KAT-Coder-Pro V1

November 11, 2025Last synced Apr 7, 2026, 4:00 PM

Blended Price

$0.53/M

Input Price

$0.30/M

Output Price

$1.20/M

Speed

99 tok/s

TTFT

0.95s

Benchmark Scores

Intelligence Index

External Benchmarks

AA-Omniscience Index

How KAT-Coder-Pro V1 Compares

Axes

X Axis

Y Axis

Bubble Size

Filters

Blended Price (USD)$0.00 – $30.0

AgMoBench Overall≥ 3.5

Providers

ai21-labsalibabaanthropicawsazurebaiducoheredeepseek

Show quadrants

anthropic

openai

google

meta

mistral

nvidia

kimi

xai

azure

deepseek

aws

cohere

baidu

ai21-labs

zai

reka-ai

xiaomi

alibaba

minimax

ibm

Bubble size = Context Window

16384.00

2000000.00

Compare with other models

GPQA Diamond

0.8 / 100

LiveCodeBench

0.7 / 100

Terminal-Bench Hard

0.1 / 100

τ²-Bench

0.9 / 100

AA-Omniscience AccuracyPredicted

46.4 / 100

AA-Omniscience Hallucination RatePredicted

98.1 / 100

Aider PolyglotPredicted

90.8 / 100

AIMEPredicted

0.3 / 30

AlpacaEval 2.0 LCPredicted

20.4 / 100

AlpacaEval 2.0 RawPredicted

16.0 / 100

ARC-AGI-1Predicted

94.9 / 100

ARC-AGI-1 Cost per TaskPredicted

2.3

ARC-AGI-2Predicted

92.9 / 100

ARC-AGI-2 Cost per TaskPredicted

5.6

BFCL (Berkeley Function Calling)Predicted

57.7

BigCodeBench CompletePredicted

39.4 / 100

BigCodeBench InstructPredicted

30.9 / 100

AA Intelligence Index (Matrix)Predicted

60.1

AA Long Context Reasoning (Matrix)Predicted

77.0

AIME 2024Predicted

99.5

AIME 2025 (Matrix)Predicted

100.0

Arena-Hard AutoPredicted

83.5

BrowseCompPredicted

80.4

BRUMO 2025Predicted

99.7

CMIMC 2025Predicted

95.1

CritPtPredicted

21.9

GPQA Diamond (Matrix)Predicted

92.5

HLE (Matrix)Predicted

48.7

HMMT Feb 2025Predicted

97.3

HMMT Nov 2025Predicted

94.0

HumanEvalPredicted

92.9

IFBench (Matrix)Predicted

71.0

IFEvalPredicted

93.0

IMO 2025Predicted

55.3

LiveCodeBench (Matrix)Predicted

87.8

MATH-500 (Matrix)Predicted

98.8

MathArena Apex 2025Predicted

10.9

MMLU-Pro (Matrix)Predicted

84.9

MMMU-ProPredicted

80.7

MRCR v2Predicted

82.2

OSWorldPredicted

64.0

SimpleQAPredicted

68.2

SMT 2025Predicted

94.8

SWE-bench ProPredicted

52.8

Tau-Bench Telecom (Matrix)Predicted

98.8

Terminal-Bench 2.0Predicted

68.3

Terminal-Bench 1.0Predicted

52.5

USAMO 2025Predicted

37.4

Video-MMUPredicted

86.0

browsecompPredicted

80.4

BullshitBenchPredicted

54.6 / 100

Aider PolyglotPredicted

0.5

Apex AgentsPredicted

3.4

Arc Agi 2Predicted

0.2

BIG-Bench HardPredicted

3.0

CAD-EvalPredicted

2.3

Chess PuzzlesPredicted

0.3

CyBenchPredicted

0.9

DeepResearchBenchPredicted

0.5

FictionLiveBenchPredicted

1.1

GeoBenchPredicted

0.0

GSM8K (Epoch)Predicted

3.0

HellaSwagPredicted

0.0

Lech Mazur WritingPredicted

8.9

METR Time HorizonsPredicted

45.1

OTIS Mock AIME 2024–2025Predicted

1.4

PosttrainbenchPredicted

0.0

SimpleQA Verified (Epoch)Predicted

0.7

The Agent CompanyPredicted

3.2

TriviaQAPredicted

24.3

WinoGrandePredicted

0.9

FrontierMathPredicted

39.1 / 100

GAIA Level 1Predicted

83.9

GAIA Level 2Predicted

69.4

GAIA Level 3Predicted

88.6

GAIAPredicted

70.5 / 100

LegalBenchPredicted

72.5 / 100

LiveBench CodingPredicted

78.1 / 100

LiveBench Data AnalysisPredicted

71.1 / 100

LiveBench LanguagePredicted

81.8 / 100

LiveBench MathPredicted

86.9 / 100

LiveBench OverallPredicted

76.0 / 100

LiveBench ReasoningPredicted

81.7 / 100

LongBench v2 EasyPredicted

56.7

LongBench v2 HardPredicted

44.4

LongBench v2Predicted

40.6 / 100

MATH-500Predicted

1.0 / 100

MathVistaPredicted

63.5 / 100

MedQA (USMLE)Predicted

93.9

MLE-benchPredicted

72.8 / 100

MMMUPredicted

85.4 / 100

MMTU Table UnderstandingPredicted

71.1 / 100

MT-BenchPredicted

7.8 / 10

NoLiMa (NIAH)Predicted

93.4 / 100

OCRBench v2Predicted

81.8 / 100

Open LLM AveragePredicted

11.0 / 100

Open LLM: BBHPredicted

36.3 / 100

Open LLM: GPQAPredicted

26.3 / 100

Open LLM: IFEvalPredicted

24.0 / 100

Open LLM: MATH Level 5Predicted

2.9 / 100

Open LLM: MMLU-PROPredicted

21.5 / 100

Open LLM: MUSRPredicted

37.9 / 100

RE-BenchPredicted

100.0

SimpleBenchPredicted

71.1 / 100

simpleqaPredicted

63.5

SWE-bench LitePredicted

63.7 / 100

SWE-bench VerifiedPredicted

85.3 / 100

tau-bench RetailPredicted

91.4 / 100

Vectara Factual ConsistencyPredicted

85.0 / 100

Vectara Hallucination RatePredicted

15.0 / 100

WebArenaPredicted

0.2 / 100

WeirdMLPredicted

72.5 / 100

WildBenchPredicted

36.2