API cost decision in 10 seconds

Gemini 2.0 Flash Lite vs Llama 3 8B Lunaris

Pick Llama 3 8B Lunaris for lower cost; pick Gemini 2.0 Flash Lite 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 Llama 3 8B Lunaris for lower cost; pick Gemini 2.0 Flash Lite only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Llama 3 8B Lunaris is estimated at $0.07 vs $0.22 for Gemini 2.0 Flash Lite, saving $0.16 (71.1% lower).

Cost-first pickLlama 3 8B Lunaris

Context-first pickGemini 2.0 Flash Lite

Sample savings$0.1671.1%

10x traffic gap$1.6

Gemini 2.0 Flash Lite has more context, but Llama 3 8B Lunaris saves $0.16 on the standard workload. At 10x that traffic, the same price gap is about $1.6. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Llama 3 8B Lunaris stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shape	Token mix	Better pick	Gemini 2.0 Flash Lite	Llama 3 8B Lunaris
Input-heavy / RAG	5M input + 500K output	Llama 3 8B Lunaris	$0.53	$0.23
Balanced workload	1M input + 1M output	Llama 3 8B Lunaris	$0.38	$0.09
Output-heavy chatbot	1M input + 5M output	Llama 3 8B Lunaris	$1.57	$0.29

Cheaper input Llama 3 8B Lunaris $0.075 vs $0.04 / 1M

Llama 3 8B Lunaris is $0.03 cheaper per 1M input tokens (46.7% lower; 1.88x difference).

Cheaper output Llama 3 8B Lunaris $0.3 vs $0.05 / 1M

Llama 3 8B Lunaris is $0.25 cheaper per 1M output tokens (83.3% lower; 6x difference).

Larger context Gemini 2.0 Flash Lite 1.05M vs 8.19K

Gemini 2.0 Flash Lite has 1.04M more context (128x larger).

Sample workload Llama 3 8B Lunaris $0.22 vs $0.07

Llama 3 8B Lunaris is $0.16 cheaper on the standard workload (71.1% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.

Monthly input tokens Monthly output tokens

Gemini 2.0 Flash Lite Calculating… Estimated API cost

Llama 3 8B Lunaris 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

Llama 3 8B Lunaris has the lower input price; Llama 3 8B Lunaris has the lower output price; Gemini 2.0 Flash Lite offers the larger context window. For the 1M input plus 500K output sample, Llama 3 8B Lunaris is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.22 for Gemini 2.0 Flash Lite and $0.07 for Llama 3 8B Lunaris.

Best Fit

Choose Gemini 2.0 Flash Lite when you care most about larger context window.

Choose Llama 3 8B Lunaris 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, Llama 3 8B Lunaris is estimated at $0.07 vs $0.22 for Gemini 2.0 Flash Lite, saving $0.16 (71.1% lower).
Llama 3 8B Lunaris is $0.16 cheaper on the standard workload (71.1% lower).
Llama 3 8B Lunaris is $0.03 cheaper per 1M input tokens (46.7% lower; 1.88x difference).
Llama 3 8B Lunaris is $0.25 cheaper per 1M output tokens (83.3% lower; 6x difference).
Gemini 2.0 Flash Lite has 1.04M more context (128x larger).

Head-to-Head Specs

Feature	Gemini 2.0 Flash Lite (Google)	Llama 3 8B Lunaris (Sao10K)
Input Price prompt tokens per 1M	$0.075	$0.04
Completion Price per 1M tokens	$0.3	$0.05
Sample Workload Cost 1M input + 500K output	$0.22	$0.07
Context Window	1.05M	8.19K
Release Date	2025-02-25	2024-08-13
Popularity	#80	#115

Use-Case Decision Matrix

Use case	Better pick	Why
Budget-constrained production	Llama 3 8B Lunaris	On the standard 1M input plus 500K output workload, Llama 3 8B Lunaris is estimated at $0.07 vs $0.22 for Gemini 2.0 Flash Lite, saving $0.16 (71.1% lower).
High-volume input processing	Llama 3 8B Lunaris	Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbots	Llama 3 8B Lunaris	Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document work	Gemini 2.0 Flash Lite	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 Gemini 2.0 Flash Lite when lower sample workload cost matters most: $0.
Gemma 4 26B A4B (free) can replace Gemini 2.0 Flash Lite when lower sample workload cost matters most: $0.
Lyria 3 Clip Preview can replace Gemini 2.0 Flash Lite when lower sample workload cost matters most: $0.
Lyria 3 Pro Preview can replace Gemini 2.0 Flash Lite 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.

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

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Sao10K catalog

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