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Gemini 4 Carbonvs.Gemini 3.1 Pro Preview

Which one is better?

Gemini 4 Carbon is clearly ahead in the overall index.

IntelligenceOverall index, 0 to 100 · higher is better
96

Gemini 4 Carbon

Rank 1 to 5

26

Gemini 3.1 Pro Preview

Rank 36 to 44

SpeedTokens per second · higher is better
100

Gemini 4 Carbon

fairly fast

145

Gemini 3.1 Pro Preview

fairly fast

PriceDollars per 1M tokens · lower is better
n/a

Gemini 4 Carbon

$4.50

Gemini 3.1 Pro Preview

expensive

Gemini 4 Carbon

Subscription

Subscriptions in Germany: n/a

Via API

n/a (no API price known).

Gemini 3.1 Pro Preview

Subscription

No Google subscription includes this model. Through other providers from ≈ €6.36 a month (ElevenLabs Starter, with limited credits). 26 plans in Germany.

Via API

$2 input, $12 output per 1M tokens, unchanged since our price tracking began on Aug 14, 2026.

Overall index with data through Oct 29, 2026 · Prices from Oct 29, 2026 · Speed: measured by Artificial Analysis · Subscriptions as of Oct 24, 2026 · Subscription prices incl. VAT

Where is the difference?

Values from 0 to 100 per task area. We only name a winner when the gap is large enough and there are enough tests.

Gemini 4 Carbon ahead: 6Gemini 3.1 Pro Preview ahead: 0level: 0too little data: 4of 10 areas

Gemini 4 CarbonGemini 3.1 Pro Preview0 to 100, higher is better
Areas in the overall index
CodingGemini 4 Carbon aheadGemini 4 Carbon: 92Gemini 3.1 Pro Preview: 11
ReasoningGemini 4 Carbon aheadGemini 4 Carbon: 96Gemini 3.1 Pro Preview: 50
Mathematicsonly Gemini 3.1 Pro Preview has a scoreGemini 4 Carbon: not enough dataGemini 3.1 Pro Preview: 16
KnowledgeGemini 4 Carbon aheadGemini 4 Carbon: above 99Gemini 3.1 Pro Preview: 47
AgentsGemini 4 Carbon aheadGemini 4 Carbon: 88Gemini 3.1 Pro Preview: 24
Generalonly Gemini 3.1 Pro Preview has a scoreGemini 4 Carbon: not enough dataGemini 3.1 Pro Preview: 29
Multimodalonly Gemini 3.1 Pro Preview has a scoreGemini 4 Carbon: not enough dataGemini 3.1 Pro Preview: 42
Specialist fields
FinanceGemini 4 Carbon aheadGemini 4 Carbon: 94Gemini 3.1 Pro Preview: 10
LegalGemini 4 Carbon aheadGemini 4 Carbon: 94Gemini 3.1 Pro Preview: 16
Healthonly Gemini 3.1 Pro Preview has a scoreGemini 4 Carbon: not enough dataGemini 3.1 Pro Preview: 33
Show 3 more areas that do not count toward the overall index
Gemini 4 CarbonGemini 3.1 Pro Preview0 to 100, higher is better
Searchonly Gemini 3.1 Pro Preview has a scoreGemini 4 Carbon: not enough dataGemini 3.1 Pro Preview: 32
Productivityonly Gemini 3.1 Pro Preview has a scoreGemini 4 Carbon: not enough dataGemini 3.1 Pro Preview: 30
Educationonly Gemini 3.1 Pro Preview has a scoreGemini 4 Carbon: not enough dataGemini 3.1 Pro Preview: 12

See for yourself: same task, one attempt

The same prompt for both models. We show the latest attempt without fixes; it does not count toward the overall index.

Pelican on a bicycle

A community classic for free-form SVG drawing.

Gemini 4 Carbon

Not tested yet

Gemini 3.1 Pro Preview

The response reached the token limit. No complete recording is available.

Reasoning (requested): high

Current attempt
Run date
Oct 6, 2026
API provider
openrouter
Requested API model
google/gemini-3.1-pro-preview
API model reported in response
google/gemini-3.1-pro-preview
Reasoning setting
high
Pinned endpoint
Google AI Studio | google/gemini-3.1-pro-preview-20260219
Temperature
Provider default
Token limit including reasoning
8,192 tokens
Test protocol
community-visual-tests-v1
Technical checks
Failed
Response time
63.8 s

Not yet visually reviewed. A successful recording does not confirm correct physics or full compliance with the prompt.

Earlier attempts (3)
  • Oct 2, 2026API request failedReasoning setting: high
  • Oct 1, 2026API request failedReasoning setting: high
  • Sep 7, 2026API request failedReasoning setting: high
Prompt and test conditions

Generate an SVG of a pelican riding a bicycle

Token limit including reasoning: 8,192 tokens

Task origin (Simon Willison)
SVG short test

There is no shared test round for this selection. Results from different rounds are not mixed.

All data side by side

The better value is bold. For the overall index only when the gap is clear.

MetricGemini 4 CarbonGemini 3.1 Pro Preview
Intelligence
Overall index0 to 100, higher is better9626
RankRank 1 to 5 of 95Rank 36 to 44 of 95
Price per 1M tokens
Inputwhat you sendn/a$2above 200,000 tokens: $4
Outputwhat the model writesn/a$12above 200,000 tokens: $18
Speed
Tokens per second100145
Technical
Context windowhow much text the model reads at once1 M tokens≈ 1,500 A4 pages1.05 M tokens≈ 1,570 A4 pages
Knowledge cutoffn/an/a
Releasedn/aFeb 19, 2026
AvailabilityLimited accessPreview
Open weightsnono
  • Gemini 4 Carbon, Announced introductory pricing: $2 input and $10 output per 1M tokens. Cached input receives a 95% discount, giving $0.10 per 1M tokens. This announcement does not establish an already available public API. Source
  • Gemini 4 Carbon, Announced pricing after the introductory period: Afterward, $4 input and $20 output per 1M tokens. Google has not specified when the introductory period ends. Source
  • Gemini 4 Carbon, Artificial Analysis pricing assumptions: Artificial Analysis calculates test costs using $4 input, $20 output, and $0.20 cached input per 1M tokens. These are the evaluator’s pricing assumptions, not confirmation of a publicly available API tariff. Source

Prices without caching or batch discounts · Page count as a rule of thumb from Artificial Analysis

Shared benchmarks

Single results from the same benchmark version, task and metric. A value is bold only with the same test setup and a clear gap.

No directly comparable result yet

No published benchmark for Gemini 4 Carbon and Gemini 3.1 Pro Preview currently matches in version, task and metric. We therefore show no estimated or blended values.

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