Vikasit Reasoner 1T

Overview

Vikasit Reasoner 1T is a trillion-parameter reasoning MoE tuned for deep, multi-step reasoning and long-horizon agentic tasks. Configurable reasoning effort (high / extra-high). Served live via the Vikasit API.

Benchmarks

Numbers from the Ring-2.6-1T HuggingFace model card (inclusionAI / Ant Group). Architecture internals (expert/layer counts) are not published on the official card; active-param figure is vendor/secondary.

Hardware & deployment

Quick start

Call Vikasit Reasoner 1T through the OpenAI-compatible Vikasit AI API at https://api.vikasit.ai/v1 using the model id vikasit-reasoner-1t.

# pip install openai
import os
from openai import OpenAI

client = OpenAI(
    base_url="https://api.vikasit.ai/v1",
    api_key=os.environ["VIKASIT_API_KEY"],
)

resp = client.chat.completions.create(
    model="vikasit-reasoner-1t",
    messages=[
        {"role": "user", "content": "Explain Vikasit Reasoner 1T in one sentence."}
    ],
)

print(resp.choices[0].message.content)

# or with curl
curl https://api.vikasit.ai/v1/chat/completions \
  -H "Authorization: Bearer $VIKASIT_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "vikasit-reasoner-1t",
    "messages": [{"role": "user", "content": "Hello"}]
  }'

Limitations

• Text-only; no multimodal
• Architecture internals not disclosed by base
• Vendor-reported benchmarks; limited third-party reproduction

Vikasit Reasoner 1T FAQ

License & attribution