API cost decision in 10 seconds

MiMo-V2-Pro vs Gemma 3 27B

Pick Gemma 3 27B for lower cost; pick MiMo-V2-Pro only if the larger context window matters more.

Page updated: 2026-05-26T15:08:08Z Data confirmed: 2026-05-26T19:08:13Z Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Gemma 3 27B for lower cost; pick MiMo-V2-Pro 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 $2.5 for MiMo-V2-Pro, saving $2.34 (93.6% lower).

Cost-first pickGemma 3 27B

Context-first pickMiMo-V2-Pro

Sample savings$2.3493.6%

10x traffic gap$23.4

MiMo-V2-Pro has more context, but Gemma 3 27B saves $2.34 on the standard workload. At 10x that traffic, the same price gap is about $23.4. 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	MiMo-V2-Pro	Gemma 3 27B
Input-heavy / RAG	5M input + 500K output	Gemma 3 27B	$6.5	$0.48
Balanced workload	1M input + 1M output	Gemma 3 27B	$4	$0.24
Output-heavy chatbot	1M input + 5M output	Gemma 3 27B	$16	$0.88

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

Gemma 3 27B is $0.92 cheaper per 1M input tokens (92% lower; 12.5x difference).

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

Gemma 3 27B is $2.84 cheaper per 1M output tokens (94.7% lower; 18.8x difference).

Larger context MiMo-V2-Pro 1.05M vs 131.07K

MiMo-V2-Pro has 917.5K more context (8x larger).

Sample workload Gemma 3 27B $2.5 vs $0.16

Gemma 3 27B is $2.34 cheaper on the standard workload (93.6% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.

Monthly input tokens Monthly output tokens

MiMo-V2-Pro Calculating… Estimated API cost

Gemma 3 27B 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; MiMo-V2-Pro 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 $2.5 for MiMo-V2-Pro and $0.16 for Gemma 3 27B.

Best Fit

Choose MiMo-V2-Pro when you care most about larger context window.

Choose Gemma 3 27B 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, Gemma 3 27B is estimated at $0.16 vs $2.5 for MiMo-V2-Pro, saving $2.34 (93.6% lower).
Gemma 3 27B is $2.34 cheaper on the standard workload (93.6% lower).
Gemma 3 27B is $0.92 cheaper per 1M input tokens (92% lower; 12.5x difference).
Gemma 3 27B is $2.84 cheaper per 1M output tokens (94.7% lower; 18.8x difference).
MiMo-V2-Pro has 917.5K more context (8x larger).

Head-to-Head Specs

Feature	MiMo-V2-Pro (Xiaomi)	Gemma 3 27B (Google)
Input Price prompt tokens per 1M	$1	$0.08
Completion Price per 1M tokens	$3	$0.16
Sample Workload Cost 1M input + 500K output	$2.5	$0.16
Context Window	1.05M	131.07K
Release Date	2026-03-18	2025-03-12
Popularity	#74	#86

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 $2.5 for MiMo-V2-Pro, saving $2.34 (93.6% 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	MiMo-V2-Pro	A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps

MiMo-V2-Flash can replace MiMo-V2-Pro when lower sample workload cost matters most: $0.25.
MiMo-V2.5 can replace MiMo-V2-Pro when lower sample workload cost matters most: $0.28.
MiMo-V2.5-Pro can replace MiMo-V2-Pro when lower sample workload cost matters most: $0.87.
MiMo-V2-Omni can replace MiMo-V2-Pro when lower sample workload cost matters most: $1.4.

Larger context near this budget

Llama 4 Scout offers 10M context with $0.23 sample workload cost.
Grok 4.20 offers 2M context with $2.5 sample workload cost.
Owl Alpha offers 1.05M context with $0 sample workload cost.

Popular competitors

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Cheaper alternatives

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Larger context alternatives

Find models with larger context windows for RAG, long documents, and codebase review.

Open largest context models

Provider catalogs

Compare models within provider hubs before choosing a final API vendor.

Open provider hubs

Xiaomi catalog

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

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Google catalog

Check other Google models with comparable pricing, context, or release timing.

Open Google models

MiMo-V2-Pro

MiMo-V2-Pro is Xiaomi's flagship foundation model, featuring over 1T total parameters and a 1M context length, deeply optimized for agentic scenarios. It is highly adaptable to general agent frameworks like...

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,...