API cost decision in 10 seconds

R1 vs Claude 3 Haiku

Pick Claude 3 Haiku when budget and context both matter.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Claude 3 Haiku when budget and context both matter.

On the standard 1M input plus 500K output workload, Claude 3 Haiku is estimated at $0.88 vs $1.95 for R1, saving $1.07 (55.1% lower).

Cost-first pickClaude 3 Haiku
Context-first pickClaude 3 Haiku
Sample savings$1.0755.1%
10x traffic gap$10.75

Claude 3 Haiku is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $10.75. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Claude 3 Haiku stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickR1Claude 3 Haiku
Input-heavy / RAG5M input + 500K outputClaude 3 Haiku$4.75$1.88
Balanced workload1M input + 1M outputClaude 3 Haiku$3.2$1.5
Output-heavy chatbot1M input + 5M outputClaude 3 Haiku$13.2$6.5
Cheaper input Claude 3 Haiku $0.7 vs $0.25 / 1M

Claude 3 Haiku is $0.45 cheaper per 1M input tokens (64.3% lower; 2.8x difference).

Cheaper output Claude 3 Haiku $2.5 vs $1.25 / 1M

Claude 3 Haiku is $1.25 cheaper per 1M output tokens (50% lower; 2x difference).

Larger context Claude 3 Haiku 163.84K vs 200K

Claude 3 Haiku has 36.16K more context (1.22x larger).

Sample workload Claude 3 Haiku $1.95 vs $0.88

Claude 3 Haiku is $1.07 cheaper on the standard workload (55.1% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
R1 Calculating… Estimated API cost
Claude 3 Haiku Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Quick Decision

Verdict

Claude 3 Haiku has the lower input price; Claude 3 Haiku has the lower output price; Claude 3 Haiku offers the larger context window. For the 1M input plus 500K output sample, Claude 3 Haiku is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $1.95 for R1 and $0.88 for Claude 3 Haiku.

Best Fit

Choose R1 when its provider, model quality, latency, or availability is more important than the numeric price/context winner.

Choose Claude 3 Haiku when you care most about lower input-token price, lower output-token price, and larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, Claude 3 Haiku is estimated at $0.88 vs $1.95 for R1, saving $1.07 (55.1% lower).
  • Claude 3 Haiku is $1.07 cheaper on the standard workload (55.1% lower).
  • Claude 3 Haiku is $0.45 cheaper per 1M input tokens (64.3% lower; 2.8x difference).
  • Claude 3 Haiku is $1.25 cheaper per 1M output tokens (50% lower; 2x difference).
  • Claude 3 Haiku has 36.16K more context (1.22x larger).
Head-to-Head Specs
FeatureR1
(DeepSeek)
Claude 3 Haiku
(Anthropic)
Input Price
prompt tokens per 1M
$0.7$0.25
Completion Price
per 1M tokens
$2.5$1.25
Sample Workload Cost
1M input + 500K output
$1.95$0.88
Context Window163.84K200K
Release Date
Popularity#139#150

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionClaude 3 HaikuOn the standard 1M input plus 500K output workload, Claude 3 Haiku is estimated at $0.88 vs $1.95 for R1, saving $1.07 (55.1% lower).
High-volume input processingClaude 3 HaikuLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsClaude 3 HaikuLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workClaude 3 HaikuA larger context window leaves more room for retrieved passages, conversation history, or source files.

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Provider catalogs

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DeepSeek catalog

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Anthropic catalog

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R1

DeepSeek R1 is here: Performance on par with [OpenAI o1](/openai/o1), but open-sourced and with fully open reasoning tokens. It's 671B parameters in size, with 37B active in an inference pass....

Claude 3 Haiku

Claude 3 Haiku is Anthropic's fastest and most compact model for near-instant responsiveness. Quick and accurate targeted performance. See the launch announcement and benchmark results [here](https://www.anthropic.com/news/claude-3-haiku) #multimodal