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Google: Gemini 3.1 Pro Preview

google/gemini-3.1-pro-preview

Gemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage across complex workflows. Building on the multimodal foundation...

Input → Output
Input / Output price
From $1.80 / $10.80 per 1M
NT$ 59 / 354
Cache read / write
From $0.18 / $0.34 per 1M
NT$ 6 / 11
Context
1M
Released
February 2026

Performance

The last 24 hours, all hosts combined. When one host fails, BazaarLink automatically routes to the next healthy one.

Availability
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Time to first token (TTFT)
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Throughput (TPS)
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Trend: last 24 hours, one point per hour; a gap means too few requests in that hour.

Hosts

Each host has its own price, and prices can differ between hosts. You can name a preferred host in your request.

2 hosts · customer prices per million tokensLatency / throughput
HostInput /MOutput /MCache read /MCache write /MFirst tokenThroughputAvailability (24h)
Google Vertex AI
$2.00≤ 200K$1.8010% off> 200K$3.60
$12.00≤ 200K$10.80> 200K$16.20
$0.20≤ 200K$0.18> 200K$0.36
$0.38$0.34
1.96s97 tps100.0%
Google AI Studio
≤ 200K$2.00> 200K$4.00
≤ 200K$12.00> 200K$18.00
≤ 200K$0.20> 200K$0.40
$0.38
89.65s126 tps100.0%
Prices are customer prices per million tokens.

Benchmarks

All scores come from Artificial Analysis's independent third-party evaluation; BazaarLink takes no part in the testing.

Speed
#124 / 386
130.5
Output tokens per second (median)
Input Price
#320 / 454
$1.80 NT$ 59
USD / 1M tokens
Output Price
#361 / 454
$10.80 NT$ 354
USD / 1M tokens
First-token latency
#313 / 386
21.55s
Time to first token (AA median)
Intelligence
Coding
Math
MMLU
GPQA 94
This modelBest in category
Intelligence
—
This model—
Best in category65
Median31
Coding TOP 5Coding Index leaderboard
1Muse Spark 1.3 (max)
__aa_parking__58a40aba-a44f-457f-9cca-75b43d4e6934
76$1.25 / $4.25
2GPT-6 Astra (Non-reasoning)
gpt-6-astra-non-reasoning
76— / —
3Agnes 2.5 Pro Alpha (based on Qwen3.5 397B A17B)
agnes-ai/agnes-2-5-pro-alpha
59$0.45 / $0.9
4Solar Pro 4
__aa_parking__1b64aa81-c223-4b8f-909b-82185a234765
53$0.3 / $1.2
5G9v3-39A5B
ai9star/__aa_parking__c5ccda86-5e84-4b69-9247-6d4287fc3336
32$0 / $0
Source: Artificial Analysis · independent third-party evaluation, not influenced by BazaarLink · See the full evaluation on AA →

Price comparison

BazaarLink's price, next to the market standard Artificial Analysis observes.

BazaarLink price This site

Input$1.80NT$ 59
Output$10.80NT$ 354
Cache read$0.18NT$ 6
Cache write$0.34NT$ 11
3:1 blend (estimate)$4.05NT$ 133
All unit prices are per 1M tokens. TWD credit cards and Taiwan e-invoices supported. USD/TWD = 32.78 · before tax

Market reference Artificial Analysis

Input$2.00
Output$12.00
Cache readNot tracked by AA
Cache writeNot tracked by AA
3:1 blended$4.50
Our price differs from AA reference by ~10%.
Source: artificialanalysis.ai
Long-context tiered pricing
Base rate>200K
Input Price
$1.80
NT$ 59
$3.60
NT$ 118
Output Price
$10.80
NT$ 354
$16.20
NT$ 531
Cache Read Price
$0.18
NT$ 6
$0.36
NT$ 12
Cache Write Price
$0.34
NT$ 11
$0.34
NT$ 11

Quick start

Just change base_url to use Gemini 3.1 Pro Preview through the BazaarLink API.

from openai import OpenAI

client = OpenAI(
    base_url="https://api.bazaarlink.ai/v1",
    api_key="sk-bl-YOUR_API_KEY",
)

response = client.chat.completions.create(
    model="google/gemini-3.1-pro-preview",
    messages=[{"role": "user", "content": "Hello!"}],
)
print(response.choices[0].message.content)

FAQ

What is Gemini 3.1 Pro Preview?

Gemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage across complex workflows. Building on the multimodal foundation...

How much does the Gemini 3.1 Pro Preview API cost?

Gemini 3.1 Pro Preview costs $1.80 per 1M input tokens and $10.80 per 1M output tokens when accessed through BazaarLink.

How do I use Gemini 3.1 Pro Preview with the OpenAI SDK?

Set base_url to "https://api.bazaarlink.ai/v1" and use model ID "google/gemini-3.1-pro-preview". All OpenAI SDK methods (chat.completions, embeddings, streaming) work without code changes.

What is the context window for Gemini 3.1 Pro Preview?

Gemini 3.1 Pro Preview supports a context window of 1,048,576 tokens.

Is Gemini 3.1 Pro Preview available for free?

Gemini 3.1 Pro Preview is a paid model. BazaarLink offers free trial credits on registration so you can test it without a credit card.

Explore

More Google models
Why use Gemini 3.1 Pro Preview through BazaarLink?
  • Billed in USD with TWD quotes plus Taiwan e-invoices, so Taiwanese teams do not need an overseas card
  • OpenAI-compatible API, no code rewrite
  • When an upstream source has a problem, the request can try another available source; if none is available you get an error
  • Chinese-language support from a local team
Support
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