Inference & pricing
Model comparison

Vikasit 3 Coder vs GLM-5

GLM-5 is a strong all-round model often used for code; Vikasit 3 Coder is coding-specialized. GLM-5 is cheaper per token and very capable broadly. Vikasit 3 Coder focuses on agentic edit/tool reliability and CLI integration.

Pricing comparison

MetricVikasit 3 CoderGLM-5
Input ($ / 1M tokens)$1.20$0.60
Output ($ / 1M tokens)$4.80$2.08
Blended (3:1 in:out)$2.10$0.97
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 with dependable diffs and tool-calls
  • Consistency with Vikasit Code workflows
  • Coding-specialized tuning over general breadth

Choose GLM-5 when

  • You want a cheaper generalist that also codes
  • Mixed workloads beyond pure coding
  • GLM-5 scores well on your task mix

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 GLM-5?

Per 1M tokens, Vikasit 3 Coder costs $1.20 input / $4.80 output, while GLM-5 costs $0.60 input / $2.08 output. On output tokens — which usually dominate generation cost — GLM-5 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 GLM-5?

GLM-5 is a strong all-round model often used for code; Vikasit 3 Coder is coding-specialized. GLM-5 is cheaper per token and very capable broadly. Vikasit 3 Coder focuses on agentic edit/tool reliability and CLI integration.

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.