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Compare / head-to-head

Claude Opus 4.1vsClaude Sonnet 4

Claude Sonnet 4 leads 2 of 3 shared benchmarks. Claude Sonnet 4 is 5x cheaper per token. Both offer a 200K-token context window.

Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.

Shared benchmarks
1 – 2
Claude Sonnet 4 leads
Cheaper per token
Claude Sonnet 4
5x cheaper, input + output
Larger context
Tie
both 200K tokens
Provider uptime (30d)
100%
Anthropic
Claude Opus 4.1
Anthropic · released 2025-08-05
textvision
Context
200K
Max out
32K
Input /1M
$15
Output /1M
$75
Cached /1M
$1.5
Scores
6 · 6 core
Claude Sonnet 4
Anthropic · released 2025-05-22
textvision
Context
200K
Max out
64K
Input /1M
$3
Output /1M
$15
Cached /1M
$0.3
Scores
4 · 4 core
Quality

Benchmark matrix

BenchmarkClaude Opus 4.1Claude Sonnet 4ΔEdge
Reported by both · 3
SWE-bench Verified74.5% 72.7% +1.8 ptClaude Opus 4.1
GPQA Diamond77.3% epoch79.2% epoch-1.9 ptClaude Sonnet 4
OTIS Mock AIME 2024-2025 (Epoch AI run)68.9% epoch71.1% epoch-2.2 ptClaude Sonnet 4
Only Claude Opus 4.1 reports · 3
FrontierMath Tier 4 v2 (Epoch AI run)2.4% epochnot reported
FrontierMath Tiers 1-3 v2 (Epoch AI run)12.6% epochnot reported
SWE-bench Verified (Epoch AI run)73.3% epochnot reported
Only Claude Sonnet 4 reports · 1
AIME 2024 (no extended thinking)not reported33.1%
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is Claude Opus 4.1 minus Claude Sonnet 4 in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing

Side by side

SpecClaude Opus 4.1Claude Sonnet 4Edge
Context window200K tokens200K tokensTie
Max output32K tokens64K tokensClaude Sonnet 4
Input price / 1M$15 $3 Claude Sonnet 4
Output price / 1M$75 $15 Claude Sonnet 4
Cached input / 1M$1.5 $0.3 Claude Sonnet 4
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$90$18Claude Sonnet 4
Modalitiestext · visiontext · visionTie
Released2025-08-052025-05-22
Cited benchmark scores64
Reliability

Anthropic status

All providers
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Which one wins on your data?

Public benchmarks are a starting point. Run Claude Opus 4.1 and Claude Sonnet 4 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.