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Gemini 4 Carbonvs.DeepSeek V4.1 Flash 1017

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

64

DeepSeek V4.1 Flash 1017

Rank 14 to 22

SpeedTokens per second · higher is better
100

Gemini 4 Carbon

fairly fast

178

DeepSeek V4.1 Flash 1017

fast

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

Gemini 4 Carbon

$0.26

DeepSeek V4.1 Flash 1017

cheap

Gemini 4 Carbon

Subscription

Subscriptions in Germany: n/a

Via API

n/a (no API price known).

DeepSeek V4.1 Flash 1017

Subscription

No DeepSeek subscription includes this model. Through other providers from ≈ €6.36 a month (Token Plan Individual Lite, with limited credits). 7 plans in Germany.

Via API

$0.15 input, $0.60 output per 1M tokens according to the provider; the price index has listed it at $0.30 and $1 since Oct 26, 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: 6DeepSeek V4.1 Flash 1017 ahead: 0level: 0too little data: 1of 7 areas

Gemini 4 CarbonDeepSeek V4.1 Flash 10170 to 100, higher is better
Areas in the overall index
CodingGemini 4 Carbon aheadGemini 4 Carbon: 92DeepSeek V4.1 Flash 1017: 72
ReasoningGemini 4 Carbon aheadGemini 4 Carbon: 96DeepSeek V4.1 Flash 1017: 45
KnowledgeGemini 4 Carbon aheadGemini 4 Carbon: above 99DeepSeek V4.1 Flash 1017: 33
AgentsGemini 4 Carbon aheadGemini 4 Carbon: 88DeepSeek V4.1 Flash 1017: 75
Multimodalonly DeepSeek V4.1 Flash 1017 has a scoreGemini 4 Carbon: not enough dataDeepSeek V4.1 Flash 1017: 55
Specialist fields
FinanceGemini 4 Carbon aheadGemini 4 Carbon: 94DeepSeek V4.1 Flash 1017: 69
LegalGemini 4 Carbon aheadGemini 4 Carbon: 94DeepSeek V4.1 Flash 1017: 76

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

DeepSeek V4.1 Flash 1017

Not tested yet

Prompt and test conditions

Generate an SVG of a pelican riding a bicycle

Token limit including reasoning: 8,192 tokens

Task origin (Simon Willison)

All data side by side

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

MetricGemini 4 CarbonDeepSeek V4.1 Flash 1017
Intelligence
Overall index0 to 100, higher is better9664
RankRank 1 to 5 of 95Rank 14 to 22 of 95
Price per 1M tokens
Inputwhat you sendn/a$0.15
Outputwhat the model writesn/a$0.60
Speed
Tokens per second100178
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/aOct 17, 2026
AvailabilityLimited accessOpen Source
Open weightsnoyes
  • 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
  • DeepSeek V4.1 Flash 1017: At peak times (Mon, Tue, Wed, Thu, Fri, 01:00-04:00 UTC; Mon, Tue, Wed, Thu, Fri, 06:00-10:00 UTC) the price is $0.30 input and $1.20 output per 1M tokens. The table shows the off-peak price.
  • DeepSeek V4.1 Flash 1017, Time-based API pricing: Off peak: $0.15 input, $0.60 output, and $0.003 cached input. Weekdays UTC 01:00-04:00 and 06:00-10:00: $0.30, $1.20, and $0.006. Chinese public holidays are excluded. 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.

A: Gemini 4 CarbonB: DeepSeek V4.1 Flash 1017

Vals IndexOverall · higher is betterTest setup not documented as identicalGemini 4 Carbon: 70.4%DeepSeek V4.1 Flash 1017: 61.3%Vals AIAs of 10/27/2026
Vals IndexCode Migration v1.1 · higher is betterTest setup not documented as identicalGemini 4 Carbon: 80.1%DeepSeek V4.1 Flash 1017: 68.5%Vals AIAs of 10/27/2026
Vals IndexEMB v1.1 · higher is betterTest setup not documented as identicalGemini 4 Carbon: 76.5%DeepSeek V4.1 Flash 1017: 69.2%Vals AIAs of 10/27/2026
Vals IndexFinance Agent v2.1 · higher is betterTest setup not documented as identicalGemini 4 Carbon: 67.2%DeepSeek V4.1 Flash 1017: 62.9%Vals AIAs of 10/27/2026
Vals IndexHLAB-Vals-1.1 · higher is betterTest setup not documented as identicalGemini 4 Carbon: 17.5%DeepSeek V4.1 Flash 1017: 14.2%Vals AIAs of 10/27/2026
Vals IndexLegal Research · higher is betterTest setup not documented as identicalGemini 4 Carbon: 55.8%DeepSeek V4.1 Flash 1017: 45.2%Vals AIAs of 10/27/2026
Vals IndexTax Agent · higher is betterTest setup not documented as identicalGemini 4 Carbon: 48.9%DeepSeek V4.1 Flash 1017: 44.4%Vals AIAs of 10/27/2026
Vals IndexTerminal-Bench 4.0 · higher is betterTest setup not documented as identicalGemini 4 Carbon: 63.1%DeepSeek V4.1 Flash 1017: 31.8%Vals AIAs of 10/27/2026
Vals IndexVibe Code Bench v1.1 · higher is betterTest setup not documented as identicalGemini 4 Carbon: 89.1%DeepSeek V4.1 Flash 1017: 87.7%Vals AIAs of 10/27/2026

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