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Kimi K3.1 Provs.Mistral Large 3

Which one is better?

Kimi K3.1 Pro is clearly ahead in the overall index, but costs 4 times (input) and 6.7 times (output) as much per token.

IntelligenceOverall index, 0 to 100 · higher is better
80

Kimi K3.1 Pro

Rank 10 to 13

below 1

Mistral Large 3

Rank 88 to 94

SpeedTokens per second · higher is better
36

Kimi K3.1 Pro

slow

84

Mistral Large 3

fairly slow

PriceDollars per 1M tokens · lower is better
$4

Kimi K3.1 Pro

fairly expensive

$0.75

Mistral Large 3

fairly cheap

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.

Mistral Large 3

Subscription

No Mistral AI subscription includes this model. Through other providers only in team or business plans, from €29.75 a month per seat (Langdock Business Standard). 2 plans in Germany.

Via API

$0.50 input, $1.50 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.

Kimi K3.1 Pro ahead: 9Mistral Large 3 ahead: 0level: 0too little data: 1of 10 areas

Kimi K3.1 ProMistral Large 30 to 100, higher is better
Areas in the overall index
CodingKimi K3.1 Pro aheadKimi K3.1 Pro: 85Mistral Large 3: below 1
ReasoningKimi K3.1 Pro aheadKimi K3.1 Pro: 80Mistral Large 3: below 1
MathematicsKimi K3.1 Pro aheadKimi K3.1 Pro: 81Mistral Large 3: below 1
KnowledgeKimi K3.1 Pro aheadKimi K3.1 Pro: 85Mistral Large 3: below 1
AgentsKimi K3.1 Pro aheadKimi K3.1 Pro: 80Mistral Large 3: below 1
GeneralKimi K3.1 Pro aheadKimi K3.1 Pro: 74Mistral Large 3: below 1
MultimodalKimi K3.1 Pro aheadKimi K3.1 Pro: 75Mistral Large 3: below 1
Specialist fields
FinanceKimi K3.1 Pro aheadKimi K3.1 Pro: 62Mistral Large 3: below 1
LegalKimi K3.1 Pro aheadKimi K3.1 Pro: 68Mistral Large 3: below 1
Healthonly Mistral Large 3 has a scoreKimi K3.1 Pro: not enough dataMistral Large 3: below 1

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.

Kimi K3.1 Pro

Not tested yet

Mistral Large 3

Mistral Large 3: Pelican on a bicycle
A community classic for free-form SVG drawing.

Reasoning (model default): no reasoning mode Source

Current attempt
Run date
Oct 1, 2026
API provider
openrouter
Requested API model
mistralai/mistral-large-2512
API model reported in response
mistralai/mistral-large-2512
Reasoning setting
not specified
Pinned endpoint
Mistral | mistralai/mistral-large-2512
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
14.2 s

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

Earlier attempts (1)
  • Sep 7, 2026API request failedReasoning setting: not specified
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.

MetricKimi K3.1 ProMistral Large 3
Intelligence
Overall index0 to 100, higher is better80below 1
RankRank 10 to 13 of 95Rank 88 to 94 of 95
Price per 1M tokens
Inputwhat you send$2$0.50
Outputwhat the model writes$10$1.50
Speed
Tokens per second3684
Technical
Context windowhow much text the model reads at once1.05 M tokens≈ 1,570 A4 pages262,144 tokens≈ 390 A4 pages
Knowledge cutoffn/an/a
ReleasedOct 23, 2026Dec 2, 2025
AvailabilityActiveActive
Open weightsn/ayes
  • 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 Kimi K3.1 Pro and Mistral Large 3 currently matches in version, task and metric. We therefore show no estimated or blended values.

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