GPT-5.3-Codex-Spark vs Claude 3 Opus

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

GPT-5.3-Codex-Spark is clearly ahead on the aggregate, 87 to 51. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

GPT-5.3-Codex-Spark's sharpest advantage is in coding, where it averages 82.3 against 19. The single biggest benchmark swing on the page is SWE-bench Verified, 80 to 10.

GPT-5.3-Codex-Spark is the reasoning model in the pair, while Claude 3 Opus 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. GPT-5.3-Codex-Spark gives you the larger context window at 256K, compared with 200K for Claude 3 Opus.

Quick Verdict

Pick GPT-5.3-Codex-Spark if you want the stronger benchmark profile. Claude 3 Opus only becomes the better choice if you would rather avoid the extra latency and token burn of a reasoning model.

Agentic

GPT-5.3-Codex-Spark

GPT-5.3-Codex-Spark

85.6

Claude 3 Opus

48.1

90
Terminal-Bench 2.0
44
82
BrowseComp
56
83
OSWorld-Verified
47

Coding

GPT-5.3-Codex-Spark

GPT-5.3-Codex-Spark

82.3

Claude 3 Opus

19

91
HumanEval
53
80
SWE-bench Verified
10
80
LiveCodeBench
20
85
SWE-bench Pro
20

Multimodal & Grounded

GPT-5.3-Codex-Spark

GPT-5.3-Codex-Spark

88.3

Claude 3 Opus

70.3

86
MMMU-Pro
73
91
OfficeQA Pro
67

Reasoning

GPT-5.3-Codex-Spark

GPT-5.3-Codex-Spark

92.7

Claude 3 Opus

61.6

94
SimpleQA
59
92
MuSR
57
97
BBH
74
91
LongBench v2
62
92
MRCRv2
63

Knowledge

GPT-5.3-Codex-Spark

GPT-5.3-Codex-Spark

78.3

Claude 3 Opus

45

97
MMLU
61
95
GPQA
61
93
SuperGPQA
59
91
OpenBookQA
57
88
MMLU-Pro
62
42
HLE
1
88
FrontierScience
56

Instruction Following

GPT-5.3-Codex-Spark

GPT-5.3-Codex-Spark

92

Claude 3 Opus

77

92
IFEval
77

Multilingual

GPT-5.3-Codex-Spark

GPT-5.3-Codex-Spark

90.8

Claude 3 Opus

69.8

94
MGSM
73
89
MMLU-ProX
68

Mathematics

GPT-5.3-Codex-Spark

GPT-5.3-Codex-Spark

96.7

Claude 3 Opus

65.9

98
AIME 2023
61
98
AIME 2024
63
97
AIME 2025
62
94
HMMT Feb 2023
57
96
HMMT Feb 2024
59
95
HMMT Feb 2025
58
95
BRUMO 2025
60
98
MATH-500
73

Frequently Asked Questions

Which is better, GPT-5.3-Codex-Spark or Claude 3 Opus?

GPT-5.3-Codex-Spark is ahead overall, 87 to 51. The biggest single separator in this matchup is SWE-bench Verified, where the scores are 80 and 10.

Which is better for knowledge tasks, GPT-5.3-Codex-Spark or Claude 3 Opus?

GPT-5.3-Codex-Spark has the edge for knowledge tasks in this comparison, averaging 78.3 versus 45. Inside this category, HLE is the benchmark that creates the most daylight between them.

Which is better for coding, GPT-5.3-Codex-Spark or Claude 3 Opus?

GPT-5.3-Codex-Spark has the edge for coding in this comparison, averaging 82.3 versus 19. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.

Which is better for math, GPT-5.3-Codex-Spark or Claude 3 Opus?

GPT-5.3-Codex-Spark has the edge for math in this comparison, averaging 96.7 versus 65.9. Inside this category, AIME 2023 is the benchmark that creates the most daylight between them.

Which is better for reasoning, GPT-5.3-Codex-Spark or Claude 3 Opus?

GPT-5.3-Codex-Spark has the edge for reasoning in this comparison, averaging 92.7 versus 61.6. Inside this category, SimpleQA is the benchmark that creates the most daylight between them.

Which is better for agentic tasks, GPT-5.3-Codex-Spark or Claude 3 Opus?

GPT-5.3-Codex-Spark has the edge for agentic tasks in this comparison, averaging 85.6 versus 48.1. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.

Which is better for multimodal and grounded tasks, GPT-5.3-Codex-Spark or Claude 3 Opus?

GPT-5.3-Codex-Spark has the edge for multimodal and grounded tasks in this comparison, averaging 88.3 versus 70.3. Inside this category, OfficeQA Pro is the benchmark that creates the most daylight between them.

Which is better for instruction following, GPT-5.3-Codex-Spark or Claude 3 Opus?

GPT-5.3-Codex-Spark has the edge for instruction following in this comparison, averaging 92 versus 77. Inside this category, IFEval is the benchmark that creates the most daylight between them.

Which is better for multilingual tasks, GPT-5.3-Codex-Spark or Claude 3 Opus?

GPT-5.3-Codex-Spark has the edge for multilingual tasks in this comparison, averaging 90.8 versus 69.8. Inside this category, MGSM is the benchmark that creates the most daylight between them.

Last updated: March 12, 2026

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