Model comparison

Claude Opus 4.1 vs Claude Sonnet 5

Claude Sonnet 5 is the stronger model overall, scoring 54.5 to 40.8 on the Noometry Index.

Last verified . 32 shared benchmarks.

Claude Opus 4.1 Anthropic

40.8

Rank #136 Confirmed

Claude Sonnet 5 Anthropic

54.5

Rank #26 Confirmed

Summary

  • They share 32 benchmarks with published results for both. Claude Opus 4.1 scores higher in 0 categories and Claude Sonnet 5 in 10 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in math, where Claude Sonnet 5 leads 66.1 to 22.0.
  • The biggest single-benchmark swing is FrontierMath (Tiers 1-3): 12.6% for Claude Opus 4.1 and 65.6% for Claude Sonnet 5.
  • Claude Sonnet 5 is cheaper at $2 / $10 per million input/output tokens, against $15 / $75 for Claude Opus 4.1.
  • Claude Sonnet 5 accepts more context: 1M tokens versus 200K.

Side by side

Claude Opus 4.1 and Claude Sonnet 5 specifications
Claude Opus 4.1Claude Sonnet 5
ProviderAnthropicAnthropic
Noometry Index40.854.5
Released2025-08-052026-06-29
WeightsProprietaryProprietary
Context window200K1M
Max output32K128K
Input $ / M tokens$15$2
Output $ / M tokens$75$10
Results tracked4851

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Category by category

Coding Claude Sonnet 5 leads

Claude Opus 4.1: 44.3 (#69), Claude Sonnet 5: 55.5 (#20)

Coding benchmarks
BenchmarkClaude Opus 4.1Claude Sonnet 5
LMArena WebDev13901540
WeirdML45.9%68.8%
LMArena Coding14791483
ALE-Bench674.771,463
SWE-bench Verified73.3%—
DeepSWE—53.8%
FrontierCode—42.7%
CursorBench—34.1%
SciCode—53.6%
GSO—37.3%
AlgoTune1.34—

Agentic & Tool Use Claude Sonnet 5 leads

Claude Opus 4.1: 34.8 (#38), Claude Sonnet 5: 42.7 (#16)

Agentic & Tool Use benchmarks
BenchmarkClaude Opus 4.1Claude Sonnet 5
LMArena Search11481194
Terminal-Bench38%—
APEX-Agents—54.5%
GDPval43.6%—
Cybench42%—
DeepResearch Bench48.3%—
GBAEval—65.3%
METR Time Horizons66.8%—
Vending-Bench 2—6,378

Reasoning Claude Sonnet 5 leads

Claude Opus 4.1: 31.6 (#70), Claude Sonnet 5: 48.2 (#37)

Reasoning benchmarks
BenchmarkClaude Opus 4.1Claude Sonnet 5
SimpleBench60%60.6%
Chess Puzzles7%35%
LMArena Hard Prompts14431461
Mystery Game Puzzles21%35%
DTBench80%92.5%
LMCA37.1%50%
Epoch Capabilities Index144.11156.34
ForecastBench6261.1
NYT Connections (extended)—75.1%
CritPt—16.9%
EnigmaEval7.2%—
EBR-Bench7.9%—
Surface Evolver Bench—60%
Bench to the Future 3—0.14

Math Claude Sonnet 5 leads

Claude Opus 4.1: 22.0 (#267), Claude Sonnet 5: 66.1 (#21)

Math benchmarks
BenchmarkClaude Opus 4.1Claude Sonnet 5
FrontierMath (Tiers 1-3)12.6%65.6%
FrontierMath Tier 42.4%29.3%
OTIS Mock AIME 2024-202568.9%94.7%
LMArena Math14301467
ProofBench—77%
FrontierMath (Feb 2025 set)7.2%—
FrontierMath Tier 4 (v1)4.2%—

Knowledge Claude Sonnet 5 leads

Claude Opus 4.1: 41.9 (#93), Claude Sonnet 5: 55.7 (#42)

Knowledge benchmarks
BenchmarkClaude Opus 4.1Claude Sonnet 5
GPQA Diamond77.3%90.5%
LMArena Expert14391491
Humanity's Last Exam11.5%—
SimpleQA Verified—33.7%
Confabulations17.1%—
Vectara Hallucination Rate11.8%—

Multimodal Claude Sonnet 5 leads

Claude Opus 4.1: 26.2 (#114), Claude Sonnet 5: 42.4 (#26)

Multimodal benchmarks
BenchmarkClaude Opus 4.1Claude Sonnet 5
LMArena Vision—1275
VPCT35%—
Blueprint-Bench 2—24.9%
LMArena Document—1466

Multilingual Claude Sonnet 5 leads

Claude Opus 4.1: 52.1 (#90), Claude Sonnet 5: 54.0 (#55)

Multilingual benchmarks
BenchmarkClaude Opus 4.1Claude Sonnet 5
LMArena Non-English14051431
LMArena Chinese14271475
LMArena French14321457
LMArena German14121448
LMArena Japanese13781422
LMArena Korean13811411
LMArena Russian14211452
LMArena Spanish14481436

Instruction Following Too close to call

Claude Opus 4.1: 75.8 (#53), Claude Sonnet 5: 76.6 (#39)

Instruction Following benchmarks
BenchmarkClaude Opus 4.1Claude Sonnet 5
LMArena Instruction Following14361453

Long Context Too close to call

Claude Opus 4.1: 44.5 (#60), Claude Sonnet 5: 44.8 (#53)

Long Context benchmarks
BenchmarkClaude Opus 4.1Claude Sonnet 5
LMArena Longer Query14551464

Writing & Preference Claude Sonnet 5 leads

Claude Opus 4.1: 62.6 (#70), Claude Sonnet 5: 69.4 (#24)

Writing & Preference benchmarks
BenchmarkClaude Opus 4.1Claude Sonnet 5
LMArena Text14191443
LMArena Creative Writing14121416
LMArena Multi-Turn14441454
Short-Story Creative Writing84.7%—
EQ-Bench Creative Writing—1794
EQ-Bench 4—1236

Frequently asked questions

Is Claude Opus 4.1 better than Claude Sonnet 5?

Claude Sonnet 5 is the stronger model overall, scoring 54.5 to 40.8 on the Noometry Index.

Which is cheaper, Claude Opus 4.1 or Claude Sonnet 5?

Claude Sonnet 5 is cheaper. It lists at $2 per million input tokens and $10 per million output tokens; Claude Opus 4.1 lists at $15 and $75.

Is Claude Opus 4.1 or Claude Sonnet 5 better for coding?

Claude Sonnet 5 scores higher on coding benchmarks: 55.5 versus 44.3 in the Noometry coding category.

Which has the bigger context window?

Claude Sonnet 5 does, with 1M tokens against 200K.

How many benchmarks do Claude Opus 4.1 and Claude Sonnet 5 share?

32 benchmarks have published results for both models. Claude Opus 4.1 has 48 scored results on Noometry and Claude Sonnet 5 has 51.

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