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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.

#121 of 184 on AA Index · current snapshot
22 AA Index · 9 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
Statussolid

Family profile

Best published score in each covered benchmark family.

76/100 avg
Reasoning
86
Agentic
70
Long context
73

3 tested benchmark 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#48/ 18970Artificial Analysis2026-09-10
IFBenchReasoning#65/ 12767Artificial Analysis2026-09-10
GPQA DiamondReasoning#98/ 19086Artificial Analysis2026-09-10
AA-LCRLong context#100/ 18273Artificial Analysis2026-09-10
τ³-Bench BankingAgentic#107/ 1105Artificial Analysis2026-09-10
Artificial Analysis Intelligence IndexReasoning#128/ 18822Artificial Analysis2026-09-10
Humanity's Last ExamReasoning#139/ 18516Artificial Analysis2026-09-10
AA output speedPerformance#158/ 190Artificial Analysis2026-09-10
AA time to first tokenPerformance#158/ 190Artificial Analysis2026-09-10
Family context

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

ReasoningKAT Coder Pro V2 · 86
  1. 1
    GPT-6 Astra
    96
  2. 2
    Claude Mythos Preview
    95
  3. 3
    Gemini 3.7 Flash
    95
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 · 73
  1. 1
    Kimi K3
    89
  2. 2
    Claude Fable 5.1
    85
  3. 3
    GPT-5.5 (high)
    84
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.

9 recent
BenchmarkFamilyScoreSourceDays ago
AA-LCRLong context73%Artificial Analysis6
AA output speedPerformance0 t/sArtificial Analysis6
AA time to first tokenPerformance0.00sArtificial Analysis6
Artificial Analysis Intelligence IndexReasoning21.7%Artificial Analysis6
GPQA DiamondReasoning85.5%Artificial Analysis6
Humanity's Last ExamReasoning16.1%Artificial Analysis6
IFBenchReasoning66.67%Artificial Analysis6
τ³-Bench BankingAgentic4.54%Artificial Analysis6
Terminal-BenchAgentic70.04%Artificial Analysis6
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
Agentic70
Long context73
Price vs. performance
0255075100$0.10$0.30$1$3$10$30input USD / 1M tokens · log scale →← intelligence

Hover any dot for name, score, and input price. Keyboard: tab through the top twelve, or use the ranking below.

AnthropicOpenAIMistralAlibabaDeepSeekGoogleMoonshotMetaxAIMiniMaxZhipuXiaomiOtherMeituanCohereNVIDIA

Full benchmark ledger

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

9 sourced rows

9 of 37 catalog benchmarks have a sourced row for KAT Coder Pro V2.

Reasoning

Agentic

Long context

Performance

Sources

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