Gemini 3.1 Flash Lite
Google · released May 7, 2026
- Type
- Proprietary
- Input
- $0.25
- Output
- $1.50
- Cached
- Not published
List price · per 1M tokens · Google AI at 1M context · source ↗ · a reseller below undercuts it; the table carries the spread
Our take
Written Aug 3, 2026Gemini 3.1 Flash Lite is a lightweight multimodal model from Google that can handle up to one million tokens in a single request and accepts text, images, files, audio and video. It is designed for long-context work and offers notably lower rates through Google's own platforms than through third-party providers.
Pick this for long-context multimodal tasks needing one million tokens of working memory, or if you are inside the Google ecosystem and can use Vertex or AI Studio for the cheapest tier. Skip it if you need verified benchmark scores, want to self-host, or are locked to third-party routing where cost doubles.
The case for it
- One-million-token request limit, among the largest disclosed in the catalogue.
- Broad multimodal input: text, images, files, audio and video simultaneously.
- Google-native routing is half the price of third-party providers on the same model.
- Throughput options up to 106 tokens per second on AI Studio, against 67 on the base tier.
The case against it
- No benchmark scores in the catalogue — chat, reasoning and coding quality are all unverified.
- Third-party routing carries a sharp price penalty over Google direct.
- Parameter count is undisclosed, so there is no basis for efficiency claims against competitors.
How good is it?
We hold no score for this model.
We look for every model we track on every board we watch, and none of them has turned up Gemini 3.1 Flash Lite — so there is no intelligence, coding, agentic or writing score to show you, not a low one, none.
Or rent it from someone else
The lab is also the cheapest we hold. The strip above and this offer are the same one, so nothing on this page undercuts Google AI on 1M of context.
- per 1M tokens
- $0.25 in / $1.50 out
- Context served
- 1M
- Throughput
- Not measured
| Provider | In / out per 1M tokens | Context | Throughput | Trains on prompts | Logs prompts | Zero retention |
|---|---|---|---|---|---|---|
| Google Vertex AIglobal | $0.13 / $0.75 | 1M | 4 tok/s | No | No | Confirmed |
| Google AI Studioflex tier | $0.13 / $0.75 | 1M | 123 tok/s | No | Yes55 days | Unknown |
| Google AI | $0.25 / $1.50 | 1M66K out | not measured | Unknown | Unknown | Unknown |
| OpenRouter | $0.25 / $1.50 | 1M | not measured | Unknown | Unknown | Unknown |
| Google AI Studio | $0.25 / $1.50 | 1M | 121 tok/s | No | Yes55 days | Unknown |
| DeepInfra | $0.25 / $1.50 | 1M | not measured | Unknown | Unknown | Unknown |
| Google AI Studiopriority tier | $0.45 / $2.70 | 1M | 57 tok/s | No | Yes55 days | Unknown |
Across the 7 listings we hold: 4 say they do not train on prompts, 0 say they do and 3 do not say. 1 appear in the zero-retention registry we check; the rest are unknown to us rather than confirmed either way.
What each host's API supports
From the parameter list each endpoint publishes. Streaming is omitted: nothing we hold reports it, for any model.
- ✓
- Supported
- ✗
- Not supported
- Not published
- host gave no parameter list
| Provider | Tool calling | JSON output | Strict schema |
|---|---|---|---|
| Google Vertex AIglobal | ✓ | ✓ | ✓ |
| Google AI Studioflex | ✓ | ✓ | ✓ |
| Google AI | |||
| OpenRouter | ✓ | ✓ | ✓ |
| Google AI Studio | ✓ | ✓ | ✓ |
| DeepInfra | |||
| Google AI Studiopriority | ✓ | ✓ | ✓ |
Tool calling: 5 of 7 listings say yes, 2 publish no parameter list. JSON output: 5 of 7 listings say yes, 2 publish no parameter list. Strict schema: 5 of 7 listings say yes, 2 publish no parameter list.
Models people weigh against Gemini 3.1 Flash Lite
When we formed this view
Dates behind this page
Prices last checked 9d ago
What we do not know about this model yet
- No board we watch has turned up a score, so we hold no quality figures at all.
- 2 of 7 listings publish no parameter list, so what their API accepts is unknown to us.
- Nothing we hold says whether an endpoint streams, so we do not show it either way.
- 3 of 7 listings do not say whether they train on prompts.
Licence and identifiers
What the licence allowsWe hold no licence record for this model. Inside are the identifiers you need to pull it — its Hugging Face repo where we have one, our slug and a machine-readable card.
Licence
Commercial API terms. We hold no licence record for this model, so there is nothing to summarise here.
Identifiers
- Modality record
- text+image+file+audio+video->text
- Catalogue slug
- google-gemini-3-1-flash-lite