KAT Coder Pro V2

March 27, 2026Last synced Apr 7, 2026, 4:00 PM

Blended Price

$0.53/M

Input Price

$0.30/M

Output Price

$1.20/M

Speed

97 tok/s

TTFT

2.20s

Benchmark Scores

Intelligence Index

External Benchmarks

AA-Omniscience Accuracy

How KAT Coder Pro V2 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

0.9 / 100

LiveCodeBench

— / 100

Terminal-Bench Hard

0.5 / 100

τ²-Bench

0.9 / 100

AA-Omniscience Hallucination RatePredicted

97.4 / 100

Aider PolyglotPredicted

85.7 / 100

AIMEPredicted

0.7 / 30

AIME 2025Predicted

0.9 / 30

AlpacaEval 2.0 LCPredicted

26.9 / 100

AlpacaEval 2.0 RawPredicted

20.9 / 100

ARC-AGI-1Predicted

75.5 / 100

ARC-AGI-1 Cost per TaskPredicted

0.5

ARC-AGI-2Predicted

27.6 / 100

ARC-AGI-2 Cost per TaskPredicted

1.1

BFCL (Berkeley Function Calling)Predicted

57.5

BigCodeBench CompletePredicted

48.8 / 100

BigCodeBench InstructPredicted

39.0 / 100

AA Intelligence Index (Matrix)Predicted

64.7

AA Long Context Reasoning (Matrix)Predicted

74.6

AIME 2024Predicted

99.0

AIME 2025 (Matrix)Predicted

99.7

Arena-Hard AutoPredicted

86.5

BrowseCompPredicted

71.0

BRUMO 2025Predicted

98.5

CMIMC 2025Predicted

89.9

GPQA Diamond (Matrix)Predicted

90.5

HLE (Matrix)Predicted

34.1

HMMT Feb 2025Predicted

93.4

HMMT Nov 2025Predicted

92.2

HumanEvalPredicted

94.0

IFBench (Matrix)Predicted

64.1

IFEvalPredicted

92.3

IMO 2025Predicted

36.2

LiveCodeBench (Matrix)Predicted

85.3

MATH-500 (Matrix)Predicted

98.6

MathArena Apex 2025Predicted

3.5

MMLU-Pro (Matrix)Predicted

86.9

MMMU-ProPredicted

81.6

MRCR v2Predicted

79.5

OSWorldPredicted

51.0

SimpleQAPredicted

53.3

SMT 2025Predicted

91.0

SWE-bench ProPredicted

45.1

Tau-Bench Telecom (Matrix)Predicted

97.9

Terminal-Bench 2.0Predicted

45.5

Terminal-Bench 1.0Predicted

39.1

USAMO 2025Predicted

25.9

Video-MMUPredicted

86.5

browsecompPredicted

69.2

BullshitBenchPredicted

36.8 / 100

Aider PolyglotPredicted

0.2

Apex AgentsPredicted

2.7

Arc Agi 2Predicted

0.0

BIG-Bench HardPredicted

3.0

CAD-EvalPredicted

2.6

Chess PuzzlesPredicted

0.2

CyBenchPredicted

0.6

DeepResearchBenchPredicted

0.5

FictionLiveBenchPredicted

0.9

GeoBenchPredicted

0.0

GSM8K (Epoch)Predicted

3.1

HellaSwagPredicted

0.0

Lech Mazur WritingPredicted

8.6

METR Time HorizonsPredicted

13.2

OTIS Mock AIME 2024–2025Predicted

1.3

PosttrainbenchPredicted

0.0

SimpleQA Verified (Epoch)Predicted

0.5

The Agent CompanyPredicted

3.0

TriviaQAPredicted

13.9

WinoGrandePredicted

0.8

FrontierMathPredicted

25.2 / 100

GAIA Level 1Predicted

84.5

GAIA Level 2Predicted

76.0

GAIA Level 3Predicted

91.5

GAIAPredicted

71.7 / 100

LegalBenchPredicted

84.5 / 100

LiveBench CodingPredicted

73.3 / 100

LiveBench Data AnalysisPredicted

60.2 / 100

LiveBench LanguagePredicted

71.5 / 100

LiveBench MathPredicted

78.4 / 100

LiveBench OverallPredicted

64.8 / 100

LiveBench ReasoningPredicted

67.5 / 100

LiveCodeBenchPredicted

0.8 / 100

LongBench v2 EasyPredicted

57.9

LongBench v2 HardPredicted

48.0

LongBench v2Predicted

43.6 / 100

MATH-500Predicted

0.9 / 100

MathVistaPredicted

73.3 / 100

MedQA (USMLE)Predicted

95.7

MLE-benchPredicted

52.6 / 100

MMLU ProPredicted

0.9 / 100

MMMUPredicted

84.2 / 100

MMTU Table UnderstandingPredicted

67.9 / 100

MT-BenchPredicted

7.9 / 10

NoLiMa (NIAH)Predicted

94.5 / 100

OCRBench v2Predicted

85.0 / 100

Open LLM AveragePredicted

17.1 / 100

Open LLM: BBHPredicted

46.3 / 100

Open LLM: GPQAPredicted

29.1 / 100

Open LLM: IFEvalPredicted

33.8 / 100

Open LLM: MATH Level 5Predicted

7.2 / 100

Open LLM: MMLU-PROPredicted

30.2 / 100

Open LLM: MUSRPredicted

40.5 / 100

RE-BenchPredicted

99.1

SimpleBenchPredicted

58.3 / 100

simpleqaPredicted

51.3

SWE-bench LitePredicted

57.7 / 100

SWE-bench VerifiedPredicted

78.1 / 100

tau-bench RetailPredicted

86.7 / 100

Vectara Factual ConsistencyPredicted

88.7 / 100

Vectara Hallucination RatePredicted

11.3 / 100

WebArenaPredicted

1.1 / 100

WeirdMLPredicted

65.5 / 100

WildBenchPredicted

43.8