Inference & pricing
Model comparison

Vikasit 3 Max vs claude-opus-4-8

claude-opus-4-8 is a top-tier frontier model; Vikasit 3 Max is our most capable model at a dramatically lower price. Opus leads on the very hardest tasks. Vikasit 3 Max gives you near-flagship capability for routine high-end work at roughly a tenth of the output cost.

Pricing comparison

MetricVikasit 3 Maxclaude-opus-4-8
Input ($ / 1M tokens)$0.81$5.00
Output ($ / 1M tokens)$2.85$25.00
Blended (3:1 in:out)$1.32$10.00
OpenAI-compatible APIYesYes

Prices are per 1M tokens in USD. Blended cost assumes a 3:1 input-to-output token ratio, a common pattern for chat and generation workloads. Actual cost depends on your traffic. Vikasit 3 Max is available through the Vikasit Inference API.

Choose Vikasit 3 Max when

  • You want strong high-end capability without frontier pricing
  • Cost per request matters even on your best model
  • Most of your hard tasks don't need the absolute frontier

Choose claude-opus-4-8 when

  • You need the single most capable model available
  • Stakes justify maximum quality regardless of cost
  • The hardest reasoning and long-context tasks

Quick start with Vikasit 3 Max

Call Vikasit 3 Max through the OpenAI-compatible Vikasit Inference API at https://api.vikasit.ai/v1. Change two lines in your existing OpenAI code — the base URL and your key.

from openai import OpenAI

client = OpenAI(
    base_url="https://api.vikasit.ai/v1",
    api_key="sk-vikasit-...",
)

resp = client.chat.completions.create(
    model="vikasit-3-max",
    messages=[{"role": "user", "content": "Hello!"}],
)
print(resp.choices[0].message.content)

FAQ

Is Vikasit 3 Max cheaper than claude-opus-4-8?

Per 1M tokens, Vikasit 3 Max costs $0.81 input / $2.85 output, while claude-opus-4-8 costs $5.00 input / $25.00 output. On output tokens — which usually dominate generation cost — Vikasit 3 Max is the cheaper option.

Can I call Vikasit 3 Max with the OpenAI SDK?

Yes. The Vikasit Inference API is OpenAI-compatible. Point any OpenAI SDK at https://api.vikasit.ai/v1 with your Vikasit API key and set the model id — chat completions, streaming, and tool calls all work.

Should I choose Vikasit 3 Max or claude-opus-4-8?

claude-opus-4-8 is a top-tier frontier model; Vikasit 3 Max is our most capable model at a dramatically lower price. Opus leads on the very hardest tasks. Vikasit 3 Max gives you near-flagship capability for routine high-end work at roughly a tenth of the output cost.

Start with Vikasit 3 Max

Get an API key and 2M free tokens a day on Vikasit Nova. Pay-as-you-go, no minimums, OpenAI-compatible.