Decision support

Nano Banana 2 (Gemini 3.1 Flash Image) vs MiniMax H3 Image Highspeed

Compare canonical objects directly. The useful dimensions change with the object type, so model and hardware comparisons stay separate.

Models Hardware

Nano Banana 2 (Gemini 3.1 Flash Image)

Google DeepMind

Sources:models.devOpenRouter

MiniMax H3 Image Highspeed

MiniMax

Sources:OpenRouter

Benchmark results

Arena Text to Image
Arena rating · Higher is better
- Nano Banana 2 (Gemini 3.1 Flash Image)
  1256
  Arena #13CI 1253 to 1260
- MiniMax H3 Image Highspeed
  Not reported
Runs and sources
Nano Banana 2 (Gemini 3.1 Flash Image)
default1256Web Search · 95% CI 1253 to 1260 · 77,579 votes
MiniMax H3 Image Highspeed
Not reported
Source:Arena Text to Image leaderboard, 2026-11-09
Arena Image Edit
Arena rating · Higher is better
- Nano Banana 2 (Gemini 3.1 Flash Image)
  1387
  Arena #18CI 1384 to 1390
- MiniMax H3 Image Highspeed
  Not reported
Runs and sources
Nano Banana 2 (Gemini 3.1 Flash Image)
default1387Web Search · 95% CI 1384 to 1390 · 268,912 votes
MiniMax H3 Image Highspeed
Not reported
Source:Arena Image Edit leaderboard, 2026-11-09

Each model's best published result is shown; "Not reported" means no matched evaluation, not a score of zero. Arena and DeepSWE ranks are the leaderboards' own; other ranks are among catalogue models with a score. Results from different harnesses or settings are not directly comparable.

Arena ratings: Arena (lmarena-ai/leaderboard-dataset), licensed CC BY 4.0. Ratings come from pairwise human votes and are only comparable within one leaderboard; the interval is Arena's 95% confidence interval. Model names are matched to the Vertical Tabs catalog.

Model specifications

Release date

May 28, 2026

November 11, 2026

Context window

131K

Native context

—

Max output tokens

32,768

3,686

Knowledge cutoff

2025-01

—

Open weights

Closed

Open weights

Parameter count

—

API pricing · USD per 1M tokens

Input

$0.50

$2.30

Output

$3.00

$0.00

Cached input

—

Cache write

—

Capabilities and modalities

Input modalities

image, text

text, image

Output modalities

image, text

image

Tool calling

—

Reasoning option

Supported

—

Supported options

include_reasoning, max_tokens, reasoning, reasoning_effort, response_format, seed, structured_outputs, temperature, top_p

max_tokens, temperature, top_p

Capabilities

—

Architecture and availability

Architecture

—

Model families

—

Tokenizer

Gemini

Other

Instruction format

—

License

—

Providers

Provider endpoints

Ollama variants

Metadata source

ai-research

A dash means the field is not reported. Provider-specific performance and pricing may differ.

Benchmark results

Arena Text to Image

Arena Image Edit

Model specifications

API pricing · USD per 1M tokens

Capabilities and modalities

Architecture and availability