google
Google: Gemini 3.7 Flash (batch)
Google's Gemini 3.7 Flash (batch) is an advanced AI model capable of processing text, images, videos, files, and audio inputs, with a substantial context length of up to 1MB. It supports both reasoning and tool use, making it versatile for complex tasks. This model excels in coding but falls short in agentic tasks compared to other models. For those looking for robust multimodal capabilities at a cost-effective price point-Gemini 3.7 Flash offers input pricing of $0.1875 per thousand tokens and output at $0.9375, with a blended benchmark score of 89.7 across three independent tests. While its performance is solid, the lack of structured output support and lower agentic scores mean it might not be ideal for all use cases.
Quality Score
100/100
price + capability + benchmarks
Input Price
$0.19
per 1M tokens
Output Price
$0.94
per 1M tokens
Context Window
1,048,576
tokens
Benchmark results
Independent, published benchmarks. Blended score 89.7 across 3 benchmarks, last refreshed 2026-08-14. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| AI Index | broad capability composite | 92.4 |
| AI Index Coding | software engineering tasks | 100.0 |
| AI Index Agentic | multi-step tool-using tasks | 74.4 |
- Model ID
- google/gemini-3.7-flash:batch
- Vendor
- Released
- August 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 $0.19/M input and $0.94/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 | $2.81 |
Strong choice for
Data
JSON Extraction
Pulling structured fields out of unstructured text.
Data
Bulk Data Labeling
Cheaply tagging thousands of items with consistent labels.
Writing
Short-Form Summarization
TL;DRs of articles and emails at scale.
Writing
Email Drafting
Cold emails, replies, and outreach at the right tone.
Education
Language Learning
Conversational practice, grammar drills, vocabulary.
Business
Customer Support
Replying to tickets and chats accurately.
Category rankings
Where Google: Gemini 3.7 Flash (batch) places across the 44 categories it ranks in. How we rank →
| # | Category | Score |
|---|---|---|
| #1 | Short-Form SummarizationWriting · of 25 ranked | 132 |
| #1 | Email DraftingWriting · of 25 ranked | 128 |
| #1 | Language LearningEducation · of 25 ranked | 128 |
| #1 | Chat CompanionPersonal · of 25 ranked | 132 |
| #1 | Trivia & General KnowledgePersonal · of 25 ranked | 122 |
| #2 | Image CaptioningVision · of 25 ranked | 121 |
| #2 | TranscriptionVoice · of 25 ranked | 123 |
| #2 | TTS ReplacementVoice · of 25 ranked | 115 |
| #2 | Video Auto-TaggingVideo · of 25 ranked | 123 |
| #3 | Bulk Data LabelingData · of 25 ranked | 135 |
| #3 | Customer SupportBusiness · of 25 ranked | 135 |
| #3 | Sales / Cold EmailBusiness · of 25 ranked | 124 |
| #3 | Job Application DraftingBusiness · of 25 ranked | 124 |
| #3 | Journaling HelperPersonal · of 25 ranked | 124 |
| #3 | Recipe GenerationPersonal · of 25 ranked | 124 |
| #3 | Dataset AnnotationResearch · of 25 ranked | 145 |
| #4 | JSON ExtractionData · of 25 ranked | 149 |
| #5 | Audio SummarizationVoice · of 25 ranked | 160 |
| #7 | Video SummarizationVideo · of 25 ranked | 160 |
| #8 | Code CompletionCode · of 25 ranked | 133 |
| #9 | Resume WritingBusiness · of 25 ranked | 118 |
| #12 | Regex WritingCode · of 25 ranked | 137 |
| #12 | Language TranslationWriting · of 25 ranked | 137 |
| #12 | Tutoring for KidsPersonal · of 25 ranked | 137 |
| #13 | SOP / Process DocsBusiness · of 25 ranked | 138 |
| #14 | Code DocumentationCode · of 25 ranked | 144 |
| #16 | Meeting NotesBusiness · of 25 ranked | 153 |
| #17 | Marketing CopyWriting · of 25 ranked | 131 |
| #17 | Standardized Test PrepEducation · of 25 ranked | 131 |
| #18 | CSV / Spreadsheet CleanupData · of 25 ranked | 154 |
| #18 | Real-Time ChatLatency · of 25 ranked | 117 |
| #21 | Diagram ExtractionVision · of 25 ranked | 150 |
| #21 | Function / Tool CallingAgents · of 25 ranked | 153 |
| #22 | Frontend Component DesignCode · of 25 ranked | 147 |
| #22 | Blog Post WritingWriting · of 25 ranked | 141 |
| #22 | Screenshot DebuggingVision · of 25 ranked | 143 |
| #22 | Chart & Graph ReadingVision · of 25 ranked | 153 |
| #22 | Trip PlanningPersonal · of 25 ranked | 141 |
| #23 | SQL GenerationCode · of 25 ranked | 172 |
| #23 | Character RoleplayPersonal · of 25 ranked | 151 |
| #24 | Browser AutomationAgents · of 25 ranked | 171 |
| #25 | OCR / Document ParsingData · of 25 ranked | 147 |
| #25 | Table Extraction from PDFsData · of 25 ranked | 147 |
| #25 | Transcript CleanupWriting · of 25 ranked | 141 |
Similar models
google
Google: Gemini 3.7 Flash
$0.38 in / $1.88 out
1,048,576 ctx
100
google
Google: Gemini 3.6 Flash
$0.75 in / $3.75 out
1,048,576 ctx
100
google
Google: Gemini 3.6 Flash (batch)
$0.38 in / $1.88 out
1,048,576 ctx
100
google
Google: Gemini 3.5 Flash Lite
$0.30 in / $2.50 out
1,048,576 ctx
100
google
Google: Gemini 3.5 Flash Lite (batch)
$0.15 in / $1.25 out
1,048,576 ctx
100
google
Google: Gemini 3.5 Flash
$1.50 in / $9.00 out
1,048,576 ctx
100
Quick answers
- How much does Google: Gemini 3.7 Flash (batch) cost?
- $0.19 per million input tokens and $0.94 per million output tokens.
- What is Google: Gemini 3.7 Flash (batch)'s context window?
- 1,048,576 tokens, roughly 1,572 pages of text in a single request.
- Does Google: Gemini 3.7 Flash (batch) support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can Google: Gemini 3.7 Flash (batch) process images?
- Yes, it accepts image input.