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Claude Sonnet 4.6vsGPT-4o

Claude Sonnet 4.6 leads 4 of 4 shared benchmarks. GPT-4o is 1.4x cheaper per token. Claude Sonnet 4.6 has the larger context window (1M tokens).

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

Shared benchmarks
4 – 0
Claude Sonnet 4.6 leads
Cheaper per token
GPT-4o
1.4x cheaper, input + output
Larger context
Claude Sonnet 4.6
1M tokens
Provider uptime (30d)
100% · 94.2446%
Anthropic · OpenAI
Claude Sonnet 4.6
Anthropic · released 2026-02-17
textvision
Context
1M
Max out
128K
Input /1M
$3
Output /1M
$15
Cached /1M
$0.3
Scores
19 · 8 core
GPT-4o
OpenAI · released 2024-05-13
textvision
Context
128K
Max out
16K
Input /1M
$2.5
Output /1M
$10
Cached /1M
$1.25
Scores
9 · 8 core
Quality

Benchmark matrix

BenchmarkClaude Sonnet 4.6GPT-4oΔEdge
Reported by both · 4
GPQA Diamond89.9% 46% +43.9 ptClaude Sonnet 4.6
OTIS Mock AIME 2024-2025 (Epoch AI run)85.8% epoch6.4% epoch+79.4 ptClaude Sonnet 4.6
SimpleQA Verified35.5% epoch26% epoch+9.5 ptClaude Sonnet 4.6
SWE-bench Verified (Epoch AI run)75.2% epoch31% epoch+44.2 ptClaude Sonnet 4.6
Only Claude Sonnet 4.6 reports · 14
SWE-bench Verified79.6% not reported
Humanity's Last Exam (no tools)33.2% not reported
LMArena Elo1458.3 not reported
ARC-AGI-2 (Verified)58.3% not reported
GDPval-AA1633 not reported
Humanity's Last Exam (with tools)49% not reported
MCP Atlas61.3% not reported
MMMLU89.3% not reported
MMMU-Pro (no tools)74.5% not reported
MMMU-Pro (with tools)75.6% not reported
OSWorld-Verified72.5% not reported
Tau2-bench Retail91.7% not reported
Tau2-bench Telecom97.9% not reported
Terminal-Bench 2.059.1% not reported
Only GPT-4o reports · 4
MMLUnot reported85.7%
AIME 2025not reported11.7% matharena
AIME 2024not reported13.1%
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported0.4% epoch
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 Sonnet 4.6 minus GPT-4o 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 Sonnet 4.6GPT-4oEdge
Context window1M tokens128K tokensClaude Sonnet 4.6
Max output128K tokens16K tokensClaude Sonnet 4.6
Input price / 1M$3 $2.5 GPT-4o
Output price / 1M$15 $10 GPT-4o
Cached input / 1M$0.3 $1.25 Claude Sonnet 4.6
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$18$12.5GPT-4o
Modalitiestext · visiontext · visionTie
Released2026-02-172024-05-13
Cited benchmark scores199
Reliability

Provider status

All providers
More matchups

Claude Sonnet 4.6 vs …

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Public benchmarks are a starting point. Run Claude Sonnet 4.6 and GPT-4o on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.