MoonshotAI
·Released on Sep 4, 2025

Kimi K2 0905 API Benchmarks, Pricing & Provider Data

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Kimi K2 0905 is the September update of [Kimi K2 0711](moonshotai/kimi-k2). It is a large-scale Mixture-of-Experts (MoE) language model developed by Moonshot AI, featuring 1 trillion total parameters ...

Category Performance

Observed-capability estimates with uncertainty reported separately from independent benchmark families.

Coverage
3 / 8
Methodology
V3.0
Category PerformanceObserved-capability estimates with uncertainty reported separately from independent benchmark families.Agents-Coding47.1Reasoning50.5Knowledge-Math47Multilingual-Multimodal-Instruction following-
#1Reasoning50.5Estimated2/4 Measured dimensions
80% interval: 39.461.6
abstract logicPrior only
scientific causal47.8
gpqa · gpqa / hle · hle
multistep constraints53.2
mmlu_pro · mmlu_pro
evidence verificationPrior only
#2Coding47.1Provisional1/4 Measured dimensions
80% interval: 33.261.0
code generation47.1
livecodebench · livecodebench / scicode · scicode
repository engineeringPrior only
debugging testingPrior only
tooling qualityPrior only
#3Math47Provisional1/4 Measured dimensions
80% interval: 30.963.2
foundational math47
aa_math_index · artificial_analysis_math_index
competition mathPrior only
proof frontierPrior only
applied tool mathPrior only
No data:AgentsKnowledgeMultilingualMultimodalInstruction following

Specifications

Input and output token limits for this model, plus how it ranks on long-context understanding.

INPUT
262.1Ktokens
314.6 pages of text
OUTPUT
100.4Ktokens
8K128K1M4M
262.1K

Features

Technical Details

Input
Output
Released
Sep 2025
Knowledge cutoff
2024-12-31
Tokenizer
Other
Architecture
text->text
Moderated
No
Supported parameters
frequency_penaltymax_tokenspresence_penaltyrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_ktop_p

Rankings

Excels at

Detailed scores

Updated: Aug 23, 2026

Pricing

undefined metric} other undefined metrics}}

Input price$0.600/M#93 / 180Output price$2.50/M#86 / 180
Input price
LMSpeed rank#93
Score$0.600/M
UpdatedAug 23, 2026
Confidence4
Output price
LMSpeed rank#86
Score$2.50/M
UpdatedAug 23, 2026
Confidence4

Agents

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Planning & decompositionPrior only
Tool usePrior only
Environment & long-horizon executionPrior only
Recovery & completion reliabilityPrior only

Coding

V3.0

undefined metric} other undefined metrics}} · Provisional

Score47.180% interval33.2–61.01/4 Measured dimensionsLiveCodeBench61.0%#42 / 115SciCode30.7%#152 / 204
Dimensions and evidence
Code generation47.1
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
livecodebench · livecodebench · z 0.34 · q 1.00
scicode · scicode · z -0.71 · q 1.00
Repository engineeringPrior only
Debugging & testingPrior only
Tool-assisted development & qualityPrior only
LiveCodeBenchV3 evidence
LMSpeed rank#42
Score61.0%
UpdatedAug 23, 2026
Confidence4
SciCodeV3 evidence
LMSpeed rank#152
Score30.7%
UpdatedAug 23, 2026
Confidence4

Reasoning

V3.0

undefined metric} other undefined metrics}} · Estimated

Score50.580% interval39.4–61.62/4 Measured dimensionsMMLU-Pro81.9%#53 / 129GPQA76.7%#109 / 211
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning47.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
gpqa · gpqa · z -0.02 · q 1.00
hle · hle · z -0.56 · q 1.00
Multi-step constraints53.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mmlu_pro · mmlu_pro · z 0.22 · q 1.00
Evidence integration & verificationPrior only
MMLU-ProV3 evidence
LMSpeed rank#53
Score81.9%
UpdatedAug 23, 2026
Confidence4
GPQAV3 evidence
LMSpeed rank#109
Score76.7%
UpdatedAug 23, 2026
Confidence4
HLEV3 evidence
LMSpeed rank#142
Score6.4%
UpdatedAug 23, 2026
Confidence4

Knowledge

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Broad knowledgePrior only
Professional knowledgePrior only
FactualityPrior only
Retrieval & open-book usePrior only

Math

V3.0

undefined metric} other undefined metrics}} · Provisional

Score4780% interval30.9–63.21/4 Measured dimensions
Dimensions and evidence
Foundational math47
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aa_math_index · artificial_analysis_math_index · z 0.01 · q 1.00
Competition mathPrior only
Advanced proofsPrior only
Applied & tool-assisted mathPrior only

Multilingual

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Cross-language understandingPrior only
Multilingual generationPrior only
Reasoning transferPrior only
Low-resource robustnessPrior only

Multimodal

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Perception & OCRPrior only
Document & spatial understandingPrior only
Visual reasoningPrior only
Video & grounded actionPrior only

Instruction following

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Constraint followingPrior only
Structured outputPrior only
Novel-instruction generalizationPrior only
Multi-turn & long instructionsPrior only

OpenRouter endpoints

1 endpoints

Third-party OpenRouter endpoint data, shown separately from LMSpeed measurements. Some 30-minute live performance fields only appear after syncing with an OpenRouter API key.

Provider endpointInputOutput1d uptime30m latency30m throughputContext / output
Novita
novita/fp8
$0.600/M$2.50/M100%undefined tokens / undefined tokens

Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.Artificial AnalysisStandard benchmark data may include BenchLM and other public sources.

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