Vision Medium

VisparkMCP Tool CallReasoning

vispark/vision-mediumClosed API

Balanced multimodal model pairing a 1M-token context window with deeper reasoning for analysis, content creation, and tool use across text, image, audio, video, and PDF inputs.

Benchmark Pricing$4.21 / 1M in$12.63 / 1M out

Context: 1,000,000 tokens•Max Output: 65,536 tokens•Released: 2024-05-15

TECHNICAL SPECIFICATIONS

Context Window1,000,0001M tokens

Max Output65,53665.5K tokens

LicenseProprietaryCloud API only

Input Modalities

TextVisionPDFAudioVideo

Function / Tool CallingSupported (MCP Ready)

Structured OutputsGuaranteed Schema

MODEL CONTEXT PROTOCOL (MCP) READINESS

✓ Vision Medium natively supports OpenAI / Anthropic format tool calling and is fully compatible with MCP servers and agent loops.

MCP Context Window Recommendations

With a context capacity of 1,000,000 tokens, this model can handle extremely large MCP resource manifests, complete database schemas, and multiple active server tool definitions simultaneously without degradation.

API CALL INVOCATION EXAMPLE

// Example: Calling Vision Medium via OpenAI SDK
import OpenAI from "openai";

const client = new OpenAI({
  apiKey: process.env.VISPARK_API_KEY,
});

const response = await client.chat.completions.create({
  model: "vispark/vision-medium",
  messages: [{ role: "user", content: "Hello! Can you inspect MCP tools?" }],
});

console.log(response.choices[0].message.content);