Codesota · Models · Claude 3.5 SonnetAnthropic3 results · 3 benchmarks
Model card

Claude 3.5 Sonnet.

AnthropicproprietaryTransformer (LLM)

Claude 3.5 Sonnet released Jun 2024.

§ 02 · Benchmarks

Every benchmark Claude 3.5 Sonnet has a recorded score for.

#BenchmarkArea · TaskMetricValueRankDateSource
01WikiTableQuestionsNatural Language Processing · Table Question Answeringaccuracy73.0%#2/3source ↗
02SWE-benchComputer Code · Code Generationresolve-rate-agentic27.0%#21/252024-08-01unverified
03HLEReasoning · Multi-step Reasoningaccuracy4.1%#71/74source ↗
Rank column shows this model’s position vs all other models scored on the same benchmark + metric (competitors after the slash). #1 in red means current SOTA. Sorted by rank, then newest result.
§ 03 · Strengths by area

Where Claude 3.5 Sonnet actually performs.

Natural Language Processing
1
benchmark
avg rank #2.0
Computer Code
1
benchmark
avg rank #21.0
Reasoning
1
benchmark
avg rank #71.0
§ 05 · Related models

Other Anthropic models scored on Codesota.

Claude Opus 4
Undisclosed params · 14 results · 2 SOTA
Claude Sonnet 5
Undisclosed params · 2 results · 2 SOTA
Claude Sonnet 4
11 results · 1 SOTA
Claude Opus 4.5
4 results · 1 SOTA
Claude Opus 4.7
2 results · 1 SOTA
Claude Mythos Preview
1 result · 1 SOTA
Claude 3.5 Sonnet
Undisclosed params · 28 results
Claude Opus 4.5
Undisclosed params · 12 results
§ 06 · Sources & freshness

Where these numbers come from.

arxiv
1
result
openhands
1
result
scale-hle-official
1
result
2 of 3 rows marked verified.