API cost decision in 10 seconds

Gemma 4 31B vs Gemini 2.5 Flash Lite Preview 09-2025

Pick Gemini 2.5 Flash Lite Preview 09-2025 when budget and context both matter.

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

Budget verdict

Pick Gemini 2.5 Flash Lite Preview 09-2025 when budget and context both matter.

On the standard 1M input plus 500K output workload, Gemini 2.5 Flash Lite Preview 09-2025 is estimated at $0.3 vs $0.3 for Gemma 4 31B, saving $0.005 (1.6% lower).

Cost-first pickGemini 2.5 Flash Lite Preview 09-2025
Context-first pickGemini 2.5 Flash Lite Preview 09-2025
Sample savings$0.0051.6%
10x traffic gap$0.05

Gemini 2.5 Flash Lite Preview 09-2025 is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $0.05. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Cost winner changes by workload shape: input-heavy / RAG favors Gemini 2.5 Flash Lite Preview 09-2025, balanced workload favors Gemma 4 31B, and output-heavy chatbot favors Gemma 4 31B.

Workload shapeToken mixBetter pickGemma 4 31BGemini 2.5 Flash Lite Preview 09-2025
Input-heavy / RAG5M input + 500K outputGemini 2.5 Flash Lite Preview 09-2025$0.78$0.7
Balanced workload1M input + 1M outputGemma 4 31B$0.49$0.5
Output-heavy chatbot1M input + 5M outputGemma 4 31B$1.97$2.1
Cheaper input Gemini 2.5 Flash Lite Preview 09-2025 $0.12 vs $0.1 / 1M

Gemini 2.5 Flash Lite Preview 09-2025 is $0.02 cheaper per 1M input tokens (16.7% lower; 1.2x difference).

Cheaper output Gemma 4 31B $0.37 vs $0.4 / 1M

Gemma 4 31B is $0.03 cheaper per 1M output tokens (7.5% lower; 1.08x difference).

Larger context Gemini 2.5 Flash Lite Preview 09-2025 262.14K vs 1.05M

Gemini 2.5 Flash Lite Preview 09-2025 has 786.43K more context (4x larger).

Sample workload Gemini 2.5 Flash Lite Preview 09-2025 $0.3 vs $0.3

Gemini 2.5 Flash Lite Preview 09-2025 is $0.005 cheaper on the standard workload (1.6% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Gemma 4 31B Calculating… Estimated API cost
Gemini 2.5 Flash Lite Preview 09-2025 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

Gemini 2.5 Flash Lite Preview 09-2025 has the lower input price; Gemma 4 31B has the lower output price; Gemini 2.5 Flash Lite Preview 09-2025 offers the larger context window. For the 1M input plus 500K output sample, Gemini 2.5 Flash Lite Preview 09-2025 is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.3 for Gemma 4 31B and $0.3 for Gemini 2.5 Flash Lite Preview 09-2025.

Best Fit

Choose Gemma 4 31B when you care most about lower output-token price.

Choose Gemini 2.5 Flash Lite Preview 09-2025 when you care most about lower input-token price, and larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, Gemini 2.5 Flash Lite Preview 09-2025 is estimated at $0.3 vs $0.3 for Gemma 4 31B, saving $0.005 (1.6% lower).
  • Gemini 2.5 Flash Lite Preview 09-2025 is $0.005 cheaper on the standard workload (1.6% lower).
  • Gemini 2.5 Flash Lite Preview 09-2025 is $0.02 cheaper per 1M input tokens (16.7% lower; 1.2x difference).
  • Gemma 4 31B is $0.03 cheaper per 1M output tokens (7.5% lower; 1.08x difference).
  • Gemini 2.5 Flash Lite Preview 09-2025 has 786.43K more context (4x larger).
Head-to-Head Specs
FeatureGemma 4 31B
(Google)
Gemini 2.5 Flash Lite Preview 09-2025
(Google)
Input Price
prompt tokens per 1M
$0.12$0.1
Completion Price
per 1M tokens
$0.37$0.4
Sample Workload Cost
1M input + 500K output
$0.3$0.3
Context Window262.14K1.05M
Release Date
Popularity#27#75

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionGemini 2.5 Flash Lite Preview 09-2025On the standard 1M input plus 500K output workload, Gemini 2.5 Flash Lite Preview 09-2025 is estimated at $0.3 vs $0.3 for Gemma 4 31B, saving $0.005 (1.6% lower).
High-volume input processingGemini 2.5 Flash Lite Preview 09-2025Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsGemma 4 31BLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workGemini 2.5 Flash Lite Preview 09-2025A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
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.

Cheaper alternatives

Review low-cost models sorted by a standard 1M input plus 500K output workload.

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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

Google catalog

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

Open Google models
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Gemma 4 31B Instruct is Google DeepMind's 30.7B dense multimodal model supporting text and image input with text output. Features a 256K token context window, configurable thinking/reasoning mode, native function...

Gemini 2.5 Flash Lite Preview 09-2025

Gemini 2.5 Flash-Lite is a lightweight reasoning model in the Gemini 2.5 family, optimized for ultra-low latency and cost efficiency. It offers improved throughput, faster token generation, and better performance...