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GPT-5.4vs.DeepSeek V4.1 Flash 1017

Which one is better?

DeepSeek V4.1 Flash 1017 is clearly ahead in the overall index and is cheaper too: GPT-5.4 costs 16.7 times (input) and 25 times (output) as much per token.

IntelligenceOverall index, 0 to 100 · higher is better
16

GPT-5.4

Rank 43 to 50

64

DeepSeek V4.1 Flash 1017

Rank 14 to 22

SpeedTokens per second · higher is better
101

GPT-5.4

fairly fast

178

DeepSeek V4.1 Flash 1017

fast

PriceDollars per 1M tokens · lower is better
$5.63

GPT-5.4

expensive

$0.26

DeepSeek V4.1 Flash 1017

cheap

GPT-5.4

Subscription

No OpenAI subscription includes this model. Through other providers from ≈ €6.36 a month (ElevenLabs Starter, with limited credits). 38 plans in Germany.

Via API

$2.50 input, $15 output per 1M tokens, unchanged since our price tracking began on Aug 14, 2026.

Note
There is a successor: GPT-5.5 (rank 19 to 35, $5 input, $30 output).

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.

GPT-5.4 ahead: 0DeepSeek V4.1 Flash 1017 ahead: 6level: 0too little data: 3of 9 areas

GPT-5.4DeepSeek V4.1 Flash 10170 to 100, higher is better
Areas in the overall index
CodingDeepSeek V4.1 Flash 1017 aheadGPT-5.4: 15DeepSeek V4.1 Flash 1017: 72
ReasoningDeepSeek V4.1 Flash 1017 aheadGPT-5.4: 20DeepSeek V4.1 Flash 1017: 45
Knowledgetoo little dataGPT-5.4: 18DeepSeek V4.1 Flash 1017: 33
AgentsDeepSeek V4.1 Flash 1017 aheadGPT-5.4: 25DeepSeek V4.1 Flash 1017: 75
Generalonly GPT-5.4 has a scoreGPT-5.4: 18DeepSeek V4.1 Flash 1017: not enough data
MultimodalDeepSeek V4.1 Flash 1017 aheadGPT-5.4: 20DeepSeek V4.1 Flash 1017: 55
Specialist fields
FinanceDeepSeek V4.1 Flash 1017 aheadGPT-5.4: 17DeepSeek V4.1 Flash 1017: 69
LegalDeepSeek V4.1 Flash 1017 aheadGPT-5.4: 14DeepSeek V4.1 Flash 1017: 76
Healthonly GPT-5.4 has a scoreGPT-5.4: 8DeepSeek V4.1 Flash 1017: not enough data

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.

GPT-5.4

GPT-5.4: Pelican on a bicycle
A community classic for free-form SVG drawing.

Reasoning (requested): high

Current attempt
Run date
Oct 1, 2026
API provider
openrouter
Requested API model
openai/gpt-5.4
API model reported in response
openai/gpt-5.4
Reasoning setting
high
Pinned endpoint
OpenAI | openai/gpt-5.4-20260305
Temperature
Provider default
Token limit including reasoning
8,192 tokens
Test protocol
community-visual-tests-v1
Technical checks
Passed, not a quality rating
Response time
116.8 s

Visually reviewed. This individual test does not establish overall model quality.

Earlier attempts (1)
  • Sep 7, 2026API request failedReasoning setting: high

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)
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.

MetricGPT-5.4DeepSeek V4.1 Flash 1017
Intelligence
Overall index0 to 100, higher is better1664
RankRank 43 to 50 of 95Rank 14 to 22 of 95
Price per 1M tokens
Inputwhat you send$2.50above 272,000 tokens: $5$0.15
Outputwhat the model writes$15above 272,000 tokens: $22.50$0.60
Speed
Tokens per second101178
Technical
Context windowhow much text the model reads at once1.05 M tokens≈ 1,580 A4 pages1.05 M tokens≈ 1,570 A4 pages
Knowledge cutoffAug 31, 2025n/a
ReleasedMar 5, 2026Oct 17, 2026
AvailabilityActiveOpen Source
Open weightsnoyes
  • 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: GPT-5.4B: DeepSeek V4.1 Flash 1017

Code MigrationOverall · higher is betterTest setup not documented as identicalGPT-5.4: 35%DeepSeek V4.1 Flash 1017: 44.2%Vals AIAs of 10/18/2026
LMArena Code Arena WebDevOverall · higher is betterTest setup not documented as identicalGPT-5.4: 1,401DeepSeek V4.1 Flash 1017: 1,666LMArenaAs of 10/27/2026
Vibe Code Bench v1.1Overall · higher is betterTest setup not documented as identicalGPT-5.4: 67.4%DeepSeek V4.1 Flash 1017: 87.7%Vals AIAs of 10/26/2026
Code MigrationCLI · higher is betterTest setup not documented as identicalGPT-5.4: 23.8%DeepSeek V4.1 Flash 1017: 35.6%Vals AIAs of 10/18/2026
LMArena Code Arena WebDevHTML development · higher is betterTest setup not documented as identicalGPT-5.4: 1,429DeepSeek V4.1 Flash 1017: 1,705LMArenaAs of 10/27/2026
Code MigrationCOBOL · higher is betterTest setup not documented as identicalGPT-5.4: 68.6%DeepSeek V4.1 Flash 1017: 70%Vals AIAs of 10/18/2026
LMArena Code Arena WebDevReact development · higher is betterTest setup not documented as identicalGPT-5.4: 1,389DeepSeek V4.1 Flash 1017: 1,672LMArenaAs of 10/27/2026
Code MigrationCode Quality · higher is betterTest setup not documented as identicalGPT-5.4: 3.632 / 5DeepSeek V4.1 Flash 1017: 3.992 / 5Vals AIAs of 10/18/2026
LMArena Code Arena WebDevWeb development · higher is betterTest setup not documented as identicalGPT-5.4: 1,401DeepSeek V4.1 Flash 1017: 1,666LMArenaAs of 10/27/2026

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