What is the IQ of kat-coder-pro-v1?

kat-coder-pro-v1 has an estimated IQ of 104, which ranks #87 out of 143 public models on the AI IQ leaderboard. The score combines six equally weighted reasoning dimensions using measured benchmark results and conservative estimates for missing coverage.

How much does kat-coder-pro-v1 cost?

kat-coder-pro-v1 costs $0.30 per million input tokens and $1.20 per million output tokens. Adjusted for how many tokens it actually consumes on real tasks, its effective cost works out to $1.29 per million input-plus-output tokens.

Is kat-coder-pro-v1 open source?

No — kat-coder-pro-v1 is a proprietary model. Its weights are not publicly available, so it is used through hosted APIs and products.

How large is the context window of kat-coder-pro-v1?

kat-coder-pro-v1 supports a context window of 256,000 tokens — the amount of text it can consider in a single request.

How fast is kat-coder-pro-v1?

In independent measurements, kat-coder-pro-v1 generates about 61 tokens per second, with a typical response time of about 11 seconds.

KAT

kat-coder-pro-v1

Public AI IQ model profile with source-backed benchmark results and derived ranking context.

IQ

104

EQ

n/a

Effective Cost

$1.2902

IQ Rank

#87

kat-coder-pro-v1 API pricing — full price table, workload cost examples, and cheaper alternatives.

IQ Dimensions

Dimension	IQ	Coverage
Abstract Reasoning	76	0/3
Mathematical Reasoning	116	1/5
Academic Reasoning	113	5/6
Programmatic Reasoning	113	1/5
Computer Use	103	0/5
Reliability	101	3/6

Benchmark Results

Benchmark	Score	Dimension
AA Long Context Reasoning v1.1	38.6667	Reliability
AA Omniscience	-37.7333	Reliability
AIME	94.7	Mathematical Reasoning
CritPt	0	Academic Reasoning
GPQA Diamond	76.3636	Academic Reasoning
Humanity's Last Exam	33.6423	Academic Reasoning
IFBench	68.3673	Reliability
LiveCodeBench	74.7	Programmatic Reasoning
MMLU-Pro	81.3	Academic Reasoning
SciCode	36.6	Academic Reasoning

Compare

Frequently Asked Questions

What is the IQ of kat-coder-pro-v1?: kat-coder-pro-v1 has an estimated IQ of 104, which ranks #87 out of 143 public models on the AI IQ leaderboard. The score combines six equally weighted reasoning dimensions using measured benchmark results and conservative estimates for missing coverage.
How much does kat-coder-pro-v1 cost?: kat-coder-pro-v1 costs $0.30 per million input tokens and $1.20 per million output tokens. Adjusted for how many tokens it actually consumes on real tasks, its effective cost works out to $1.29 per million input-plus-output tokens.
Is kat-coder-pro-v1 open source?: No — kat-coder-pro-v1 is a proprietary model. Its weights are not publicly available, so it is used through hosted APIs and products.
How large is the context window of kat-coder-pro-v1?: kat-coder-pro-v1 supports a context window of 256,000 tokens — the amount of text it can consider in a single request.
How fast is kat-coder-pro-v1?: In independent measurements, kat-coder-pro-v1 generates about 61 tokens per second, with a typical response time of about 11 seconds.