Claude Opus 4.6 vs Seed-2.0-Lite

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

Claude Opus 4.6 is clearly ahead on the aggregate, 85 to 63. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

Claude Opus 4.6's sharpest advantage is in coding, where it averages 75.1 against 41.4. The single biggest benchmark swing on the page is LiveCodeBench, 75 to 37.

Claude Opus 4.6 is also the more expensive model on tokens at $15.00 input / $75.00 output per 1M tokens, versus $0.25 input / $2.00 output per 1M tokens for Seed-2.0-Lite. That is roughly 37.5x on output cost alone. Claude Opus 4.6 gives you the larger context window at 1M, compared with 256K for Seed-2.0-Lite.

Quick Verdict

Pick Claude Opus 4.6 if you want the stronger benchmark profile. Seed-2.0-Lite only becomes the better choice if you want the cheaper token bill.

Agentic

Claude Opus 4.6

Claude Opus 4.6

79.2

Seed-2.0-Lite

55.1

80
Terminal-Bench 2.0
52
85
BrowseComp
63
74
OSWorld-Verified
53

Coding

Claude Opus 4.6

Claude Opus 4.6

75.1

Seed-2.0-Lite

41.4

91
HumanEval
63
80
SWE-bench Verified
45
75
LiveCodeBench
37
74
SWE-bench Pro
45

Multimodal & Grounded

Claude Opus 4.6

Claude Opus 4.6

94.6

Seed-2.0-Lite

79.6

95
MMMU-Pro
80
94
OfficeQA Pro
79

Reasoning

Claude Opus 4.6

Claude Opus 4.6

93.1

Seed-2.0-Lite

73

95
SimpleQA
68
93
MuSR
66
94
BBH
85
92
LongBench v2
76
92
MRCRv2
77

Knowledge

Claude Opus 4.6

Claude Opus 4.6

78.9

Seed-2.0-Lite

53.9

99
MMLU
71
97
GPQA
70
95
SuperGPQA
68
93
OpenBookQA
66
92
MMLU-Pro
73
38
HLE
7
88
FrontierScience
66

Instruction Following

Claude Opus 4.6

Claude Opus 4.6

95

Seed-2.0-Lite

89

95
IFEval
89

Multilingual

Claude Opus 4.6

Claude Opus 4.6

94.7

Seed-2.0-Lite

82.5

96
MGSM
87
94
MMLU-ProX
80

Mathematics

Claude Opus 4.6

Claude Opus 4.6

97.2

Seed-2.0-Lite

75

99
AIME 2023
71
99
AIME 2024
73
98
AIME 2025
72
95
HMMT Feb 2023
67
97
HMMT Feb 2024
69
96
HMMT Feb 2025
68
96
BRUMO 2025
70
98
MATH-500
81

Frequently Asked Questions

Which is better, Claude Opus 4.6 or Seed-2.0-Lite?

Claude Opus 4.6 is ahead overall, 85 to 63. The biggest single separator in this matchup is LiveCodeBench, where the scores are 75 and 37.

Which is better for knowledge tasks, Claude Opus 4.6 or Seed-2.0-Lite?

Claude Opus 4.6 has the edge for knowledge tasks in this comparison, averaging 78.9 versus 53.9. Inside this category, HLE is the benchmark that creates the most daylight between them.

Which is better for coding, Claude Opus 4.6 or Seed-2.0-Lite?

Claude Opus 4.6 has the edge for coding in this comparison, averaging 75.1 versus 41.4. Inside this category, LiveCodeBench is the benchmark that creates the most daylight between them.

Which is better for math, Claude Opus 4.6 or Seed-2.0-Lite?

Claude Opus 4.6 has the edge for math in this comparison, averaging 97.2 versus 75. Inside this category, AIME 2023 is the benchmark that creates the most daylight between them.

Which is better for reasoning, Claude Opus 4.6 or Seed-2.0-Lite?

Claude Opus 4.6 has the edge for reasoning in this comparison, averaging 93.1 versus 73. Inside this category, SimpleQA is the benchmark that creates the most daylight between them.

Which is better for agentic tasks, Claude Opus 4.6 or Seed-2.0-Lite?

Claude Opus 4.6 has the edge for agentic tasks in this comparison, averaging 79.2 versus 55.1. 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, Claude Opus 4.6 or Seed-2.0-Lite?

Claude Opus 4.6 has the edge for multimodal and grounded tasks in this comparison, averaging 94.6 versus 79.6. Inside this category, MMMU-Pro is the benchmark that creates the most daylight between them.

Which is better for instruction following, Claude Opus 4.6 or Seed-2.0-Lite?

Claude Opus 4.6 has the edge for instruction following in this comparison, averaging 95 versus 89. Inside this category, IFEval is the benchmark that creates the most daylight between them.

Which is better for multilingual tasks, Claude Opus 4.6 or Seed-2.0-Lite?

Claude Opus 4.6 has the edge for multilingual tasks in this comparison, averaging 94.7 versus 82.5. Inside this category, MMLU-ProX is the benchmark that creates the most daylight between them.

Last updated: March 12, 2026

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