Anthropicproprietary
Released: 2026-07-24

Claude Sonnet 5

High-throughput frontier workhorse balancing ultra-fast inference with frontier-grade reasoning.

Intelligence Index
92.8/ 100
Calibrated multi-domain composite
Throughput Speed
95tok/sec
Output streaming throughput
Time To First Token
320ms
Initial chunk server latency
LiveBench Contam-Free
80.4%
September 2026 suite score

LiveBench Multi-Domain Evaluation Breakdown

Monthly refreshed contamination-free test sets
Logical Reasoning93.0%
Coding & Repo Repair83.2%
Mathematics (AIME)91.5%
Data Analysis & Tables86.5%
Language & Comprehension90.0%
Instruction Following94.8%

Sourced Benchmark Evaluations (3)

Verified performance across authoritative benchmarks with provenance tracking.
BenchmarkStatusScoreTrustDateSource TypeProvenance
ARC-AGI-2Nearing Saturation72.5%
75
2026-08-21independentSource ↗
SWE-bench VerifiedSaturated63.2%
25
2026-08-02independentSource ↗
IFEvalDeprecated94.8%
25
2026-07-28independentSource ↗
Anthropic Python SDKAPI Ready
import anthropic

client = anthropic.Anthropic()
message = client.messages.create(
    model="claude-sonnet-5",
    max_tokens=2048,
    temperature=0,
    messages=[{"role": "user", "content": "Execute SWE-bench verified repository fix"}]
)
print(message.content[0].text)

Evaluation & Sourcing Notes

Scores listed for Claude Sonnet 5 represent verified evaluations extracted from official research papers, independent evaluation suites (HELM, LMSYS, OpenCompass, LiveBench), and verified audit reports.

All benchmarks marked as saturated or deprecated reflect historical performance where the benchmark no longer provides active discriminative power.