UCP PlaygroundClaude Opus 5/Models/Claude Opus 5
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AnthropicAnthropic

Claude Opus 5

Anthropic's latest flagship (Claude Opus 5, succeeding the Opus 4.x line). Newly added — Playground benchmark metrics are still being gathered. The Opus line has historically posted the lowest tool error rate in our benchmark with a conservative, confirm-before-acting checkout style.

Avg Tokens173,498Avg Duration49.9sTurns to Checkout12.2
CheckoutCartSearchTurnsTokens9296900
Shopping Score16/100
Weak

Scores computed from real agent sessions against live UCP-enabled stores. Not estimated — every data point is from an actual tool call, checkout attempt, and store response.

Shopping Score Breakdown

Checkout Rate40%9%
Cart Rate20%29%
Search Rate10%69%
Turn Efficiency15%0%
Token Efficiency15%0%
31% of sessions failed with errors.

Top Stores

StoreCheckout %Cart %
••••••••••••••••100%100%
••••••••••••••••40%60%
••••••••••••••••33.3%33.3%
••••••••••••••••33.3%100%
••••••••••••••••25%100%
tattty.com0%100%
••••••••••••••••0%33.3%
everlane.com0%0%
••••••••••••••••0%0%
••••••••••••••••0%0%

Known Issues

Metrics Pendinglow

Claude Opus 5 was recently added; its Playground benchmark metrics are still being gathered.

Token Usage

Avg per Session173,498
Fleet Average74,927
vs Fleet+132%
Median (p50)46,403
p90297,791
Prompt / Completion split
Prompt 171,513 (99%) Completion 1,985 (1%)
Daily Average Tokens (last 30 days)
Distribution range
Min0p2521,526p5046,403p75105,100p90297,791Max5,051,898

Test Claude Opus 5 on Your Store

Run a live agent session to see how Claude Opus 5 handles your store's checkout flow end-to-end.

Run Agent Session

Compare With Other Models

MetaMetaLlama 3.3 70B39.3%GoogleGoogleGemini 3.5 Flash38.1%AnthropicAnthropicClaude Sonnet 4.634.7%xAIxAIGrok 4.326.3%GoogleGoogleGemini 2.5 Flash23.3%AnthropicAnthropicClaude Opus 4.822.3%AlibabaAlibabaQwen 3.8 Flash22.2%DeepSeekDeepSeekDeepSeek V3.220.7%GoogleGoogleGemini 2.5 Pro19.8%GoogleGoogleGemini 3.1 Pro19.6%OpenAIOpenAIGPT-4o15%DeepSeekDeepSeekDeepSeek V4.1 Flash14.3%xAIxAIGrok 3 Mini (Reasoning)11.1%OpenAIOpenAIGPT-5.510.2%OpenAIOpenAIo4-mini (Reasoning)9.1%AnthropicAnthropicClaude Opus 59%xAIxAIGrok 4.58.1%AnthropicAnthropicClaude Sonnet 57.7%DeepSeekDeepSeekDeepSeek V4 Pro7.7%DeepSeekDeepSeekDeepSeek V4 Flash7.5%GoogleGoogleGemini 3.8 Flash6.7%DeepSeekDeepSeekDeepSeek R1 (Reasoning)3.6%Moonshot AIMoonshot AIKimi K33.1%AlibabaAlibabaQwen 3.7 Max2.6%MetaMetaLlama 4 Maverick2.3%GoogleGoogleGemini 3.6 Flash1.1%GoogleGoogleGemini 3.7 Flash0%OpenAIOpenAIGPT-6 Luna0%MetaMetaMuse Spark 1.30%AlibabaAlibabaQwQ 32B (Reasoning)0%
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