Claude 4 Sonnet vs K-Exaone

Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.

Claude 4 Sonnet is clearly ahead on the aggregate, 65 to 49. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

K-Exaone is the reasoning model in the pair, while Claude 4 Sonnet is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use. K-Exaone gives you the larger context window at 256K, compared with 200K for Claude 4 Sonnet.

Quick Verdict

Pick Claude 4 Sonnet if you want the stronger benchmark profile. K-Exaone only becomes the better choice if coding is the priority or you need the larger 256K context window.

Agentic

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

56%
Terminal-Bench 2.0
Coming soon
57%
OSWorld-Verified
Coming soon

Coding

K-Exaone

Claude 4 Sonnet

49.1

K-Exaone

49.4

65%
HumanEval
Coming soon
72.7%
SWE-bench Verified
49.4%
36%
LiveCodeBench
Coming soon
48%
SWE-bench Pro
Coming soon

Multimodal & Grounded

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

81%
MMMU-Pro
Coming soon
78%
OfficeQA Pro
Coming soon

Reasoning

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

69%
MuSR
Coming soon
82%
BBH
Coming soon
71%
LongBench v2
Coming soon
72%
MRCRv2
Coming soon

Knowledge

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

86.5%
MMLU
Coming soon
73%
GPQA
Coming soon
71%
SuperGPQA
Coming soon
75%
MMLU-Pro
Coming soon
12%
HLE
Coming soon
67%
FrontierScience
Coming soon
71%
SimpleQA
Coming soon

Instruction Following

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

83%
IFEval
Coming soon

Multilingual

Coming soon

Benchmark data for this category is coming soon.

Mathematics

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

73%
AIME 2023
Coming soon
75%
AIME 2024
Coming soon
74%
AIME 2025
Coming soon
69%
HMMT Feb 2023
Coming soon
71%
HMMT Feb 2024
Coming soon
70%
HMMT Feb 2025
Coming soon
72%
BRUMO 2025
Coming soon

Frequently Asked Questions

Which is better, Claude 4 Sonnet or K-Exaone?

Claude 4 Sonnet is ahead overall, 65 to 49. The biggest single separator in this matchup is SWE-bench Verified, where the scores are 72.7% and 49.4%.

Which is better for coding, Claude 4 Sonnet or K-Exaone?

K-Exaone has the edge for coding in this comparison, averaging 49.4 versus 49.1. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.

Last updated: March 18, 2026

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