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KAT Coder Pro V2

KAT Coder · Released 2026-03-27

AA Intelligence Index 33.7. Listed on Artificial Analysis with API pricing $0.3/$1.2 per 1M tokens. Benchmark rows sync from the AA snapshot — see the ledger on this page.

Frontier model tracked on Artificial Analysis. Use the benchmark ledger below for sourced scores; we do not infer numbers beyond published rows.

#82 of 131 on AA Index · current snapshot
34 AA Index · 10 benchmark rows · 1 sourcesPosition is benchmark-specific — not a cross-family or cross-source ranking.
Composite48
ContextUnlisted
Input / 1M$0.30
Output / 1M$1.2
Knowledge cutoffunpublished
Output speed101 t/s
TTFT (default API)1.45s
Statussolid
ReasoningCodingAgenticLong context
Reasoning
86
Coding
38
Agentic
70
Long context
66

65average across 4 tested families

Benchmark placements

Where KAT Coder Pro V2 places on each public benchmark source that publishes a row. Rank counts every model with a latest row in the same test — not a universal quality score.

BenchmarkFamilyRankScoreSourceDate
Terminal-BenchAgentic#29/ 14870Artificial Analysis2026-07-28
AA time to first tokenPerformance#37/ 149Artificial Analysis2026-07-28
AA output speedPerformance#39/ 149Artificial Analysis2026-07-28
AA-LCRLong context#61/ 14366Artificial Analysis2026-07-28
IFBenchReasoning#65/ 12167Artificial Analysis2026-07-28
GPQA DiamondReasoning#74/ 14986Artificial Analysis2026-07-28
Artificial Analysis Intelligence IndexReasoning#94/ 14734Artificial Analysis2026-07-28
Humanity's Last ExamReasoning#104/ 14416Artificial Analysis2026-07-28
SciCodeCoding#110/ 14438Artificial Analysis2026-07-28
τ³-Bench BankingAgentic#135/ 1436Artificial Analysis2026-07-28
Family context

The three highest-scoring carded models in each capability family. Where KAT Coder Pro V2 shows up, it's highlighted.

ReasoningKAT Coder Pro V2 · 86
  1. 1
    Claude Mythos Preview
    95
  2. 2
    GPT-5.6 Sol
    94
  3. 3
    Kimi K3
    94
CodingKAT Coder Pro V2 · 38
  1. 1
    GPT 5.5
    96
  2. 2
    Claude Opus 4.8
    96
  3. 3
    Claude Opus 4.6
    96
AgenticKAT Coder Pro V2 · 70
  1. 1
    GPT 5.5
    100
  2. 2
    Claude Opus 4.8
    100
  3. 3
    Claude Fable 5
    100
Long contextKAT Coder Pro V2 · 66
  1. 1
    GPT-5 (high)
    76
  2. 2
    GPT-5.2 Codex (xhigh)
    76
  3. 3
    Kimi K3
    75
Newest receipts

Benchmark rows added to the public ledger for KAT Coder Pro V2 in the last 120 days. Older rows live in the full table below.

10 recent
BenchmarkFamilyScoreSourceDays ago
AA-LCRLong context66%Artificial Analysis4
AA output speedPerformance101 t/sArtificial Analysis4
AA time to first tokenPerformance1.45sArtificial Analysis4
Artificial Analysis Intelligence IndexReasoning33.7%Artificial Analysis4
GPQA DiamondReasoning85.5%Artificial Analysis4
Humanity's Last ExamReasoning16%Artificial Analysis4
IFBenchReasoning66.67%Artificial Analysis4
SciCodeCoding38.3%Artificial Analysis4
τ³-Bench BankingAgentic5.77%Artificial Analysis4
Terminal-BenchAgentic70.04%Artificial Analysis4
Family coverage

A high composite that hides a weak family is a trap. These bars surface the families where this model hasn't been publicly tested, and where it leads.

Reasoning86
Coding38
Agentic70
Long context66
Price vs. performance
0255075100$0.10$0.30$1$3$10$30input USD / 1M tokens · log scale →← intelligence

Hover or tab any dot for name, score, and input price.

AnthropicOpenAIMistralAlibabaDeepSeekGoogleMoonshotxAIMiniMaxMetaZhipuXiaomiOtherMeituanCohereNVIDIA

Full benchmark ledger

Every catalog benchmark for KAT Coder Pro V2. Scores link to the original source; gaps mean no public row exists yet.

10 sourced rows

10 of 32 catalog benchmarks have a sourced row for KAT Coder Pro V2.

Reasoning

Coding

Agentic

Long context

Performance

Sources