Feature matrix
What each model supports, which request parameters it rejects, and its limits, as each company publishes them. A dash means the company doesn't publish it, not that the model lacks it.
| Model | Structured outputs | Function calling | Prompt caching | Batch API | Image input | PDF input | Reasoning / thinking | Fine-tuning | Built-in web search | temperature | top_p | logprobs | Context window | Max output tokens |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Google Antigravity Preview (09-2026)antigravity-preview-09-2026 | —Not published | —Not published | —Not published | —Not published | Supported | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published | 1,048,576 | 65,536 |
| Google Deep Research Max Preview (Apr-21-2026)deep-research-max-preview-04-2026 | —Not published | —Not published | —Not published | —Not published | Supported | Supported | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published | 1,048,576 | 65,536 |
| Google Deep Research Preview (Apr-21-2026)deep-research-preview-04-2026 | —Not published | —Not published | —Not published | —Not published | Supported | Supported | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published | 1,048,576 | 65,536 |
| Google Gemini 2.5 Flashgemini-2.5-flash | Supported | Supported | Supported | Supported | Supported | —Not published | Supported | —Not published | Supported | —Not published | —Not published | —Not published | 1,048,576 | 65,536 |
| Google Nano Bananagemini-2.5-flash-image | Not supported | Not supported | Not supported | Supported | Supported | —Not published | Not supported | —Not published | Not supported | —Not published | —Not published | —Not published | 65,536 | 32,768 |
| Google Gemini 2.5 Flash-Litegemini-2.5-flash-lite | Supported | Supported | Supported | Supported | Supported | Supported | Supported | —Not published | Supported | —Not published | —Not published | —Not published | 1,048,576 | 65,536 |
| Google Gemini 2.5 Flash Native Audio Preview (12-2025)gemini-2.5-flash-native-audio-preview-12-2025 | Not supported | Supported | Not supported | Not supported | —Not published | —Not published | Supported | —Not published | Supported | —Not published | —Not published | —Not published | 131,072 | 8,192 |
| Google Gemini 2.5 Flash Preview TTSgemini-2.5-flash-preview-tts | Not supported | Not supported | Not supported | Not supported | —Not published | —Not published | Not supported | —Not published | Not supported | —Not published | —Not published | —Not published | 8,192 | 16,384 |
| Google Gemini 2.5 Progemini-2.5-pro | Supported | Supported | Supported | Supported | Supported | Supported | Supported | —Not published | Supported | —Not published | —Not published | —Not published | 1,048,576 | 65,536 |
| Google Gemini 2.5 Pro Preview TTSgemini-2.5-pro-preview-tts | Not supported | Not supported | Not supported | Supported | —Not published | —Not published | Not supported | —Not published | Not supported | —Not published | —Not published | —Not published | 8,192 | 16,384 |
| Google Gemini 3 Flash Previewgemini-3-flash-preview | Supported | Supported | Supported | Supported | Supported | Supported | Supported | —Not published | Supported | —Not published | —Not published | —Not published | 1,048,576 | 65,536 |
| Google Nano Banana Progemini-3-pro-image | Not supported | Not supported | Not supported | Supported | Supported | —Not published | Supported | —Not published | Supported | —Not published | —Not published | —Not published | 65,536 | 32,768 |
| Google Nano Banana 2gemini-3.1-flash-image | Not supported | Not supported | Not supported | Supported | Supported | Supported | Supported | —Not published | Supported | —Not published | —Not published | —Not published | 131,072 | 32,768 |
| Google Gemini 3.1 Flash Litegemini-3.1-flash-lite | Supported | Supported | Supported | Supported | Supported | Supported | Supported | —Not published | Supported | —Not published | —Not published | —Not published | 1,048,576 | 65,536 |
| Google Nano Banana 2 Litegemini-3.1-flash-lite-image | Not supported | Not supported | Not supported | Supported | Supported | Supported | Supported (minimal and high) | —Not published | Not supported | —Not published | —Not published | —Not published | 65,536 | 4,096 |
| Google Gemini 3.1 Flash Live Previewgemini-3.1-flash-live-preview | Not supported | Supported | Not supported | Not supported | Supported | —Not published | Supported | —Not published | Supported | —Not published | —Not published | —Not published | 131,072 | 65,536 |
| Google Gemini 3.1 Flash TTS Previewgemini-3.1-flash-tts-preview | Not supported | Not supported | Not supported | Supported | —Not published | —Not published | Not supported | —Not published | Not supported | —Not published | —Not published | —Not published | 8,192 | 16,384 |
| Google Gemini 3.1 Pro Previewgemini-3.1-pro-preview | Supported | Supported | Supported | Supported | Supported | Supported | Supported | —Not published | Supported | —Not published | —Not published | —Not published | 1,048,576 | 65,536 |
| Google Gemini 3.5 Flashgemini-3.5-flash | Supported | Supported | Supported | Supported | Supported | Supported | Supported | —Not published | Supported | —Not published | —Not published | —Not published | 1,048,576 | 65,536 |
| Google Gemini 3.5 Flash Litegemini-3.5-flash-lite | Supported | Supported | Supported | Supported | Supported | Supported | Supported | —Not published | Supported | —Not published | —Not published | —Not published | 1,048,576 | 65,536 |
| Google Gemini 3.5 Live Translate Previewgemini-3.5-live-translate-preview | Not supported | Not supported | Not supported | Not supported | —Not published | —Not published | Not supported | —Not published | Not supported | —Not published | —Not published | —Not published | 131,072 | 65,536 |
| Google Gemini 3.5 Transcribegemini-3.5-transcribe | —Not published | Not supported | Not supported | Not supported | —Not published | —Not published | Not supported | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published |
| Google Gemini 3.6 Flashgemini-3.6-flash | Supported | Supported | Supported | Supported | Supported | Supported | Supported | —Not published | Supported | —Not published | —Not published | —Not published | 1,048,576 | 65,536 |
| Google Gemini 3.7 Flashgemini-3.7-flash | Supported | Supported | Supported | Supported | Supported | Supported | Supported (minimal is not supported and returns an error) | —Not published | Supported | —Not published | —Not published | —Not published | 1,048,576 | 65,536 |
| Google Gemini 3.8 Flashgemini-3.8-flash | Supported | Supported | Supported | Supported | Supported | Supported | Supported (minimal is not supported and returns an error) | —Not published | Supported | —Not published | —Not published | —Not published | 1,048,576 | 65,536 |
| Google Gemini 3.8 Flash Lite TTSgemini-3.8-flash-lite-tts | Not supported | Not supported | Not supported | Supported | —Not published | —Not published | Not supported | —Not published | Not supported | —Not published | —Not published | —Not published | 8,192 | 16,384 |
| Google Gemini 3.8 Flash TTSgemini-3.8-flash-tts | Not supported | Not supported | Not supported | Supported | —Not published | —Not published | Not supported | —Not published | Not supported | —Not published | —Not published | —Not published | 8,192 | 16,384 |
| Google Gemini 3.8 Livegemini-3.8-live | Not supported | Supported | Not supported | Not supported | Supported | —Not published | Supported (interleaved reasoning) | —Not published | Supported | —Not published | —Not published | —Not published | 131,072 | 65,536 |
| Google Gemini 3.8 Live Extended Thinkinggemini-3.8-live-extended-thinking | Not supported | Partial (Async only) | Not supported | Not supported | Supported | —Not published | Supported | —Not published | Supported | —Not published | —Not published | —Not published | 131,072 | 65,536 |
| Google Gemini Embedding 001gemini-embedding-001 | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published | 2,048 | —Not published |
| Google Gemini Embedding 2gemini-embedding-2 | —Not published | —Not published | —Not published | —Not published | Supported | Supported | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published | 8,192 | —Not published |
| Google Gemini Nano Banana 2.1gemini-nano-banana-2.1 | Not supported | Not supported | Not supported | Supported | Supported | Supported | Supported | —Not published | Supported | —Not published | —Not published | —Not published | 131,072 | 32,768 |
| Google Gemini Omni 1.1 Flashgemini-omni-1.1-flash | —Not published | —Not published | —Not published | —Not published | Supported | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published | 1,048,576 | —Not published |
| Google Lyria 3 Clip Previewlyria-3-clip-preview | Not supported | Not supported | Not supported | Not supported | Supported | —Not published | Not supported | —Not published | Not supported | —Not published | —Not published | —Not published | 131,072 | —Not published |
| Google Lyria 3 Pro Previewlyria-3-pro-preview | Not supported | Not supported | Not supported | Not supported | Supported | —Not published | Not supported | —Not published | Not supported | —Not published | —Not published | —Not published | 131,072 | —Not published |
| Google Lyria 3.5lyria-3.5 | Not supported | Not supported | Not supported | Not supported | Supported | —Not published | Not supported | —Not published | Not supported | —Not published | —Not published | —Not published | 131,072 | —Not published |
| Google Veo 3.1veo-3.1-generate-preview | —Not published | —Not published | —Not published | —Not published | Supported | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published |
| Google Veo 3.1 liteveo-3.1-lite-generate-preview | —Not published | —Not published | —Not published | —Not published | Supported | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published | —Not published |
Filled square: supported or accepted. Half-filled: partial or ignored. Hollow: not supported or rejected. Dash: not published. Open a feature for its full list and history.