API cost decision in 10 seconds

Gemma 3 27B vs R1

Pick Gemma 3 27B for lower cost; pick R1 only if the larger context window matters more.

Page updated: 2026-05-26T15:08:08Z Data confirmed: 2026-05-26T18:08:02Z Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Gemma 3 27B for lower cost; pick R1 only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Gemma 3 27B is estimated at $0.16 vs $1.95 for R1, saving $1.79 (91.8% lower).

Cost-first pickGemma 3 27B

Context-first pickR1

Sample savings$1.7991.8%

10x traffic gap$17.9

R1 has more context, but Gemma 3 27B saves $1.79 on the standard workload. At 10x that traffic, the same price gap is about $17.9. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Gemma 3 27B stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shape	Token mix	Better pick	Gemma 3 27B	R1
Input-heavy / RAG	5M input + 500K output	Gemma 3 27B	$0.48	$4.75
Balanced workload	1M input + 1M output	Gemma 3 27B	$0.24	$3.2
Output-heavy chatbot	1M input + 5M output	Gemma 3 27B	$0.88	$13.2

Cheaper input Gemma 3 27B $0.08 vs $0.7 / 1M

Gemma 3 27B is $0.62 cheaper per 1M input tokens (88.6% lower; 8.75x difference).

Cheaper output Gemma 3 27B $0.16 vs $2.5 / 1M

Gemma 3 27B is $2.34 cheaper per 1M output tokens (93.6% lower; 15.6x difference).

Larger context R1 131.07K vs 163.84K

R1 has 32.77K more context (1.25x larger).

Sample workload Gemma 3 27B $0.16 vs $1.95

Gemma 3 27B is $1.79 cheaper on the standard workload (91.8% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.

Monthly input tokens Monthly output tokens

Gemma 3 27B 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

Gemma 3 27B has the lower input price; Gemma 3 27B has the lower output price; R1 offers the larger context window. For the 1M input plus 500K output sample, Gemma 3 27B is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.16 for Gemma 3 27B and $1.95 for R1.

Best Fit

Choose Gemma 3 27B when you care most about lower input-token price, and lower output-token price.

Choose R1 when you care most about larger context window.

Decision Notes

On the standard 1M input plus 500K output workload, Gemma 3 27B is estimated at $0.16 vs $1.95 for R1, saving $1.79 (91.8% lower).
Gemma 3 27B is $1.79 cheaper on the standard workload (91.8% lower).
Gemma 3 27B is $0.62 cheaper per 1M input tokens (88.6% lower; 8.75x difference).
Gemma 3 27B is $2.34 cheaper per 1M output tokens (93.6% lower; 15.6x difference).
R1 has 32.77K more context (1.25x larger).

Head-to-Head Specs

Feature	Gemma 3 27B (Google)	R1 (DeepSeek)
Input Price prompt tokens per 1M	$0.08	$0.7
Completion Price per 1M tokens	$0.16	$2.5
Sample Workload Cost 1M input + 500K output	$0.16	$1.95
Context Window	131.07K	163.84K
Release Date	2025-03-12	2025-01-20
Popularity	#86	#144

Use-Case Decision Matrix

Use case	Better pick	Why
Budget-constrained production	Gemma 3 27B	On the standard 1M input plus 500K output workload, Gemma 3 27B is estimated at $0.16 vs $1.95 for R1, saving $1.79 (91.8% lower).
High-volume input processing	Gemma 3 27B	Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbots	Gemma 3 27B	Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document work	R1	A 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 Gemma 3 27B when lower sample workload cost matters most: $0.
Gemma 4 26B A4B (free) can replace Gemma 3 27B when lower sample workload cost matters most: $0.
Lyria 3 Clip Preview can replace Gemma 3 27B when lower sample workload cost matters most: $0.
Lyria 3 Pro Preview can replace Gemma 3 27B when lower sample workload cost matters most: $0.

Larger context near this budget

Llama 4 Scout offers 10M context with $0.23 sample workload cost.
Owl Alpha offers 1.05M context with $0 sample workload cost.
DeepSeek V4 Flash offers 1.05M context with $0.2 sample workload cost.
DeepSeek V4 Pro offers 1.05M context with $0.87 sample workload cost.

Popular competitors

DeepSeek V4 Flash · DeepSeek · #1
Hy3 preview · Tencent · #2
Claude Opus 4.7 · Anthropic · #3
Claude Sonnet 4.6 · Anthropic · #4

Cheaper alternatives

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Larger context alternatives

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Provider catalogs

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Google catalog

Review all tracked Google models before deciding whether this matchup is the right shortlist.

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DeepSeek catalog

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Gemma 3 27B

Gemma 3 introduces multimodality, supporting vision-language input and text outputs. It handles context windows up to 128k tokens, understands over 140 languages, and offers improved math, reasoning, and chat capabilities,...

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....