API cost decision in 10 seconds

New🔥Gemini 3.5 Flash vs R1

Pick R1 for lower cost; pick Gemini 3.5 Flash only if the larger context window matters more.

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

Budget verdict

Pick R1 for lower cost; pick Gemini 3.5 Flash only if the larger context window matters more.

On the standard 1M input plus 500K output workload, R1 is estimated at $1.95 vs $6 for Gemini 3.5 Flash, saving $4.05 (67.5% lower).

Cost-first pickR1
Context-first pickGemini 3.5 Flash
Sample savings$4.0567.5%
10x traffic gap$40.5

Gemini 3.5 Flash has more context, but R1 saves $4.05 on the standard workload. At 10x that traffic, the same price gap is about $40.5. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

R1 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickGemini 3.5 FlashR1
Input-heavy / RAG5M input + 500K outputR1$12$4.75
Balanced workload1M input + 1M outputR1$10.5$3.2
Output-heavy chatbot1M input + 5M outputR1$46.5$13.2
Cheaper input R1 $1.5 vs $0.7 / 1M

R1 is $0.8 cheaper per 1M input tokens (53.3% lower; 2.14x difference).

Cheaper output R1 $9 vs $2.5 / 1M

R1 is $6.5 cheaper per 1M output tokens (72.2% lower; 3.6x difference).

Larger context Gemini 3.5 Flash 1.05M vs 163.84K

Gemini 3.5 Flash has 884.74K more context (6.4x larger).

Sample workload R1 $6 vs $1.95

R1 is $4.05 cheaper on the standard workload (67.5% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Gemini 3.5 Flash Calculating… Estimated API cost
R1 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

R1 has the lower input price; R1 has the lower output price; Gemini 3.5 Flash offers the larger context window. For the 1M input plus 500K output sample, R1 is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $6 for Gemini 3.5 Flash and $1.95 for R1.

Best Fit

Choose Gemini 3.5 Flash when you care most about larger context window.

Choose R1 when you care most about lower input-token price, and lower output-token price.

Decision Notes
  • On the standard 1M input plus 500K output workload, R1 is estimated at $1.95 vs $6 for Gemini 3.5 Flash, saving $4.05 (67.5% lower).
  • R1 is $4.05 cheaper on the standard workload (67.5% lower).
  • R1 is $0.8 cheaper per 1M input tokens (53.3% lower; 2.14x difference).
  • R1 is $6.5 cheaper per 1M output tokens (72.2% lower; 3.6x difference).
  • Gemini 3.5 Flash has 884.74K more context (6.4x larger).
Head-to-Head Specs
FeatureNew🔥Gemini 3.5 Flash
(Google)
R1
(DeepSeek)
Input Price
prompt tokens per 1M
$1.5$0.7
Completion Price
per 1M tokens
$9$2.5
Sample Workload Cost
1M input + 500K output
$6$1.95
Context Window1.05M163.84K
Release Date
Popularity#11#144

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionR1On the standard 1M input plus 500K output workload, R1 is estimated at $1.95 vs $6 for Gemini 3.5 Flash, saving $4.05 (67.5% lower).
High-volume input processingR1Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsR1Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workGemini 3.5 FlashA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Gemma 4 31B (free) can replace Gemini 3.5 Flash when lower sample workload cost matters most: $0.
  • Gemma 4 26B A4B (free) can replace Gemini 3.5 Flash when lower sample workload cost matters most: $0.
  • Lyria 3 Clip Preview can replace Gemini 3.5 Flash when lower sample workload cost matters most: $0.
  • Lyria 3 Pro Preview can replace Gemini 3.5 Flash when lower sample workload cost matters most: $0.
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