Compare

MiniMax H3 Highspeed vs Gemini 3.1 Pro

Pricing per million tokens, context window, capabilities — pulled from each provider's public docs. All 2 are available via the same AIgateway OpenAI-compatible endpoint; flip the model string to switch.

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MiniMax H3 Highspeed
minimax/h3-highspeed
Gemini 3.1 Pro
google/gemini-3.1-pro
Provider
MiniMax
Google
Family
Gemini 3
Modality
video
text
Context window
—
1,000,000 tok
Max output
—
65,536 tok
Released
2026-10-30
2026-05-22
License
Open-weight
Proprietary
Input price
—
$2.00 /1M
Output price
—
$12.00 /1M
Cache read
—
$0.200 /1M
Per output second
$0.060 /sec
—
Tools
—
yes
Streaming
—
yes
Vision
—
yes
JSON mode
—
yes
Reasoning
—
yes
Prompt caching
—
yes
Batch API
—
—
Try it
View model →
Open in playground →
MiniMax H3 Highspeed
minimax/h3-highspeed
Full spec →

A multimodal video generation model that balances quality and speed, supporting text-to-video, first and last frame image-to-video, and reference-to-video generation at 768P.

Strengths
  • Text-to-video generation
Use cases
PromosDemosStoryboards
Gemini 3.1 Pro
google/gemini-3.1-pro
Full spec →

Google's most intelligent Gemini model with improved reasoning, a medium thinking level, and a 1M token context window.

Strengths
  • 2M-token context
  • Native video + audio input
  • Cheapest long-context reasoning
Use cases
Video understandingVery long-document RAGCodebase-scale reasoning

Benchmarks

MiniMax H3 Highspeed
Gemini 3.1 Pro
Long-Context
—
94.2
MMLU
—
89.6

Source: each provider's published benchmarks. Higher is better. Run an eval to compare on your own data.

Compare with another

Gemini 3.1 Pro vs Claude Opus 4.7
google/gemini-3.1-pro · anthropic/claude-opus-4.7
Gemini 3.1 Pro vs GPT-5.4
google/gemini-3.1-pro · openai/gpt-5.4
Gemini 3.1 Pro vs Claude Sonnet 4.6
google/gemini-3.1-pro · anthropic/claude-sonnet-4.6
Gemini 3.1 Pro vs Kimi-K2.7-Code
google/gemini-3.1-pro · moonshot/kimi-k2.7-code
Claude Opus 5.5 vs MiniMax H3 Highspeed
anthropic/claude-opus-5.5 · minimax/h3-highspeed
Claude Opus 5.5 vs Gemini 3.1 Pro
anthropic/claude-opus-5.5 · google/gemini-3.1-pro
Gemini 4 Argon vs MiniMax H3 Highspeed
google/gemini-4-argon · minimax/h3-highspeed
Gemini 4 Argon vs Gemini 3.1 Pro
google/gemini-4-argon · google/gemini-3.1-pro
Claude Sonnet 5.5 vs MiniMax H3 Highspeed
anthropic/claude-sonnet-5.5 · minimax/h3-highspeed
SWITCH BETWEEN THEM

One key, all 2, one line different.

from openai import OpenAI

client = OpenAI(
    base_url="https://api.aigateway.sh/v1",
    api_key="sk-aig-...",
)

# MiniMax H3 Highspeed
client.chat.completions.create(
    model="minimax/h3-highspeed",
    messages=[{"role":"user","content":"hello"}],
)

# Gemini 3.1 Pro
client.chat.completions.create(
    model="google/gemini-3.1-pro",
    messages=[{"role":"user","content":"hello"}],
)
Get an AIgateway keyRun an eval on these →