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All models
anthropic
claude-sonnet-4-5-20250929
Last tested Jul 26, 2026
Overall pass
91%
Avg latency
4300 ms
Context
1000k
Tools
Yes
Input $/1M
$3.00
Output $/1M
$15.00
Tests run
11
Passed
10/11
AI summary
Hardware to run it
Hosted:
$3 in / $15 out
per 1M
Self-host:
API only
Proprietary / weights not released — hosted API only.
Test results
⚡
Ping
Latency & availability — single-word reply
1298 ms
🧮
Reasoning
Basic math reasoning — show work, give answer
1487 ms
{ }
JSON Output
Structured output compliance — valid JSON with required keys
1997 ms
💻
Code Gen
Python function generation with docstring
fail
🚀
Throughput
Token generation speed — 500-token long-form response
16956 ms
🔍
Context Recall
Retrieval from in-context data — 20-item list Q&A
Compare with another model
See the leaderboard
2107 ms
🔧
Tool Use
Function/tool calling — get_weather invocation
9019 ms
📝
Summarization
Real-world: distill a news article into 3 bullet points
3374 ms
🏷️
Classification
Real-world: sentiment + category from customer review
1225 ms
📄
Data Extraction
Real-world: pull structured fields from an invoice
2571 ms
📋
Instruction Follow
Real-world: multi-rule compliance (5 sentences, no "the", etc.)
3169 ms