API cost decision in 10 seconds

Muse Glimmer 30B vs Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)

Pick Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) for lower cost; pick Muse Glimmer 30B only if the larger context window matters more.

Page updated: 2026-08-22T16:07:55Z Data confirmed: 2026-08-23T12:07:48Z Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) for lower cost; pick Muse Glimmer 30B only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) is estimated at $1 vs $1.1 for Muse Glimmer 30B, saving $0.1 (9.1% lower).

Cost-first pickNano Banana 2 Lite (Gemini 3.1 Flash Lite Image)

Context-first pickMuse Glimmer 30B

Sample savings$0.19.1%

10x traffic gap$1

Muse Glimmer 30B has more context, but Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) saves $0.1 on the standard workload. At 10x that traffic, the same price gap is about $1. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shape	Token mix	Better pick	Muse Glimmer 30B	Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)
Input-heavy / RAG	5M input + 500K output	Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)	$2.5	$2
Balanced workload	1M input + 1M output	Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)	$1.85	$1.75
Output-heavy chatbot	1M input + 5M output	Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)	$7.85	$7.75

Cheaper input Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) $0.35 vs $0.25 / 1M

Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) is $0.1 cheaper per 1M input tokens (28.6% lower; 1.4x difference).

Cheaper output Tie $1.5 vs $1.5 / 1M

Both models report the same output price at $1.5 per 1M tokens.

Larger context Muse Glimmer 30B 131.07K vs 65.54K

Muse Glimmer 30B has 65.54K more context (2x larger).

Sample workload Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) $1.1 vs $1

Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) is $0.1 cheaper on the standard workload (9.1% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.

Monthly input tokens Monthly output tokens

Muse Glimmer 30B Calculating… Estimated API cost

Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) 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

Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) has the lower input price; both models tie on output price; Muse Glimmer 30B offers the larger context window. For the 1M input plus 500K output sample, Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $1.1 for Muse Glimmer 30B and $1 for Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image).

Best Fit

Choose Muse Glimmer 30B when you care most about larger context window.

Choose Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) when you care most about lower input-token price.

Decision Notes

On the standard 1M input plus 500K output workload, Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) is estimated at $1 vs $1.1 for Muse Glimmer 30B, saving $0.1 (9.1% lower).
Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) is $0.1 cheaper on the standard workload (9.1% lower).
Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) is $0.1 cheaper per 1M input tokens (28.6% lower; 1.4x difference).
Both models report the same output price at $1.5 per 1M tokens.
Muse Glimmer 30B has 65.54K more context (2x larger).

Head-to-Head Specs

Feature	Muse Glimmer 30B (Meta)	Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) (Google)
Input Price prompt tokens per 1M	$0.35	$0.25
Completion Price per 1M tokens	$1.5	$1.5
Sample Workload Cost 1M input + 500K output	$1.1	$1
Context Window	131.07K	65.54K
Release Date	2026-08-09	2026-06-30

Use-Case Decision Matrix

Use case	Better pick	Why
Budget-constrained production	Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)	On the standard 1M input plus 500K output workload, Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) is estimated at $1 vs $1.1 for Muse Glimmer 30B, saving $0.1 (9.1% lower).
High-volume input processing	Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)	Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbots	Tie	Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document work	Muse Glimmer 30B	A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps

Llama 3.3 70B Instruct (free) can replace Muse Glimmer 30B when lower sample workload cost matters most: $0.
Llama 3.2 3B Instruct (free) can replace Muse Glimmer 30B when lower sample workload cost matters most: $0.
Llama 3.1 8B Instruct can replace Muse Glimmer 30B when lower sample workload cost matters most: $0.09.
Llama 3.2 1B Instruct can replace Muse Glimmer 30B when lower sample workload cost matters most: $0.13.

Larger context near this budget

DeepSeek V4 Flash 0731 offers 1.31M context with $0.17 sample workload cost.
DeepSeek V4 Flash Latest offers 1.31M context with $0.11 sample workload cost.
Llama 4 Scout offers 1.31M context with $0.25 sample workload cost.
MiMo-V2.5 offers 1.05M context with $0.28 sample workload cost.

Popular competitors

DeepSeek V4 Flash 0731 · DeepSeek · #1
MiMo-V2.5 · Xiaomi · #2
Hy3 · Tencent · #3
Ox Alpha · stealth · #4

Cheaper alternatives

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Larger context alternatives

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Provider catalogs

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Meta catalog

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Google catalog

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