This guide compares Gemini 3.1 Pro Preview, Gemini 3.1 Flash-Lite, and Gemini 3 Flash Preview for quality, speed, and cost. It retains the April 2026 three-model comparison, not a complete shortlist of Google's latest models.
Model ID correction, checked September 9, 2026: Google shut down gemini-3.1-flash-lite-preview on May 25, 2026. Use the stable replacement gemini-3.1-flash-lite. Its standard paid prices and token limits below were rechecked; benchmark figures and the chart remain the April comparison, not new measurements of the stable release. Gemini 3 Pro Preview has also shut down.
Quick answer
- Choose Gemini 3.1 Pro Preview if output quality matters most.
- Choose Gemini 3.1 Flash-Lite if token cost matters most.
- Choose Gemini 3 Flash Preview if you want a stronger benchmark profile than Flash-Lite without paying Pro prices.
Gemini 3.1 Pro vs Gemini 3.1 Flash-Lite vs Gemini 3 Flash
| Area | Gemini 3.1 Pro Preview | Gemini 3.1 Flash-Lite | Gemini 3 Flash Preview |
|---|---|---|---|
| Model ID | gemini-3.1-pro-preview | gemini-3.1-flash-lite | gemini-3-flash-preview |
| Main role | Highest-quality flagship model | Lower-cost, high-volume model | Fast general-purpose model |
| Input tokens | 1,048,576 | 1,048,576 | 1,048,576 |
| Output tokens | 65,536 | 65,536 | 65,536 |
| Input price | $2 per 1M tokens up to 200k prompt tokens, then $4 | $0.25 per 1M text, image, or video tokens; $0.50 for audio | $0.50 per 1M text, image, or video tokens; $1 for audio |
| Output price | $12 per 1M output tokens up to 200k prompt tokens, then $18 | $1.50 per 1M output tokens | $3 per 1M output tokens |
| Best fit | Reasoning-heavy, premium tasks | Budget-sensitive, high-volume tasks | Better quality-speed balance below Pro |
How to think about the choice
The easiest way to think about these three models is to separate them by job.
- Gemini 3.1 Pro Preview is the quality-first choice.
- Gemini 3.1 Flash-Lite is the cost-first choice.
- Gemini 3 Flash Preview sits in between as the more capable non-Pro option in the benchmark data we found.
That is why this is not really a version-number comparison. It is a model-tier decision. Flash-Lite is not simply "the newer Flash." It is a cheaper tier with a different job.
Pricing
If your main constraint is budget, the pricing table already narrows the decision quickly.
| Model | Input price | Output price | Pricing takeaway |
|---|---|---|---|
gemini-3.1-pro-preview | $2 per 1M tokens up to 200k prompt tokens, then $4 | $12 per 1M output tokens up to 200k prompt tokens, then $18 | Most expensive, justified only when you need top quality. |
gemini-3.1-flash-lite | $0.25 per 1M text, image, or video tokens; $0.50 for audio | $1.50 per 1M output tokens | Cheapest option in this comparison. |
gemini-3-flash-preview | $0.50 per 1M text, image, or video tokens; $1 for audio | $3 per 1M output tokens | Costs about twice as much as Flash-Lite, but still far below Pro. |
If you only care about lowering token cost, pick Gemini 3.1 Flash-Lite. If you can afford more and want better model quality, then Gemini 3 Flash and Gemini 3.1 Pro are the more relevant options.
Token limits
All three models support a 1,048,576-token input window and a 65,536-token output limit in the Gemini API docs. That means the decision is not really about context-window size here. It is about capability, speed, and price.
| Model | Max input | Max output | Input types |
|---|---|---|---|
gemini-3.1-pro-preview | 1,048,576 | 65,536 | Text, image, video, audio, PDF |
gemini-3.1-flash-lite | 1,048,576 | 65,536 | Text, image, video, audio, PDF |
gemini-3-flash-preview | 1,048,576 | 65,536 | Text, image, video, audio, PDF |
Official benchmarks
Historical benchmark snapshot: These figures were compiled for the April 18, 2026 article, when Flash-Lite was a preview. They have not been revalidated for the stable release and should not be read as a September 2026 benchmark ranking.
The cleanest benchmark view is to use only the metrics that appear across all three models in the official Google benchmark materials we reviewed. That gives a fairer shortlist table, even though the Flash and Flash-Lite figures still come from separate official Google pages rather than one single vendor comparison page.
| Official benchmark | Gemini 3.1 Pro | Gemini 3 Flash | Gemini 3.1 Flash-Lite |
|---|---|---|---|
| Humanity's Last Exam, no tools | 44.4% | 33.7% | 16.0% |
| GPQA Diamond, no tools | 94.3% | 90.4% | 86.9% |
| MMMU-Pro | 81.0% | 81.2% | 76.8% |
| Terminal / agent-style benchmark | 68.5% on Terminal-Bench 2.0 | 47.6% on Terminal-Bench 2.0 | Not available in the same benchmark family |
The first three rows are the most useful common signals across the shortlist. On those, Gemini 3.1 Pro leads overall, Gemini 3 Flash usually lands in the middle, and Gemini 3.1 Flash-Lite is the cheaper but weaker option on quality.
Important caveat: Google does not appear to publish one official single-table head-to-head comparison for all three of these models. So this shortlist table is compiled from official Google benchmark sources, using only the most comparable metrics we could find.
Which model should you choose?
| If you need... | Pick this model | Why |
|---|---|---|
| Best overall quality | Gemini 3.1 Pro Preview | Best official reasoning profile in this shortlist. |
| Lowest token cost | Gemini 3.1 Flash-Lite | Cheapest model here by a clear margin. |
| Better benchmark quality than Flash-Lite without paying Pro rates | Gemini 3 Flash Preview | Stronger benchmark profile than Flash-Lite in the official compiled crosswalk. |
If you want the shortest possible decision rule, it is this: pick Gemini 3.1 Pro for quality, Gemini 3.1 Flash-Lite for cost, and Gemini 3 Flash for the middle ground.
Verdict
Within this three-model comparison and its historical benchmark evidence, Gemini 3.1 Pro is the premium quality option, Gemini 3.1 Flash-Lite is the budget option, and Gemini 3 Flash is the more capable non-Pro middle lane. Use the stable Flash-Lite ID in the tables, and check Google's current model list before starting a new deployment.
Frequently Asked Questions
Should I still compare Gemini 3 Pro when picking a model today?
No. Google has shut down Gemini 3 Pro Preview. This guide retains a three-model comparison rather than covering the latest full lineup. For Flash-Lite, use gemini-3.1-flash-lite; its preview was shut down on May 25, 2026.
Is Gemini 3.1 Flash-Lite better than Gemini 3 Flash?
Not on the April 2026 official benchmark crosswalk retained here. Gemini 3 Flash usually looks stronger on quality, while Gemini 3.1 Flash-Lite wins on lower cost. Those preview-era benchmark figures have not been revalidated for stable Flash-Lite.
Which Gemini model is the best value?
That depends on your workload. Among these three models, Gemini 3.1 Flash-Lite has the lowest listed token cost. The retained April benchmark comparison favors Gemini 3.1 Pro for quality, with Gemini 3 Flash in the middle; it is not a ranking of Google's latest lineup.
Sources
- Gemini API model list
- Gemini API deprecations
- Gemini 3 Flash Preview model page
- Gemini 3.1 Pro Preview model page
- Gemini 3.1 Flash-Lite stable model page: https://ai.google.dev/gemini-api/docs/models/gemini-3.1-flash-lite
- Gemini Developer API pricing
- Google DeepMind Gemini benchmarks
- Google DeepMind Gemini 3 Flash benchmarks
- Google DeepMind Gemini 3.1 Flash-Lite benchmarks
- Gemini 3.1 Flash-Lite model card
- Gemini 3.1 Pro announcement