Inference & pricing
Model comparison

Vikasit 3 Coder vs Qwen3-Coder-480B-A35B

Both are coding-specialized. Qwen3-Coder-480B-A35B is a huge MoE at a lower token price; Vikasit 3 Coder is tuned for agentic coding inside the Vikasit ecosystem (it powers Vikasit Code). Qwen3-Coder wins on price; Vikasit 3 Coder wins on tool-use and edit-format reliability.

Pricing comparison

MetricVikasit 3 CoderQwen3-Coder-480B-A35B
Input ($ / 1M tokens)$1.20$0.40
Output ($ / 1M tokens)$4.80$1.60
Blended (3:1 in:out)$2.10$0.70
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 Coder is available through the Vikasit Inference API.

Choose Vikasit 3 Coder when

  • You want agentic coding with reliable tool-calls and diffs
  • Consistency with the Vikasit Code CLI matters
  • Edit-format reliability beats lowest token price

Choose Qwen3-Coder-480B-A35B when

  • Raw code generation at the lowest price
  • You want a very large MoE for breadth of languages
  • You handle tool orchestration yourself

Quick start with Vikasit 3 Coder

Call Vikasit 3 Coder 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-coder",
    messages=[{"role": "user", "content": "Hello!"}],
)
print(resp.choices[0].message.content)

FAQ

Is Vikasit 3 Coder cheaper than Qwen3-Coder-480B-A35B?

Per 1M tokens, Vikasit 3 Coder costs $1.20 input / $4.80 output, while Qwen3-Coder-480B-A35B costs $0.40 input / $1.60 output. On output tokens — which usually dominate generation cost — Qwen3-Coder-480B-A35B is the cheaper option.

Can I call Vikasit 3 Coder 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 Coder or Qwen3-Coder-480B-A35B?

Both are coding-specialized. Qwen3-Coder-480B-A35B is a huge MoE at a lower token price; Vikasit 3 Coder is tuned for agentic coding inside the Vikasit ecosystem (it powers Vikasit Code). Qwen3-Coder wins on price; Vikasit 3 Coder wins on tool-use and edit-format reliability.

Start with Vikasit 3 Coder

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