስሎ ሞዴል ዝቕበሎ ይቕበል

ሞዴል	ኣተዋዕዎ	ዝተዋቀረ ውጽኢት	ኣተዋብ / ካሽድ / ውጽዋት ን 1M	ተወሳኺ
DeepSeek-V4-Pro-08133BIT-REAPDeepSeek · 1.6T MoE · 49B activeብዘይ ሳንሱር	ጽሑፍ ኣተዋዕዎ	JSON schema	$1.95 / $0.488 / $3.90	ተወሳኺ
GLM-5.23BIT-REAPZ.ai · 744B MoE · 40B activeብዘይ ሳንሱር	ጽሑፍ ኣተዋዕዎ	JSON schema	$0.73 / $0.183 / $2.34	ተወሳኺ
Kimi-K33BIT-REAPMoonshot AI · 2.8T MoE · 104B activeብዘይ ሳንሱር	ጽሑፍ + ስእሊ ኣተዋዕዎ	JSON schema	$3.83 / $0.958 / $19.12	ተወሳኺ
Nemotron3Ultra3BIT-REAPNVIDIA · 550B hybrid Mamba-Attention MoE · 55B activeብዘይ ሳንሱር	ጽሑፍ ኣተዋዕዎ	JSON schema	$0.75 / $0.188 / $3.30	ተወሳኺ
MiniMax-M33BIT-REAPMiniMax · 428B MoE · 23B active · sparse attentionብዘይ ሳንሱር	ጽሑፍ + ስእሊ ኣተዋዕዎ	JSON schema	$0.50 / $0.125 / $2.00	ተወሳኺ
DeepSeek-V4-Flash-0731W4A16-AUTOROUND-REAPDeepSeek · 284B MoE · 13B activeብዘይ ሳንሱር	ጽሑፍ ኣተዋዕዎ	JSON schema	$0.50 / $0.125 / $2.00	ተወሳኺ
Kimi-K2.6W4A16-AUTOROUND-REAPMoonshot AI · 1T MoE · 32B activeብዘይ ሳንሱር	ጽሑፍ + ስእሊ ኣተዋዕዎ	JSON schema	$0.78 / $0.195 / $3.67	ተወሳኺ
Laguna-S-2.1W4A16-AUTOROUND-REAPPoolside · 118B MoE · 8B activeብዘይ ሳንሱር	ጽሑፍ ኣተዋዕዎ	ዝተዋቀረ ውጽኢት የለን	$0.50 / $0.125 / $2.00	ተወሳኺ
inklingW4A16-AUTOROUND-REAPThinking Machines · 975B MoE · 41B activeብዘይ ሳንሱር	ጽሑፍ + ስእሊ ኣተዋዕዎ	JSON object	$1.42 / $0.355 / $6.07	ተወሳኺ
MiMo-V2.5-ProW8A16Xiaomi · 1.02T MoE · 42B active · 8-bitብዘይ ሳንሱር	ጽሑፍ ኣተዋዕዎ	JSON schema	$0.50 / $0.125 / $2.00	ተወሳኺ
MiMo-V2.5W8A16Xiaomi · 8-bit multimodal · W8A16ብዘይ ሳንሱር	ጽሑፍ + ስእሊ ኣተዋዕዎ	JSON schema	$0.50 / $0.125 / $2.00	ተወሳኺ
Hy3W8A16Tencent · 295B MoE · 21B active · 8-bitብዘይ ሳንሱር	ጽሑፍ ኣተዋዕዎ	JSON schema	$0.50 / $0.125 / $2.00	ተወሳኺ

Shannon ሞዴላት

ሓደ ዋጋ ንኣተዋዕዎን ውጽኢትን

ሞዴል	Context	ኣተዋዕዎ	ዝተዋቀረ ውጽኢት	ዋጋ / 1M tokens
Shannon 1.6 Liteshannon-1.6-liteብዘይ ሳንሱር	192K	ጽሑፍ + ስእሊ ኣተዋዕዎ	JSON schema	$3.90
Shannon 1.6 Proshannon-1.6-proብዘይ ሳንሱር	192K	ጽሑፍ + ስእሊ ኣተዋዕዎ	JSON schema	$7.80
Shannon 2 Liteshannon-2-liteብዘይ ሳንሱር	192K	ጽሑፍ + ስእሊ ኣተዋዕዎ	JSON schema	$3.90
Shannon 2 Proshannon-2-proብዘይ ሳንሱር	192K	ጽሑፍ + ስእሊ ኣተዋዕዎ	JSON schema	$5.85
Shannon 3shannon-3ብዘይ ሳንሱር	192K	ጽሑፍ + ስእሊ ኣተዋዕዎ	JSON schema	$3.35
Shannon 3 Proshannon-3-proብዘይ ሳንሱር	192K	ጽሑፍ + ስእሊ ኣተዋዕዎ	JSON schema	$3.35
Shannon 3.1shannon-3.1ብዘይ ሳንሱር	192K	ጽሑፍ + ስእሊ ኣተዋዕዎ	JSON schema	$3.35
Shannon 3.1 Proshannon-3.1-proብዘይ ሳንሱር	192K	ጽሑፍ + ስእሊ ኣተዋዕዎ	JSON schema	$3.35
Shannon 3.5shannon-3.5ብዘይ ሳንሱር	192K	ጽሑፍ + ስእሊ ኣተዋዕዎ	JSON schema	$3.35
Shannon Coder 1shannon-coder-1ብዘይ ሳንሱር	128K	ጽሑፍ ኣተዋዕዎ	JSON schema	$8.00

ናብ Quickstart ዝለል Playground ፈትን

ሓደ ረድፊ ከመይ ከንብብ

ነፍሲ ወከፍ ሞዴል streaming ይገብር ከምኡውን tools ክጽውዕ ይኽእል። ካልኦት ክእለታት ናይ API ኣብ ገጽ ክእለታት ተገሊጾም ኣለዉ። ክእለታት

Context window ከምኡውን ገደባት ውጽኢት

• context window ንሓደ መልሲ እቲ ሞዴል ዘንብቦ ዅሉ ይሽፍን፦ መልእኽትታትካ፣ ትርጉም ናይ tools ከምኡውን ስእልታት።
• ስድራ Shannon 3 ዝነውሐ ዘተ ባዕሉ የዕቅን፦ እቲ ኣብ መስኮት ዝሰፍሕ ሓደስቲ turns ሒዙ ይመልስ።
• ኣብ stream፣ ኣዝዩ ነዊሕ prompt ከም error frame ምስ ዓይነት invalid_request_error ከምኡውን code: "context_length_exceeded" ይሕበር።
• max_tokens ኣብ ነፍሲ ወከፍ ሞዴል ካብ 1 ክሳብ 65,536 ዋጋታት ይቕበል፤ max_output_tokens ኣብ GET /v1/models ላዕለዋይ ዳር ናይቲ ወሰን እዩ። እቲ ነባሪ 4,096 እዩ።
• ኣብ ነፍሲ ወከፍ ሞዴል፣ max_tokens እቲ ሓደ ጠለብ ካብ ሚዛንካ ዝዕቅቦ መጠን እዩ።
• ከም ገደብ ኣብ ርዝመት መልሲ፣ max_tokens ብዝተሃንደሱ open-weight ሞዴላት፣ shannon-1.6-lite፣ shannon-1.6-pro ከምኡውን shannon-coder-1 ይትግበር።
• ኣብ ዝተሃንደሱ open-weight ሞዴላት ጽሑፍ መልሲ ይገድብ። እቲ ቅድሚ መልሲ ዘሎ reasoning ኣብኡ ኣይቝጸርን፣ ካብ 256 ትሑት ዋጋ ድማ ከም 256 ይሰርሕ።
• stream ናይ shannon-1.6-lite፣ shannon-1.6-pro፣ shannon-coder-1 ወይ ስድራ Shannon 3 መልሲ ኣብ ወሰኑ ምስ ተቖረጸ ብ finish_reason: "length" ይውዳእ።

ገደባትን ሚዛንን

ዋጋ ከመይ ይቐርጽ

• ዋጋታት ብ USD ንነፍሲ ወከፍ 1,000,000 tokens እዮም። ሚዛንካ ብ tokens ዝቝጸር ዋጋኦም $5.00 ንነፍሲ ወከፍ 1,000,000 እዩ፣ ስለዚ ዋጋ ናይ ሞዴል tokens ናቱ ክንደይ ሚዛን ከም ዝወስዱ ይነግር።
• ሞዴላት Shannon ሓደ ዋጋ ኣለዎም። ሓደ ጥሪ usage.total_tokens ብእቲ ዋጋ ይኽፈል።
• ዝተሃንደሱ open-weight ሞዴላት ሰለስተ ዋጋታት ኣለዎም። ካብ prompt cache ዝተነበበ ኣተዋዕዎ ብዋጋ cached ይኽፈል፣ እዚ 25% ናይ ዋጋ ኣተዋዕዎ ናብ $0.001 ዝተጠጋጋዐ እዩ። እቲ ዝተረፈ ኣተዋዕዎ ብዋጋ ኣተዋዕዎ፣ እቲ ውጽኢት ድማ ብዋጋ ውጽኢት ይኽፈል።
• ዝተሃንደሱ open-weight ሞዴላት tokens ብ tokenizer ናይ ነፍሲ ወከፍ ሞዴል ባዕሉ ይቝጽሩ። GET /v1/models እዚ ከም tokenizer: "original" የመልክት።
• shannon-coder-1 ኣብ /v1/chat/completions ከምኡውን /v1/messages ብጥሪታት እምበር ብ tokens ኣይቝጸርን። ዝተዘርዘረ ዋጋኡ ኣብ /v1/responses ይትግበር።

ሓደ ጠለብ እንታይ ከም ዝዕቅብ፣ ዝተሰርሑ ኣብነታት ናይ ዋጋን ናይ Shannon Coder ጥሪ allowanceን ኣብ ገደባትን ሚዛንን ኣለዉ። ገደባትን ሚዛንን

Ids ናይ ሞዴላት

ሓደ ካብዞም ids ከም model ልኣኽ።

shannon-1.6-lite
shannon-1.6-pro
shannon-2-lite
shannon-2-pro
shannon-3
shannon-3-pro
shannon-3.1
shannon-3.1-pro
shannon-3.5
shannon-coder-1
DeepSeek-V4-Pro-0813-3BIT-REAP
GLM-5.2-3BIT-REAP
Kimi-K3-3BIT-REAP
Nemotron3Ultra-3BIT-REAP
MiniMax-M3-3BIT-REAP
DeepSeek-V4-Flash-0731-W4A16-AUTOROUND-REAP
Kimi-K2.6-W4A16-AUTOROUND-REAP
Laguna-S-2.1-W4A16-AUTOROUND-REAP
inkling-W4A16-AUTOROUND-REAP
MiMo-V2.5-Pro-W8A16
MiMo-V2.5-W8A16
Hy3-W8A16

• ዓቐን ፊደል የገድስን፣ ከምኡውን ኣብ ዓውዲ ናይ id ዘለዉ ክፍተታት ይእለዩ፦ SHANNON-3 ከምኡውን shannon-3 ሓደ ሞዴል እዮም።
• እቲ ምላሽ ኩሉ ግዜ እቲ ዝታወጀ id ኣብ model ይሓዝ፣ ዝኾነ ፊደል ዝለኣኽካዮ ይኹን።
• ስም መርእያ ከም Shannon 3 id ኣይኮነን።

ኣርባዕተ ሓጸርቲ ኣጻሓሕፋ እውን ይቕበሉ።

ዘይታወጀ id ኣብ ኩሎም ሰለስተ endpoints ብኩነታት 400፣ ዓይነት invalid_request_error ከምኡውን መልእኽቲ unknown model: <id> ይምለስ። ዝኾነ ካልእ ሞዴል ኣብ ክንዲኡ ኣይምልስን።

{
  "error": {
    "type": "invalid_request_error",
    "message": "unknown model: gpt-4o"
  }
}

{
  "type": "error",
  "error": {
    "type": "invalid_request_error",
    "message": "unknown model: gpt-4o"
  }
}

• ኩሉ ግዜ model ልኣኽ። /v1/responses ብዘይ እዚ ንዘሎ ጠለብ ብ 400 ይምልሶ። ኣብ /v1/chat/completions ከምኡውን /v1/messages ከምዚ ዝበለ ጠለብ ብ shannon-1.6-lite ይምለስ።
• POST /v1/tokenize ከምኡውን POST /v1/messages/count_tokens ids ናይ ዝተሃንደሱ open-weight ሞዴላት ይቕበሉ።

ሞዴላት ዘርዝር

GET /v1/models ሞዴላት ናይዚ ገጽ ከም JSON ይመልስ፣ ምስ ተመሳሳሊ context windows፣ ዋጋታትን ክእለታትን። ሞዴል መምረጺ ንምምላእ ወይ ዋጋ ኣብ ኮድ ንምርግጋጽ ተጠቐመሉ።

GET https://api.shannon-ai.com/v1/models

from openai import OpenAI

client = OpenAI(
    api_key="YOUR_API_KEY",
    base_url="https://api.shannon-ai.com/v1"
)

for model in client.models.list():
    print(model.id)

import OpenAI from 'openai';

const client = new OpenAI({
  apiKey: 'YOUR_API_KEY',
  baseURL: 'https://api.shannon-ai.com/v1'
});

for await (const model of client.models.list()) {
  console.log(model.id);
}

curl "https://api.shannon-ai.com/v1/models"

እቲ ምላሽ፣ ናብ ሓደ entry ናይ ነፍሲ ወከፍ ዓይነት ዝተሓጽረ፦

{
  "object": "list",
  "data": [
    {
      "id": "shannon-3",
      "object": "model",
      "created": 1700000000,
      "owned_by": "shannon-ai",
      "display_name": "Shannon 3",
      "context_window": 196608,
      "max_output_tokens": 65536,
      "pricing": {
        "input_per_million_usd": 3.35,
        "output_per_million_usd": 3.35,
        "currency": "USD"
      },
      "capabilities": {
        "tools": true,
        "vision": true,
        "reasoning": true,
        "reasoning_effort": false,
        "streaming": true,
        "json_schema": true
      },
      "endpoints": [
        "/v1/chat/completions",
        "/v1/messages",
        "/v1/responses"
      ]
    },
    {
      "id": "MiniMax-M3-3BIT-REAP",
      "object": "model",
      "created": 1700000000,
      "owned_by": "shannon-ai",
      "display_name": "MiniMax-M3 · 3BIT-REAP",
      "context_window": 262144,
      "max_output_tokens": 65536,
      "pricing": {
        "input_per_million_usd": 0.5,
        "cached_input_per_million_usd": 0.125,
        "output_per_million_usd": 2,
        "currency": "USD"
      },
      "tokenizer": "original",
      "capabilities": {
        "tools": true,
        "vision": true,
        "reasoning": true,
        "reasoning_effort": true,
        "streaming": true,
        "response_format": true,
        "json_schema": true,
        "prompt_caching": true
      },
      "endpoints": [
        "/v1/chat/completions",
        "/v1/messages",
        "/v1/responses",
        "/v1/messages/count_tokens",
        "/v1/tokenize"
      ]
    }
  ]
}

• GET /v1/models ቁልፊ ኣየድልዮን። እቲ ምላሽ ንነፍሲ ወከፍ ጸዋዒ ተመሳሳሊ እዩ ከምኡውን ኣብ ፕላንካ ኣይምርኰስን።
• እቲ ዝርዝር ክጽዋዑ ዝኽእሉ ids ይሓዝ። ሕጂ ክቐርብ ዘይክእል ሞዴል ካብኡ ይወጽእ።
• ንሓደ ሞዴል endpoint የለን፦ GET /v1/models/{id} ብ 404 ምስ ዓይነት not_found_error ይምልስ።