Gemini 3.1 Flash Lite Preview is a language model from Google. It ranks #122 of 504 in ModelCap's all-versions archive, with an Index score of 63.4, measured on 2 public benchmarks. Its score range of 58.5–68.3 spans positions #95–#149. It is listed at $0.25 per million input tokens and $1.50 per million output tokens from one provider. It reads up to 1M tokens of context, with no downloadable weights linked in the current source data.
Bayesian Evidence Score · measured evidence input only
BES normalizes admitted public benchmark evidence for measured Index rows. Its legacy score and observables prior do not define the public language rank.
Observed capability
63.4
Evidence status
confirmed · 77% mass
General preference
64.5
Coding
55.0
Agents & tools
—
Reasoning
—
Evidence breadth
92%
Evidence coverage
64%
Market and catalogue signals · secondary, never the language Index rank
The bounded 0–100 capability score blends each source’s competitive placement with its published achievement, then combines capability families. Evidence breadth adds a modest uncertainty adjustment; price and popularity are not part of benchmark-led rank.
Not yet published: a pinned repository revision, the architecture and model type, a parameter count, safetensors weight metadata, the base model it derives from, a declared licence, a link to the licence terms, pinned evaluation dataset versions.
A metadata completeness and deployability index—not a safety certification, quality grade, or production-readiness claim.
Market Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.
OpenRouter weekly popularity across the full model catalogue.
Liquidity25%
95.8
Independent providers versus the model's open or closed cohort, weighted by uptime.
Open reach15%
50.0
Hugging Face 30-day downloads for open models; neutral for closed models.
Freshness5%
38.8
Time since first public availability, on a six-month half-life.
Specification
Model ID
google/gemini-3.1-flash-lite-preview
Context window
1M tokens
Declared output cap
66K tokens
OpenRouter catalogue or provider-endpoint declaration. Limits can vary by provider and prompt length; a model-wide maximum has not been independently verified. OpenRouter metadata
Inputs
Text, Image, Video, File, Audio
Outputs
Text
Tokenizer
Gemini
Cached input tokens
$0.025 / 1M
First seen on OpenRouter
3 Mar 2026
Capabilities
Supported: Reasoning
Supported: Tool use
Supported: Structured output
Supported: Response format
Not supported: Moderated
Benchmark leaderboards featuring Gemini 3.1 Flash Lite Preview
How does Gemini 3.1 Flash Lite Preview rank among AI models?
Gemini 3.1 Flash Lite Preview is a superseded version and is not on the current board as of 6 November 2026. Its archive position, where one exists, is shown on the page; the newer version carries the current rank.
How much does Gemini 3.1 Flash Lite Preview cost per 1M tokens?
Gemini 3.1 Flash Lite Preview is listed at $0.25 per 1M input tokens and $1.50 per 1M output tokens as of 6 November 2026. Prices come from the OpenRouter catalogue and re-observe on every refresh. For 1,000 requests using 2,000 input and 500 output tokens each, the listed rates imply $1.25 total (2M input + 0.5M output). This excludes caching, batch discounts, prompt-length tiers, tool charges and retries; verify the chosen endpoint's rate and limits before budgeting.
What is the context window of Gemini 3.1 Flash Lite Preview?
Gemini 3.1 Flash Lite Preview has a published context window of 1M tokens (1,048,576). The snapshot lists a 65,536 token catalogue-declared route output cap. OpenRouter catalogue or provider-endpoint declaration. Limits can vary by provider and prompt length; a model-wide maximum has not been independently verified. The providers table lists each endpoint's context limit.
Is Gemini 3.1 Flash Lite Preview open-weight?
No linked weights. No downloadable model weights are linked in the current source data. This does not identify every API or chat product that offers the model.
Which API providers serve Gemini 3.1 Flash Lite Preview?
One provider serves Gemini 3.1 Flash Lite Preview through OpenRouter as of 6 November 2026: Google AI Studio. Each provider's price, context limit, quantization and measured uptime are in the providers table above.
Which benchmarks has Gemini 3.1 Flash Lite Preview been evaluated on?
Gemini 3.1 Flash Lite Preview has published results on 2 public boards tracked by ModelCap as of 6 November 2026: Arena text 1433 (#112 of 419) and Arena coding 1458 (#148 of 414). Each board page ranks every tracked model on that benchmark. The ModelCap Index scores the results its methodology admits, with published uncertainty, and shows reference boards without scoring them.
When was Gemini 3.1 Flash Lite Preview released?
Gemini 3.1 Flash Lite Preview first appeared in the catalogue on 3 Mar 2026. It has since been superseded by Gemini 3.5 Flash Lite. Rank and price movements since then are recorded on the site's changes feed.