Google: Gemini 3.5 Flash Lite (batch)
Gemini 3.5 Flash Lite from Google is a versatile AI model that supports multiple input modalities including text, images, videos, files, and audio, with a context length of up to 1 MB. It excels in reasoning and can integrate tools for enhanced functionality; however, structured output support remains unverified. This model is suitable for users who need flexibility across various inputs but are willing to pay the price per token, as it ranks at a blended benchmark score of 62.4, making it competitive among models with similar capabilities. Given its pricing at $0.15 per million input tokens and $1.25 per million output tokens, it may be more cost-effective for projects requiring extensive text processing compared to other models in the same category.
Benchmark results
Independent, published benchmarks. Blended score 62.4 across 3 benchmarks, last refreshed 2026-07-29. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| AI Index | broad capability composite | 60.2 |
| AI Index Coding | software engineering tasks | 81.4 |
| AI Index Agentic | multi-step tool-using tasks | 44.3 |
- Model ID
- google/gemini-3.5-flash-lite:batch
- Vendor
- Released
- July 2026
- Tokenizer
- Gemini
- Input Modalities
- text, image, video, file, audio
- Output Modalities
- text
- Max Output
- 65,536 tokens
- Tool Calling
- ✓ supported
- Structured Output
- ✓ supported
- Reasoning Mode
- ✓ supported
- Vision
- ✓ accepts images
- Audio
- ✓ accepts audio
- Moderated
- no
What it costs in practice
Computed from the current $0.15/M input and $1.25/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | under $0.01 |
| Classify 1,000 customer emails | 500k in / 50k out | $0.14 |
| A month of a busy support chatbot | 5M in / 2M out | $3.25 |
Strong choice for
Category rankings
Where Google: Gemini 3.5 Flash Lite (batch) places across the 16 categories it ranks in. How we rank →
| # | Category | Score |
|---|---|---|
| #3 | TranscriptionVoice · of 25 ranked | 123 |
| #4 | TTS ReplacementVoice · of 25 ranked | 115 |
| #4 | Video Auto-TaggingVideo · of 25 ranked | 123 |
| #10 | Audio SummarizationVoice · of 25 ranked | 153 |
| #13 | Video SummarizationVideo · of 25 ranked | 153 |
| #15 | Code CompletionCode · of 25 ranked | 132 |
| #16 | Image CaptioningVision · of 25 ranked | 120 |
| #17 | Bulk Data LabelingData · of 25 ranked | 134 |
| #17 | Real-Time ChatLatency · of 25 ranked | 117 |
| #19 | Customer SupportBusiness · of 25 ranked | 132 |
| #20 | Dataset AnnotationResearch · of 25 ranked | 142 |
| #21 | JSON ExtractionData · of 25 ranked | 145 |
| #23 | Short-Form SummarizationWriting · of 25 ranked | 129 |
| #23 | Chat CompanionPersonal · of 25 ranked | 129 |
| #24 | Email DraftingWriting · of 25 ranked | 125 |
| #24 | Language LearningEducation · of 25 ranked | 125 |
Similar models
Google: Gemini 3.6 Flash
Google: Gemini 3.6 Flash (batch)
Google: Gemini 3.5 Flash Lite
Google: Gemini 3.5 Flash
Google: Gemini 3.5 Flash (batch)
Google: Gemini 3.1 Flash Lite
Quick answers
- How much does Google: Gemini 3.5 Flash Lite (batch) cost?
- $0.15 per million input tokens and $1.25 per million output tokens.
- What is Google: Gemini 3.5 Flash Lite (batch)'s context window?
- 1,048,576 tokens, roughly 1,572 pages of text in a single request.
- Does Google: Gemini 3.5 Flash Lite (batch) support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can Google: Gemini 3.5 Flash Lite (batch) process images?
- Yes, it accepts image input.