Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) vs laion/CLIP-convnext_base_w-laion2B-s13B-b82K-augreg
Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) comes out ahead on the data we track: 5 advantages and none for laion/CLIP-convnext_base_w-laion2B-s13B-b82K-augreg.
Monthly cost at list price for five common workloads. Token counts per unit are stated so you can scale them to your own traffic. A workload that does not fit a model's context window is marked rather than priced.
Workload (per month)
Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)
spend extra tokens thinking before answering hard problems
Image input
✓ Yes
—
read screenshots, charts and scanned pages
Audio input
—
—
take speech or audio directly
File / PDF input
—
—
accept documents without your own parsing step
Image output
✓ Yes
✓ Yes
generate images, not just text
Built-in web search
✓ Yes
—
answer from live web results
Seed (reproducible sampling)
✓ Yes
—
repeat a generation for tests and evals
Log-probabilities
—
—
read token confidence for classification and scoring
From each model's published parameters and input/output types. “—” means not advertised, not proven absent.
Price history
Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image): price unchanged since we started tracking it on 2026-08-06.
Which should you choose?
Choose Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) if…
you need structured output (JSON schema) — to return JSON that validates against your schema; laion/CLIP-convnext_base_w-laion2B-s13B-b82K-augreg does not advertise it
you need reasoning / thinking mode — to spend extra tokens thinking before answering hard problems; laion/CLIP-convnext_base_w-laion2B-s13B-b82K-augreg does not advertise it
you need image input — to read screenshots, charts and scanned pages; laion/CLIP-convnext_base_w-laion2B-s13B-b82K-augreg does not advertise it
you need built-in web search — to answer from live web results; laion/CLIP-convnext_base_w-laion2B-s13B-b82K-augreg does not advertise it
you need seed (reproducible sampling) — to repeat a generation for tests and evals; laion/CLIP-convnext_base_w-laion2B-s13B-b82K-augreg does not advertise it
No advantage on the data we track — pick it for provider preference or output quality on your own prompts.
Frequently asked questions
Is Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) better than laion/CLIP-convnext_base_w-laion2B-s13B-b82K-augreg?
Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) comes out ahead on the data we track: 5 advantages and none for laion/CLIP-convnext_base_w-laion2B-s13B-b82K-augreg.
Do Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) and laion/CLIP-convnext_base_w-laion2B-s13B-b82K-augreg support function calling and JSON output?
Tool calling — Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image): not advertised, laion/CLIP-convnext_base_w-laion2B-s13B-b82K-augreg: not advertised. JSON-schema structured output — Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image): yes, laion/CLIP-convnext_base_w-laion2B-s13B-b82K-augreg: not advertised.
Can Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) or laion/CLIP-convnext_base_w-laion2B-s13B-b82K-augreg read images?
Only Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) accepts image input; laion/CLIP-convnext_base_w-laion2B-s13B-b82K-augreg is text-only for input.
Is Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) or laion/CLIP-convnext_base_w-laion2B-s13B-b82K-augreg free to use?
No free variant is listed for either; both are pay-per-token.
Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) is Google's fastest, most cost-efficient Gemini image model, built for high-velocity developer pipelines and rapid-fire visual exploration. It delivers text-to-image generation...