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DeepSeek-V4-Flashvs.Kimi K3.1 Pro

Which one is better?

Only Kimi K3.1 Pro has a place in the overall index so far; DeepSeek-V4-Flash does not have enough benchmark results yet. DeepSeek-V4-Flash is cheaper: Kimi K3.1 Pro costs 13.3 times (input) and 33.3 times (output) as much per token.

IntelligenceOverall index, 0 to 100 · higher is better
n/a

DeepSeek-V4-Flash

not ranked yet

80

Kimi K3.1 Pro

Rank 10 to 13

SpeedTokens per second · higher is better
119

DeepSeek-V4-Flash

fairly fast

36

Kimi K3.1 Pro

slow

PriceDollars per 1M tokens · lower is better
$0.19

DeepSeek-V4-Flash

cheap

$4

Kimi K3.1 Pro

fairly expensive

DeepSeek-V4-Flash

Subscription

No DeepSeek subscription includes this model. Through other providers from ≈ €1.06 a month (Command Code Go, with limited credits). 10 plans in Germany.

Via API

$0.15 input, $0.30 output per 1M tokens according to the provider; the price index has listed it at $0.13 and $0.26 since Oct 26, 2026.

Note
There is a successor: DeepSeek-V4.1-Flash (rank 23 to 34, $0.15 input, $0.60 output).

Kimi K3.1 Pro

Subscription

At Moonshot AI from ≈ €20.14 a month (Kimi Plus, with limited credits). 4 plans in Germany.

Via API

$2 input, $10 output per 1M tokens.

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.

DeepSeek-V4-Flash ahead: 0Kimi K3.1 Pro ahead: 2level: 0too little data: 7of 9 areas

DeepSeek-V4-FlashKimi K3.1 Pro0 to 100, higher is better
Areas in the overall index
Codingonly Kimi K3.1 Pro has a scoreDeepSeek-V4-Flash: not enough dataKimi K3.1 Pro: 85
ReasoningKimi K3.1 Pro aheadDeepSeek-V4-Flash: 28Kimi K3.1 Pro: 80
Mathematicsonly Kimi K3.1 Pro has a scoreDeepSeek-V4-Flash: not enough dataKimi K3.1 Pro: 81
Knowledgeonly Kimi K3.1 Pro has a scoreDeepSeek-V4-Flash: not enough dataKimi K3.1 Pro: 85
AgentsKimi K3.1 Pro aheadDeepSeek-V4-Flash: 25Kimi K3.1 Pro: 80
Generalonly Kimi K3.1 Pro has a scoreDeepSeek-V4-Flash: not enough dataKimi K3.1 Pro: 74
Multimodalonly Kimi K3.1 Pro has a scoreDeepSeek-V4-Flash: not enough dataKimi K3.1 Pro: 75
Specialist fields
Financeonly Kimi K3.1 Pro has a scoreDeepSeek-V4-Flash: not enough dataKimi K3.1 Pro: 62
Legalonly Kimi K3.1 Pro has a scoreDeepSeek-V4-Flash: not enough dataKimi K3.1 Pro: 68

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.

DeepSeek-V4-Flash

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

Reasoning (requested): high

Current attempt
Run date
Oct 5, 2026
API provider
openrouter
Requested API model
deepseek/deepseek-v4-flash-0731
API model reported in response
deepseek/deepseek-v4-flash-0731
Reasoning setting
high
Pinned endpoint
StreamLake | deepseek/deepseek-v4-flash-20260731
Temperature
Provider default
Token limit including reasoning
8,192 tokens
Test protocol
community-visual-tests-v1
Technical checks
Failed
Response time
97.8 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

Kimi K3.1 Pro

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.

MetricDeepSeek-V4-FlashKimi K3.1 Pro
Intelligence
Overall index0 to 100, higher is bettern/a80
Ranknot ranked yetRank 10 to 13 of 95
Price per 1M tokens
Inputwhat you send$0.15$2
Outputwhat the model writes$0.30$10
Speed
Tokens per second11936
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
ReleasedApr 24, 2026Oct 23, 2026
AvailabilityLimited accessActive
Open weightsyesn/a
  • Kimi K3.1 Pro, API price listed by Artificial Analysis: $2 input, $10 output, and $0.20 cached input per 1 million tokens. Kimi's official API publishes CNY rates separately. Source
  • Kimi K3.1 Pro, Official API pricing: K3.1 Pro: CNY 13 input, CNY 68 output, CNY 13 cache write, and CNY 1.30 cache hit per million tokens. Source
  • Kimi K3.1 Pro, Highspeed API pricing: CNY 26 input, CNY 136 output, CNY 26 cache write, and CNY 1.30 cache hit per million tokens. Source
  • Kimi K3.1 Pro, International API pricing in USD: The international Kimi platform lists $2 input, $10 output, $2 cache write and $0.20 cache hit per million tokens. Highspeed costs $4/$20/$4/$0.20. Checked October 29, 2026. Separately documented CNY tariffs remain separate observations. 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 DeepSeek-V4-Flash and Kimi K3.1 Pro currently matches in version, task and metric. We therefore show no estimated or blended values.

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