At a glance

DeepSeek V3 from DeepSeek is a budget model priced at US$0.27 per 1M input tokens and US$1.10 per 1M output tokens. For a typical solo-developer workload (8 hours/day, 22 days/month — 1 medium feature, 5 small bug fixes, 4 PR reviews, 2 stack-trace debugs, ~1500 lines of TypeScript, 1 large-doc read, with prompt caching at the default mix) DeepSeek V3 costs about US$5/month. The 128K-token context window covers single-file workloads comfortably.

What does your monthly budget buy?

Move the slider or switch task mix — values update live.

Monthly budget

US$100 / month

≈ $23/wk · ≈ $4.55/day

on DeepSeek V3

Task mix

Input tokens

500.0M

Output tokens

13.6M

Total tokens

513.6M

Per month this budget delivers

  • Medium feature (10–15 files)1,139
  • PR review13,698
  • Lines of TypeScript3,311,258
  • Small bug fix15,576
  • Work email291,545
  • Unit test file11,037
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How does this model compare on price?

Input vs output per 1M tokens

Hover a row to compare input vs output rates.
  • DeepSeek V3
    US$0.27
    US$1.10
  • Budget median (other budget models)
    US$0.30
    US$1.50
  • Cheapest in catalog (Gemini 2.0 Flash)
    US$0.10
    US$0.40
Input per 1MOutput per 1M

Cost per task

At the default coding-agent mix with 50% cache hits.

USD per single task

Hover a bar to see per-task cost detail.
  • Lines of TypeScript
    US$0.0000
  • Small bug fix
    US$0.0064
  • PR review
    US$0.0073
  • Read a large doc
    US$0.0102
  • Debug from stack trace
    US$0.0132
  • Refactor a module (8–12 files)
    US$0.0623
  • Medium feature (10–15 files)
    US$0.0878
  • Onboard to a new repo
    US$0.11

Typical developer day

The 22-day month is based on the median working-day count across DE/US.

ActivityCountPer taskDailyMonthly
Medium feature (10–15 files)1US$0.09US$0.09US$1.93
Small bug fix5US$0.01US$0.03US$0.71
PR review4US$0.01US$0.03US$0.64
Debug from stack trace2US$0.01US$0.03US$0.58
Read a large doc1US$0.01US$0.01US$0.22
Micro-interaction (explain / lint fix)30US$0.00US$0.01US$0.26
Lines of TypeScript1,500US$0.00US$0.05US$1.00
TotalUS$0.24US$5.34

The 1500-lines-of-TS row models ~1000 lines read (cache-hit) + ~500 lines written. Headline figures are precise to ~5% — see the FAQ.

Monthly cost matrix

What each monthly budget buys on this model (typical solo-developer day, 22 working days).

Monthly budgetMedium featuresPR reviewsDebug sessionsLines of TS
Typical (≈ $5)60731404176,721
$50/month5696,8493,7891,655,629
$200/month2,27927,39715,1576,622,516
$500/month5,69868,49337,89316,556,291
$2000/month22,792273,972151,57266,225,165

Typical mix: coding-agent (85% input, 50% cache hits). Values show the maximum count of each task type at that budget.

What this model can do

  • Coding

    Trained or post-trained for code generation tasks.

  • Reasoning

    Strong multi-step reasoning over complex prompts.

  • Multimodal

    Not supported

  • Prompt cache

    Cache reads billed at ~10% of input price — cuts agent costs sharply.

  • Batch API

    Not supported

  • Tool use

    Native function-calling / tool-use API support.

  • Long context

    Not supported

  • Extended thinking

    Not supported

When does this model fit?

Best for

  • Cost-extreme teams who can't justify $3/1M input
  • On-prem / self-hosted deployments (open weights)
  • Coding loops where output quality is good enough at 80% of Sonnet

Watch out for

  • Hosted inference latency varies by provider — measure before relying
  • No batch API on the official endpoint
  • Smaller context (128K) than frontier models

DeepSeek in the catalog

Total models

3

Median input/1M

US$0.27

Median output/1M

US$1.10

Input range

US$0.27–US$0.55

Related models

Sources

Frequently asked questions about DeepSeek V3

What does a typical month on DeepSeek V3 cost?

Running the realistic solo-developer day (1 medium feature + 5 small bug fixes + 4 PR reviews + 2 debug sessions + ~1500 lines of TypeScript + 1 large-doc read, 22 working days) on DeepSeek V3 costs about US$5/month. Heavier workloads scale proportionally; lighter workloads cost less.

How big is DeepSeek V3's context window?

128K tokens total, with up to 8K of output. That fits a few dozen source files in a single call.

Why is DeepSeek V3 output priced so much higher than input?

Providers charge US$1.10 per 1M output tokens against US$0.27 per 1M input — output requires real compute, input comes mostly from cache. Coding agents read many files (input-heavy) and emit compact diffs (low output), so total spend is usually input-driven.

How much does prompt caching save on DeepSeek V3?

Cache reads typically cost only 10% of the regular input rate. On a coding-agent mix with 50% cache hits, that saves roughly 45% on input — which is about 38% off your total bill on input-heavy workloads. Anthropic models charge a one-time cache-write surcharge (25% over input) that pays for itself after 2–3 hits.

Try DeepSeek V3 pricing live

Open the full calculator with your own budget, task mix and region (US or DE with 19% VAT).

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