OpenRouter model

Anthropic: Claude Sonnet 5

Sonnet 5 is Anthropic's most capable Sonnet-class model, with frontier performance across coding, agents, and professional work. It supports adaptive thinking with selectable reasoning effort levels (low, medium, high, max,...

Provider
OpenRouter
Availability
Available
Model ID
anthropic/claude-sonnet-5
Snapshot
2026-10-07
Evaluation Verdict

Claude Sonnet 5 delivers milestone frontier autonomy (75.8% SWE-bench Verified, 1435 LMSYS Coding Elo), acting as a tireless senior software architect for mission-critical production codebases.

Anthropic: Claude Sonnet 5 Benchmarks & Agentic Accuracy

Verified primary research & developer preference metrics

Primary Sources Verified
SWE-bench Verified
75.8%
ThinkingAnthropic Preview ↗
LiveCodeBench
67.2%
ThinkingLiveCodeBench ↗
LMSYS Coding Elo
1435Elo
Coding ArenaLMSYS Arena ↗
AIME 2024 / 2025
87.5%
ThinkingAnthropic Preview ↗
Pricing ($ / 1M tokens)
$3/ $15
$0.4 cached readStandard API Pricing

What This Means in Real Software Development

  • 75.8% autonomous pass rate on SWE-bench Verified real-world enterprise repositories.
  • Advanced multi-turn reasoning handles 50+ step development tasks with 0 context drift or goal abandonment.
  • Exceptional speed-to-intelligence ratio, generating production-grade patches with rapid execution.
  • Native tool-calling stability enables flawless multi-file patching across monorepos.

Swarm Multi-Agent Topology

Tier 1: Master ArchitectRole: Primary / Planner

Best Paired With: Gemini 3.8 Flash for subagent swarms

The gold standard for primary orchestration. Manages full lifecycle from problem framing to task program DAG decomposition.

Git Worktree Isolation Advantage:

Orchestrates up to 8 concurrent worktree subagents without race conditions.

What Developers & Practitioners Are Saying

Real-world field observations, production strengths, and developer consensus

Field Consensus

"Anthropic's premier workhorse coding engine, offering near-Opus reasoning depth at Sonnet execution speed."

Verified Real-World Strengths

  • 75.8% on SWE-bench Verified
  • High-speed diff synthesis with zero extraneous explanation
  • Robust handling of large 200k context windows

Production Caveats & Gaps

  • Higher pricing than open-weights alternatives like DeepSeek V3
Benchmark Reality Check

What the benchmark tests: Measures enterprise-grade software development and automated PR authoring.

Production caveat: Ensure precommit validation passes before merging generated commits.

Primary Sources & Methodology Citations

Head-to-Head Frontier Comparisons: Anthropic: Claude Sonnet 5 vs Rivals

Standardized, side-by-side benchmark & economics comparison against peer models

Flagship Comparative Matrix
ModelRole / TierSWE-benchLiveCodeBenchLMSYS EloAIMEInput / Output
Anthropic: Claude Sonnet 5OpenRouterCurrent
Tier 1: Master Architect75.8%67.2%143587.5%$3 / $15
Tier 1: Frontier Architect & Deductive Specialist71.7%76.2%141592.4%$5 / $20
Tier 1: Frontier Large-Context Architect71%62.4%139586.5%$2.5 / $10
Tier 1: Frontier Systems Specialist58.5%54.2%137576%$2 / $8
Tier 1: Senior Principal Architect78%68.5%143890%$15 / $75

Anthropic: Claude Sonnet 5 model overview

Anthropic: Claude Sonnet 5 is listed in the public Swarm catalog through OpenRouter. This page summarizes the verified catalog fields used by Swarm without claiming real-time access for every provider account.

Provider
OpenRouter
Family
OpenRouter
Context window
1M tokens
Thinking support
off · low · medium · high · xhigh · max
Availability status
Available
Catalog ID
openrouter/anthropic/claude-sonnet-5
  • File input
  • Image input
  • Text input
  • Text output
  • Reasoning
  • Tools
  • Structured output
  • JSON

Run Anthropic: Claude Sonnet 5 in Swarm

Verified CLI workflow & multi-agent architecture

Quickstart Guide →
bash — swarm run
$swarm ctl model set --provider openrouter --model openrouter/anthropic/claude-sonnet-5

# Or switch interactively inside the terminal TUI:

>/models

Subagent Role Matrix

Assign Anthropic: Claude Sonnet 5 to specialized system roles in ~/.swarm/config.json:

  • Primary / Planner: Orchestrates full task DAGs and multi-stage pipelines.
  • Coder Subagent: Generates code and unit tests inside private Git worktrees.
  • Finder Subagent: Performs read-only code search, symbol discovery, and mapping.
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Public catalog snapshot. Catalog availability is not a real-time provider status or an access guarantee.