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Claude Sonnet 5.5 Benchmark Details

Claude Sonnet 5.5 currently shows benchmark results led by Terminal-Bench 4.0 (1 / 104, score 70.60), Vibe Code Bench v1.1 (1 / 66, score 92.39), HLE (4 / 239, score 64.50). This page also compares it with 3 competitor models and 3 predecessor or same-series models, including performance and pricing views when available.

Benchmark Results

Claude Sonnet 5.5

Benchmark Results

Thinking
Tool usage

Knowledge Exams

4 evaluations
Benchmark / mode
Score
Rank/total
Global MMLU
Thinking Level · Max
92.10
3 / 3
MILU
Thinking Level · Max
91.60
3 / 3
HLE
Thinking Level · Max
56.90
22 / 239
HLE
Thinking Level · MaxTools
64.50
4 / 239

Repository Engineering

7 evaluations
Benchmark / mode
Score
Rank/total
SWE-bench Multilingual
Thinking Level · MaxTools
90.30
2 / 32
SWE-Bench Pro - Public
Thinking Level · MaxTools
81.30
2 / 65
DeepSWE
Thinking Level · MaxTools
71
19 / 100
APEX-SWE
Thinking Level · MediumTools
44
30 / 73
APEX-SWE
Thinking Level · MaxTools
66.40
2 / 73
FrontierSWE v2
Thinking Level · MaxTools
61.89
3 / 22
SWE-bench Multimodal
Thinking Level · MaxTools
54.30
3 / 3

Cross-capability Suites

2 evaluations
Benchmark / mode
Score
Rank/total
LiveBench
Thinking Level · Max
75.67
38 / 157
LiveBench
Thinking Level · Extra High
77.75
25 / 157

Tool Orchestration

1 evaluations
Benchmark / mode
Score
Rank/total
Toolathlon-Verified
Thinking Level · MaxTools
77.80
2 / 36

Office & Business

3 evaluations
Benchmark / mode
Score
Rank/total
OfficeQA
Thinking Level · MaxTools
76.90
3 / 3
Office QA Pro
Thinking Level · MaxTools
65.60
4 / 7
AutomationBench
Thinking Level · MaxTools
44.70
12 / 28

Legal

2 evaluations
Benchmark / mode
Score
Rank/total
Legal Research Bench
Thinking Level · MaxTools
48.08
8 / 46
Harvey's Legal Agent Benchmark
Thinking Level · MaxTools
2.92
33 / 50

Mathematics

2 evaluations
Benchmark / mode
Score
Rank/total
FrontierMath v2
Thinking Level · MaxTools
88.77
7 / 114
FrontierMath Tier 4 v2
Thinking Level · MaxTools
80.49
15 / 71

Biology & Genomics

1 evaluations
Benchmark / mode
Score
Rank/total
BioMysteryBench
Thinking Level · MaxTools
81.11
1 / 21

Documents & Charts

2 evaluations
Benchmark / mode
Score
Rank/total
Chartography
Thinking Level · Max
61.60
13 / 16
Chartography
Thinking Level · MaxTools
90.20
1 / 16

Agentic Development

2 evaluations
Benchmark / mode
Score
Rank/total
Terminal-Bench 4.0
Thinking Level · MaxTools
70.60
1 / 104
CursorBench 4.0
Thinking Level · MaxTools
55.50
2 / 4

Scientific Computing

1 evaluations
Benchmark / mode
Score
Rank/total
Terminal-Bench-Science 0.1
Thinking Level · MaxTools
59.90
3 / 18

Code Generation & Editing

3 evaluations
Benchmark / mode
Score
Rank/total
Vibe Code Bench v1.1
Thinking Level · MaxTools
92.39
1 / 66
FrontierCode 1.1 Main
Thinking Level · MaxTools
46.20
13 / 17
FrontierCode 1.1 Main
Thinking Level · Extra HighTools
52.10
6 / 17

Medical Reasoning

1 evaluations
Benchmark / mode
Score
Rank/total
69.20
1 / 10

ML Engineering

1 evaluations
Benchmark / mode
Score
Rank/total
WeirdML v3
Thinking Level · Extra HighTools
0.20
5 / 21

Maintenance & Optimization

1 evaluations
Benchmark / mode
Score
Rank/total
Code Migration
Thinking Level · MaxTools
69.83
1 / 48

Algorithmic Coding

1 evaluations
Benchmark / mode
Score
Rank/total
IOI (Vals v2)
Thinking Level · MaxTools
83.06
9 / 30

Finance

1 evaluations
Benchmark / mode
Score
Rank/total
EMB (Excel Modeling)
Thinking Level · MaxTools
75.71
3 / 46

Capability Indices

1 evaluations
Benchmark / mode
Score
Rank/total
Vals Index v2.1
Thinking Level · MaxTools
67.04
2 / 37

Desktop Workflows

1 evaluations
Benchmark / mode
Score
Rank/total
OSWorld 2.1
Thinking Level · MaxTools
80.10
3 / 11

Competitor Comparison

Benchmark scores for Claude Sonnet 5.5 compared against top models in its class

Benchmark categories:
The chart shows each model’s highest score per benchmark within the current filter. Out-of-100 benchmarks use raw heights; out-of-range benchmarks are scaled within that benchmark while labels keep the original scores.

12 benchmarks with comparable scores. Each model shows its best score; mode label is displayed below.

BenchmarkClaude Sonnet 5.5CurrentGPT-6 SolMuse Spark 1.3DeepSeek-V4.1-Flash
HLE
Accuracy
Knowledge Exams
64.50Thinking Level · High | Tools
--
--
63.90Thinking Level · High | Tools
APEX-SWE
Pass@1
Repository Engineering
66.40Thinking Level · High | Tools
45.00Thinking Level · High | Tools
39.10Thinking Level · High | Tools
51.90Thinking Level · High | Tools
DeepSWE
Pass@1 (DeepSWE v1.1)
Repository Engineering
71.00Thinking Level · High | Tools
68.80Thinking Level · High | Tools
75.40Thinking Level · High | Tools
74.20Thinking Level · High | Tools
FrontierSWE v2
Mean@5 score (%)
Repository Engineering
61.89Thinking Level · High | Tools
--
25.80Thinking Level · High | Tools
--
LiveBench
Accuracy
Cross-capability Suites
77.75Thinking Level · Extra High
79.25Thinking Level · High
81.59Thinking Level · Extra High
81.11Thinking Level · High
AutomationBench
Pass Rate
Office & Business
44.70Thinking Level · High | Tools
33.20Thinking Level · Extra High | Tools
49.40Thinking Level · High | Tools
54.80Thinking Level · High | Tools
2.92Thinking Level · High | Tools
1.67Thinking Level · High | Tools
23.75Thinking Level · High | Tools
6.67Thinking Level · High | Tools
48.08Thinking Level · High | Tools
28.85Thinking Level · High | Tools
55.29Thinking Level · High | Tools
41.35Thinking Level · High | Tools
FrontierMath Tier 4 v2
Accuracy (verification_code)
Mathematics
80.49Thinking Level · High | Tools
90.00Thinking Level · High | Tools
46.34Thinking Level · High | Tools
--
FrontierMath v2
Accuracy (verification_code)
Mathematics
88.77Thinking Level · High | Tools
89.82Thinking Level · High | Tools
74.39Thinking Level · Extra High | Tools
--
BioMysteryBench
Accuracy (%)
Biology & Genomics
81.11Thinking Level · High | Tools
74.81Thinking Level · High | Tools
--
67.78Thinking Level · High | Tools
Chartography
Score
Documents & Charts
90.20Thinking Level · High | Tools
--
--
78.90Thinking Level · High | Tools
11 additional benchmarks remain in the chart above.

Standard API Pricing: Claude Sonnet 5.5 vs. Peer Models

Shows standard text input and output pricing side by side for each model. If extended-context pricing exists, the chart keeps the base rate and explains the threshold below.

Source: DataLearnerAI. Standard text prices shown here use the default supplier. · USD / 1M tokens

When a context threshold exists, the charted base price only applies within these limits:

GPT-6 Sol: Base price applies to <= 272000
ModelSupplierStandard inputStandard outputBase price applies to
Claude Sonnet 5.5
Anthropic$2 / 1M tokens$10 / 1M tokens—
GPT-6 Sol
OpenAI$2 / 1M tokens$10 / 1M tokens<= 272000
Muse Spark 1.3
Facebook AI研究实验室$1.25 / 1M tokens$4.25 / 1M tokens—

Version History

How each version of the Claude Sonnet 5.5 series stacks up on benchmark tests

Benchmark categories:
The chart shows each model’s highest score per benchmark within the current filter. Out-of-100 benchmarks use raw heights; out-of-range benchmarks are scaled within that benchmark while labels keep the original scores.

12 benchmarks with comparable scores. Each model shows its best score; mode label is displayed below.· Click a row to view its trend chart.

BenchmarkClaude Sonnet 5.5CurrentClaude Sonnet 5Claude Sonnet 4.6Claude Sonnet 4.5
HLE
Accuracy
Knowledge Exams
64.50Thinking Level · High | Tools
57.40Thinking Level · Extra High | Tools
49.00Thinking Enabled | Tools
33.60Thinking Enabled | Tools
APEX-SWE
Pass@1
Repository Engineering
66.40Thinking Level · High | Tools
46.40Thinking Level · High | Tools
34.50Thinking Level · High | Tools
31.00Thinking Level · High | Tools
DeepSWE
Pass@1 (DeepSWE v1.1)
Repository Engineering
71.00Thinking Level · High | Tools
54.00Deep Thinking Mode | Tools
29.93Thinking Level · High | Tools
--
SWE-Bench Pro - Public
Accuracy
Repository Engineering
81.30Thinking Level · High | Tools
--
--
43.60Thinking Enabled
LiveBench
Accuracy
Cross-capability Suites
77.75Thinking Level · Extra High
76.04Thinking Level · Extra High
75.32Thinking Level · High
68.1964K
Toolathlon-Verified
Score
Tool Orchestration
77.80Thinking Level · High | Tools
71.60Thinking Level · High | Tools
--
--
2.92Thinking Level · High | Tools
5.00Thinking Level · High | Tools
5.00Thinking Level · High | Tools
--
48.08Thinking Level · High | Tools
41.83Thinking Level · High | Tools
38.46Thinking Level · High | Tools
--
FrontierMath Tier 4 v2
Accuracy (verification_code)
Mathematics
80.49Thinking Level · High | Tools
29.27Thinking Level · High | Tools
--
2.4432K | Tools
FrontierMath v2
Accuracy (verification_code)
Mathematics
88.77Thinking Level · High | Tools
65.61Thinking Level · High | Tools
--
23.8632K | Tools
CursorBench 4.0
Task score (%)
Agentic Development
55.50Thinking Level · High | Tools
34.10Thinking Level · High | Tools
--
--
Terminal-Bench 4.0
Resolution rate (%)
Agentic Development
70.60Thinking Level · High | Tools
12.42Thinking Level · High | Tools
3.00Thinking Level · High | Tools
--
5 additional benchmarks remain in the chart above.

Single-Benchmark Version Trend

Viewing: HLE · Knowledge Exams

Benchmark
NormalNormal + ToolsThinkingThinking + ToolsDeepDeep + Tools

X-axis shows model and release date, Y-axis shows score; solid lines connect the same mode across versions, while dotted guides align modes within the same generation.

Standard API Pricing Across the Claude Sonnet 5.5 Series

Shows standard text input and output pricing side by side for each model. If extended-context pricing exists, the chart keeps the base rate and explains the threshold below.

Source: DataLearnerAI. Standard text prices shown here use the default supplier. · USD / 1M tokens

When a context threshold exists, the charted base price only applies within these limits:

Claude Sonnet 4.5: Base price applies to <= 200000
ModelSupplierStandard inputStandard outputBase price applies to
Claude Sonnet 5.5
Anthropic$2 / 1M tokens$10 / 1M tokens—
Claude Sonnet 5
Anthropic$2 / 1M tokens$10 / 1M tokens—
Claude Sonnet 4.6
Anthropic$3 / 1M tokens$15 / 1M tokens—
Claude Sonnet 4.5
Anthropic$3 / 1M tokens$15 / 1M tokens<= 200000