DeepSeek V3 · DeepSeek R1 Reasoning · INR Billing · GST Invoice

DeepSeek API India
GPT-4 Class AI at 95% Lower Cost — In INR

DeepSeek V3 and DeepSeek R1 have shocked the AI industry with GPT-4-class performance at a fraction of the price. Access both models through Ogma with Indian-hosted inference, INR billing, and GST invoicing — no USD card, no forex fees.

95%
Cheaper than GPT-4o for equivalent tasks
R1
DeepSeek R1 — o1-class chain-of-thought reasoning
671B
DeepSeek V3 parameter count — MoE architecture
INR
Billed in Rupees — GST invoice every month

DeepSeek API — Models & Use-Cases

Cache-hit pricing available for repeated prompts. Share your token volume and we'll quote in INR within 2 hours.

Model Type Best For
DeepSeek V3 Chat / Completion Coding, writing, analysis — lowest cost-per-token in the family
DeepSeek R1 Reasoning (CoT) Math, logic, complex multi-step problems
DeepSeek R1 Distill 70B Reasoning (Compact) Fast reasoning, structured output, latency-sensitive apps
MoE efficiency
37B active params
out of 671B total — structurally cheaper inference
vs GPT-4o
Order-of-magnitude cheaper
on input tokens for typical workloads
INR billing + ITC
~22% extra recovery
GST ITC + zero forex on top of model savings

Share your monthly token volume and existing model mix — Ogma will return live INR pricing and a savings model within 2 business hours.

DeepSeek — What Makes It Different

Mixture-of-Experts Architecture

DeepSeek V3 uses 671B total parameters but only activates 37B per token (MoE). This gives it massive model capacity at a fraction of the inference cost — the key reason it's dramatically cheaper than dense models like GPT-4.

DeepSeek R1 — Chain-of-Thought

R1 uses reinforcement learning to develop step-by-step reasoning — similar to OpenAI o1. Benchmarks show R1 matches o1 on math olympiad and coding tasks. The reasoning trace is visible and auditable.

India-Hosted by Ogma

DeepSeek's own API routes traffic through China-based servers — a compliance concern for Indian enterprises handling customer data. Ogma runs DeepSeek inference within India, keeping your data on Indian soil.

OpenAI-Compatible API

Switch from OpenAI to DeepSeek by changing one line of code — the API format is identical. Your existing Python/Node.js/langchain code works immediately. No migration effort, immediate cost savings.

Coding & Technical Tasks

DeepSeek V3 scores exceptionally on HumanEval (coding benchmarks) — often ahead of GPT-4o on pure code generation. Ideal for code review automation, docstring generation, test writing, and developer tools.

INR Billing + GST ITC

Every API token you consume through Ogma is invoiced in INR with 18% GST. Claim ITC every month — effectively reducing your net AI cost by another 18% for GST-registered businesses.

Frequently Asked Questions

Using DeepSeek's own API routes data through China — a concern for regulated industries. Ogma's managed deployment runs DeepSeek model weights on GPU infrastructure in India, meaning your data never leaves Indian servers. This is the key difference from using DeepSeek.com directly. For BFSI, healthcare, and government workloads, Indian-hosted inference is the only compliant option.

Use DeepSeek V3 for: general chat, document summarisation, content generation, code completion, and fast Q&A. Use DeepSeek R1 for: complex mathematical reasoning, multi-step logic problems, financial modelling verification, and tasks where you need to see the reasoning chain. R1 is slower and more expensive per token but significantly more accurate on complex problems. Most production systems use V3 for 90% of queries and R1 only for reasoning-intensive tasks.

Yes — and this is a common pattern. Route cost-sensitive, high-volume tasks (classification, summarisation, simple Q&A) to DeepSeek V3 and reserve GPT-4o or Claude for tasks requiring maximum quality (customer-facing responses, complex analysis). Ogma can help architect a multi-model routing layer that optimises quality vs cost automatically based on query type and confidence thresholds.

Cut Your AI Costs by 90% — Start Today

DeepSeek API in India — INR billing, GST invoice, Indian-hosted. Free evaluation tokens available. Contact us to get API credentials today.