Quick Verdict

Anthropic offers 9 models ranging from $0.250 to $15.00 per million input tokens. Cheapest: Claude 3 Haiku.

DeepSeek offers 6 models ranging from $0.150 to $0.550 per million input tokens. Cheapest: DeepSeek Jiuge.

Winner on price: DeepSeek ($0.150/M input). Winner on average: DeepSeek (avg $0.302/M).

Winner Per Scenario

Which provider has the cheapest model for each coding scenario?

ScenarioAnthropic BestDeepSeek BestWinner
Small Script (1K lines) Claude 3 Haiku — $0.05 DeepSeek Jiuge — $0.02 DeepSeek wins by $0.02
Medium Feature (10K lines) Claude 3 Haiku — $0.34 DeepSeek Jiuge — $0.17 DeepSeek wins by $0.17
Large Project (50K lines) Claude 3 Haiku — $1.69 DeepSeek Jiuge — $0.86 DeepSeek wins by $0.82
Code Review (5K lines) Claude 3 Haiku — $0.07 DeepSeek Jiuge — $0.04 DeepSeek wins by $0.03

Head-to-Head Model Comparisons

Each Anthropic model matched against its closest-priced DeepSeek competitor. Medium project cost (500K input + 200K output).

AnthropicDeepSeekCostCostSavings
Claude Sonnet 4 DeepSeek Reasoner (R1) $4.66 $0.63 DeepSeek Reasoner (R1) saves $4.03 (86%)
Claude Opus 4 DeepSeek Reasoner (R1) $23.29 $0.63 DeepSeek Reasoner (R1) saves $22.66 (97%)
Claude 3.5 Sonnet DeepSeek Reasoner (R1) $4.66 $0.63 DeepSeek Reasoner (R1) saves $4.03 (86%)
Claude 3.5 Haiku DeepSeek Reasoner (R1) $1.24 $0.63 DeepSeek Reasoner (R1) saves $0.61 (49%)
Claude 3 Opus DeepSeek Reasoner (R1) $20.25 $0.63 DeepSeek Reasoner (R1) saves $19.62 (97%)
Claude 3 Sonnet DeepSeek Reasoner (R1) $4.05 $0.63 DeepSeek Reasoner (R1) saves $3.42 (84%)
Claude 3 Haiku DeepSeek Chat V3 $0.34 $0.31 DeepSeek Chat V3 saves $0.02 (7%)
Claude 4 Haiku DeepSeek Reasoner (R1) $1.24 $0.63 DeepSeek Reasoner (R1) saves $0.61 (49%)
Claude Sonnet 4 Lite DeepSeek Reasoner (R1) $1.55 $0.63 DeepSeek Reasoner (R1) saves $0.92 (59%)

Full Ranking — All 15 Models

Every model from both providers, ranked by medium project cost.

#ModelProviderInput ($/M)Medium Project
1 DeepSeek Jiuge DeepSeek $0.150 $0.17
2 DeepSeek Chat V3 DeepSeek $0.270 $0.31
3 DeepSeek Coder V2 DeepSeek $0.270 $0.31
4 DeepSeek Coder V3 DeepSeek $0.270 $0.31
5 Claude 3 Haiku Anthropic $0.250 $0.34
6 DeepSeek V3.2 DeepSeek $0.300 $0.34
7 DeepSeek Reasoner (R1) DeepSeek $0.550 $0.63
8 Claude 3.5 Haiku Anthropic $0.800 $1.24
9 Claude 4 Haiku Anthropic $0.800 $1.24
10 Claude Sonnet 4 Lite Anthropic $1.00 $1.55
11 Claude 3 Sonnet Anthropic $3.00 $4.05
12 Claude Sonnet 4 Anthropic $3.00 $4.66
13 Claude 3.5 Sonnet Anthropic $3.00 $4.66
14 Claude 3 Opus Anthropic $15.00 $20.25
15 Claude Opus 4 Anthropic $15.00 $23.29