Decision support

Nano Banana 2.1 vs MiniMax H3 Image Highspeed

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

Benchmark results

  • Arena Text to Image

    Arena rating · Higher is better

    • Nano Banana 2.1
      1328
      Arena #7CI 1319 to 1337
    • MiniMax H3 Image Highspeed
      Not reported
    Runs and sources
    Nano Banana 2.1
    • default132895% CI 1319 to 1337 · 4,966 votes
    MiniMax H3 Image Highspeed

    Not reported

  • Arena Image Edit

    Arena rating · Higher is better

    • Nano Banana 2.1
      1427
      Arena #9CI 1421 to 1433
    • MiniMax H3 Image Highspeed
      Not reported
    Runs and sources
    Nano Banana 2.1
    • default142795% CI 1421 to 1433 · 12,071 votes
    MiniMax H3 Image Highspeed

    Not reported

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
October 6, 2026
November 11, 2026
Context window
66K
4K
Native context
—
—
Max output tokens
58,982
3,686
Knowledge cutoff
—
—
Open weights
Closed
Open weights
Parameter count
—
—

API pricing · USD per 1M tokens

Input
$1.50
$2.30
Output
$7.50
$0.00
Cached input
—
—
Cache write
—
—

Capabilities and modalities

Input modalities
image, text
text, image
Output modalities
image, text
image
Tool calling
Supported
—
Reasoning option
Supported
—
Supported options
include_reasoning, max_tokens, reasoning, reasoning_effort, response_format, seed, structured_outputs, temperature, tool_choice, tools, top_p
max_tokens, temperature, top_p
Capabilities
—
—

Architecture and availability

Architecture
—
—
Model families
—
—
Tokenizer
Gemini
Other
Instruction format
—
—
License
—
—
Providers
1
1
Provider endpoints
1
1
Ollama variants
0
0
Metadata source
ai-research
ai-research

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

To give you the best experience, we use cookies for personalization, insights, and performance. Learn more.