Compare

Wan 3.0 Prime (Text To Video) 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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Wan 3.0 Prime (Text To Video)
alibaba/wan-3.0-prime
Gemini 3.1 Pro
google/gemini-3.1-pro
Provider
Alibaba
Google
Family
Gemini 3
Modality
video
text
Context window
1,000,000 tok
Max output
65,536 tok
Released
2026-09-01
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
$0.050 /sec
Tools
yes
Streaming
yes
Vision
yes
JSON mode
yes
Reasoning
yes
Prompt caching
yes
Batch API
Try it
View model →
Open in playground →
Wan 3.0 Prime (Text To Video)
alibaba/wan-3.0-prime
Full spec →

Wan 3.0 Prime Text-to-Video transforms written prompts into polished videos with accelerated generation, fluid motion, strong scene fidelity, and coherent visual storytelling. Built for fast creative iteration, it brings complex ideas to life while preserving visual detail and cinematic consistency throughout each shot.

Strengths
  • Text-to-video generation
  • Cinematic motion
Use cases
AdsStoryboardsDemos
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

Wan 3.0 Prime (Text To Video)
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 Fable 5.1 vs Gemini 3.1 Pro
anthropic/claude-fable-5.1 · google/gemini-3.1-pro
Claude Fable 5.1 vs Wan 3.0 Prime (Text To Video)
anthropic/claude-fable-5.1 · alibaba/wan-3.0-prime
Gemini 3.8 Flash vs Gemini 3.1 Pro
google/gemini-3.8-flash · google/gemini-3.1-pro
Gemini 3.8 Flash vs Wan 3.0 Prime (Text To Video)
google/gemini-3.8-flash · alibaba/wan-3.0-prime
Claude Opus 5 vs Gemini 3.1 Pro
anthropic/claude-opus-5 · google/gemini-3.1-pro
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-...",
)

# Wan 3.0 Prime (Text To Video)
client.chat.completions.create(
    model="alibaba/wan-3.0-prime",
    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 →