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Thoughts on AI, technology, and the future we're building.
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A model-level benchmark profile for Claude 3.7 Sonnet 20250219, combining Arena category ranks, suite indexes, commercial price and speed data, SWE-bench status, and lab context.
Lab
Anthropic
Proprietary
Coverage
22%
2 of 9 tracked signals
Best Arena rank
#66
Vision Arena
Best suite
#57
Coding / 50
Model profile
This view treats missing values as coverage gaps, then puts every available score, rank, cost, and speed signal into the same visual hierarchy.
Analyst view
Its best composite result is rank #57 in the coding view, with a 50 coding index. The strongest raw Arena signal is Vision Arena at rank #66 with 4,558 public votes.
Best current lane
Coding
#57 / 50 coding index
Strongest raw signal
Vision
#66, 1176 score
Commercial posture
Not listed
Not listed first token / Not listed
Coverage gaps
Profile completeness
Arena categories
1/5
Vision
Commercial match
Live
Claude 3.7 Sonnet (Reasoning)
SWE-bench
#36
bash-only
Raw identifier
claude-3-7-sonnet-20250219
Performance cockpit
Arena rows show score, public rank, confidence interval, vote count, and publish date. Missing rows stay visible as coverage gaps.
Text Arena
Arena category
Not listed
No confident public Arena row for this category.
Coverage gap
WebDev Arena
Arena category
Not listed
No confident public Arena row for this category.
Coverage gap
Vision Arena
Arena category
1167-1185 CI
Search Arena
Arena category
Not listed
No confident public Arena row for this category.
Coverage gap
Document Arena
Arena category
Not listed
No confident public Arena row for this category.
Coverage gap
SWE-bench Verified
Software issue resolution
bash-only
Cost and speed
Price, latency, and throughput are only shown when a confident commercial source row is matched.
Blended price
Not listed
USD / 1M tokens
Input price
Not listed
USD / 1M input tokens
Output price
Not listed
USD / 1M output tokens
Latency
Not listed
Median time to first token
Output speed
Not listed
Median generation speed
Matched source row
Claude 3.7 Sonnet (Reasoning)Suite position
These views combine available public signals into purpose-specific indexes. A missing card means the model lacks enough source coverage for that lens.
Value
Quality, price, latency, and output speed
Not listed
Not enough matched source rows for this composite view.
Coding
Code Arena, SWE-bench, and output speed
coding index
Agents
Search, documents, code, and latency
Not listed
Not enough matched source rows for this composite view.
Reasoning
Text, documents, vision, and mode signal
reasoning proxy
Long context
Document, search, and text benchmark proxy
Not listed
Not enough matched source rows for this composite view.
Lab context
Same-lab models make it easier to see whether this profile is a flagship, value play, specialist, or lower-coverage row.
Claude Opus 4.7
claude-opus-4-7
Best rank
#1
Coverage
89%
Claude Opus 4.6 Thinking
claude-opus-4-6-thinking
Best rank
#1
Coverage
78%
Claude Opus 4.7 Thinking
claude-opus-4-7-thinking
Best rank
#1
Coverage
44%
Claude Opus 4.6 Search
claude-opus-4-6-search
Best rank
#2
Coverage
11%
Claude Opus 4.6
claude-opus-4-6
Best rank
#3
Coverage
89%
Claude Sonnet 4.6
claude-sonnet-4-6
Best rank
#5
Coverage
78%
Claude Opus 4.5 20251101
claude-opus-4-5-20251101
Best rank
#10
Coverage
78%
Claude Opus 4.5 20251101 Thinking 32K
claude-opus-4-5-20251101-thinking-32k
Best rank
#12
Coverage
22%
