open-source

Deepseek V3 vs Deepseek R1

Side-by-side pricing, context window, features, and per-use-case verdict. Data sourced from LiteLLM, updated regularly.

Specifications

Feature Deepseek V3 Deepseek R1
Provider deepseek deepseek
Model ID deepseek/deepseek-v3 deepseek/deepseek-r1
Input / 1M tokens $0.27 (51% cheaper) $0.55
Output / 1M tokens $1.10 (50% cheaper) $2.19
Cached input / 1M $0.07
Context window 66kk tokens 66kk tokens
Max output 8kk tokens 8kk tokens
Vision
Function calling
Prompt caching
Web search
JSON schema

Monthly cost comparison

No cache discount applied — pure token costs at three usage scales.

Scale Deepseek V3 Deepseek R1 Winner
Small
1M in / 0.2M out
$0.49 $0.99 Deepseek V3 saves 50%
Medium
10M in / 2M out
$4.90 $9.88 Deepseek V3 saves 50%
Large
100M in / 20M out
$49.00 $98.80 Deepseek V3 saves 50%

Category winners

Cheapest input
Deepseek V3
$0.27/M · 51% less than the other
Cheapest output
Deepseek V3
$1.10/M · 50% less than the other
Larger context
Deepseek V3
66kk tokens
More features
Deepseek V3
2 / 5 capabilities (tied)

Better for…

High-volume RAG & repeated context
$0.07/M cached input — prompt caching makes repeated context retrieval significantly cheaper
Deepseek V3
Short interactions & high-throughput APIs
$1.10/M output — 50% cheaper on output at scale
Deepseek V3
Cost-sensitive production at scale
$49.00/month at 100M-token scale — 50% cheaper than the alternative
Deepseek V3

Deep-dive on each model

Pricing data sourced from LiteLLM and refreshed regularly. Always verify with each provider's official pricing page before making business decisions.