Vision Small

VisparkMCP Tool CallReasoning
vispark/vision-smallClosed API

Fast, low-cost multimodal model for understanding text, images, audio, video, and PDFs, with tool calling and a 1M-token context window.

Benchmark Pricing$1.05 / 1M in$3.16 / 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 Small 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 Small 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-small",
  messages: [{ role: "user", content: "Hello! Can you inspect MCP tools?" }],
});

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

PRICING BY PROVIDER

1 providers
Visparkvispark/vision-small
$1.05 / $3.16

Rates in USD per 1M tokens. Rates synchronized from models.dev public catalog.

MODEL RESOURCES