Compare/ERNIE 4.5 300B A47B vs KAT-Coder-Pro V1

ERNIE 4.5 300B A47BvsKAT-Coder-Pro V1

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

Baidu

ERNIE 4.5 300B A47B

Input
$0.28/M
Output
$1.1/M
Speed
30 tok/s
TTFT
1.90s
KwaiKAT

KAT-Coder-Pro V1

Input
$0.3/M
Output
$1.2/M
Speed
38 tok/s
TTFT
1.13s

Winner by Category

Cheaper
ERNIE 4.5 300B A47B
Faster (tok/s)
KAT-Coder-Pro V1
Lower Latency
KAT-Coder-Pro V1
Benchmarks (2-10)
KAT-Coder-Pro V1

Pricing Comparison

MetricERNIE 4.5 300B A47BKAT-Coder-Pro V1
Input ($/M tokens)$0.28$0.3
Output ($/M tokens)$1.1$1.2
Cost for 1M input + 100K output tokens:
ERNIE 4.5 300B A47B$0.39
KAT-Coder-Pro V1$0.42

Speed Comparison

Output Speed (tokens/s) — higher is better
ERNIE 4.5 300B A47B
30 tok/s
KAT-Coder-Pro V1
38 tok/s
Time to First Token (seconds) — lower is better
ERNIE 4.5 300B A47B
1.90s
KAT-Coder-Pro V1
1.13s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
15.036.0
Coding Index
14.518.3
Math Index
41.394.7
GPQA Diamond
81.1%76.4%
MMLU-Pro
77.6%81.3%
LiveCodeBench
46.7%74.7%
AIME 2025
41.3%94.7%
MATH-500
93.1%
Humanity's Last Exam
3.5%33.4%
SciCode
31.5%36.6%
IFBench
39.1%68.4%
TerminalBench
6.1%9.1%
ERNIE 4.5 300B A47B2 wins
10 winsKAT-Coder-Pro V1

Frequently Asked Questions

Which is cheaper, ERNIE 4.5 300B A47B or KAT-Coder-Pro V1?

ERNIE 4.5 300B A47B is cheaper overall. Its blended price (3:1 input/output ratio) is $0.48/M tokens vs $0.53/M for KAT-Coder-Pro V1.

Which model performs better on benchmarks?

KAT-Coder-Pro V1 wins 10 out of 12 benchmarks compared to 2 for ERNIE 4.5 300B A47B. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

KAT-Coder-Pro V1 generates tokens faster at 38 tok/s vs 30 tok/s. However, KAT-Coder-Pro V1 has lower time-to-first-token (1.13s vs 1.90s).

When should I use ERNIE 4.5 300B A47B vs KAT-Coder-Pro V1?

Choose based on your priorities: ERNIE 4.5 300B A47B for lower cost, KAT-Coder-Pro V1 for stronger benchmark performance, and KAT-Coder-Pro V1 for faster generation. For latency-sensitive apps, check the TTFT comparison above.