Decision support

Nano Banana 2.1 vs MiniMax H3 Image

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

    Not reported

  • Arena Image Edit

    Arena rating · Higher is better

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

    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 10, 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.

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