Inference & pricing
Model comparison

Vikasit 3 Coder vs DeepSeek-V4-Pro

DeepSeek-V4-Pro is a strong general reasoner often used for code; Vikasit 3 Coder is purpose-built for agentic coding. V4-Pro brings broad reasoning; Vikasit 3 Coder brings tuned edit formats, tool-calls, and cheaper output for code-heavy loops.

Pricing comparison

MetricVikasit 3 CoderDeepSeek-V4-Pro
Input ($ / 1M tokens)$1.20$1.30
Output ($ / 1M tokens)$4.80$2.60
Blended (3:1 in:out)$2.10$1.63
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

  • Agentic coding loops with frequent edits and tool-calls
  • Lower output cost on code-heavy generations
  • Tight integration with Vikasit Code workflows

Choose DeepSeek-V4-Pro when

  • Mixed reasoning + coding where general depth helps
  • You want one model for both planning and coding
  • Hard algorithmic problems benefit from its reasoning

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 DeepSeek-V4-Pro?

Per 1M tokens, Vikasit 3 Coder costs $1.20 input / $4.80 output, while DeepSeek-V4-Pro costs $1.30 input / $2.60 output. On output tokens — which usually dominate generation cost — DeepSeek-V4-Pro 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 DeepSeek-V4-Pro?

DeepSeek-V4-Pro is a strong general reasoner often used for code; Vikasit 3 Coder is purpose-built for agentic coding. V4-Pro brings broad reasoning; Vikasit 3 Coder brings tuned edit formats, tool-calls, and cheaper output for code-heavy loops.

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.