KimiReleased Oct 23, 2026

Kimi K3.1 Pro

Context window1M
Parameters2800B
Provider endpoints0
Benchmark results11

Model brief

Research status

Limited evidence · Checked

We have not found enough reliable, model-specific information to publish a brief yet.

Measured performance

Benchmark results

All leaderboards ↗
1,677.79

Effort not specified

Independent result
1,845.72

Effort not specified

Independent result
AutomationBench-AA ↗AA Index 4.3.2 collection
73.3%

Effort not specified

Independent result
SciCode ↗AA Index 4.3.2 collection
60.76%AA · Under review

Effort not specified

Independent result
GDP.pdf ↗AA Index 4.3.2 collection
31.4%

Effort not specified

Independent result
CritPt ↗AA Index 4.3.2 collection
24.57%AA · Under review

Effort not specified

Independent result
AA-Omniscience ↗AA Index 4.3.2 collection
29.52

Effort not specified

Independent result
86.33%

Effort not specified

Independent result
Provider measurements

Speed

1 configuration
≈10K input tokens1 requestmedian / 72h

Artificial Analysis · first-party providers · serving endpoint not reported

Kimi

Kimi K3.1 Pro

Reasoning Not reported

Output rate
84.1655 tok/s
Time to first chunk
3.08462 s
Last checked Source ↗
Methodology 2.2.0 & measurement details

First chunk includes request processing and network time, and may include reasoning.

Prompt
long · ≈10,000 input tokens
Parallel requests
1
Minimum answer
1,500 tokens
Aggregation
median over 72 hours
Token counting
o200k_base
Benchmark client
Google Cloud us-central1-a
Serving endpoint
Not reported
Serving region
Not reported
Sample size
Not reported
Window end
Not reported
Access & cost

Prices across providers

0 quotes

No listed provider price

Model specifications

Developer
Kimi
Modality
Language
Context
1,000,000 tokens
Maximum output
Not reported
Weights
Closed weights
Released
Oct 23, 2026
First discovered
Oct 23, 2026

Exact identities

  • artificial-analysis665c67ca-09eb-48f0-a7a3-0096e1d5de51

Sources

Updated Oct 23, 2026