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Compare / head-to-head

Claude Sonnet 4.6vsGrok 4.3

Claude Sonnet 4.6 leads 3 of 4 shared benchmarks. Grok 4.3 is 4.8x cheaper per token. Both offer a 1M-token context window.

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

Shared benchmarks
3 – 1
Claude Sonnet 4.6 leads
Cheaper per token
Grok 4.3
4.8x cheaper, input + output
Larger context
Tie
both 1M tokens
Provider uptime (30d)
100% · —
Anthropic · xAI
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
textvision
Context
1M
Max out
Input /1M
$1.25
Output /1M
$2.5
Cached /1M
$0.2
Scores
6 · 6 core
Quality

Benchmark matrix

BenchmarkClaude Sonnet 4.6Grok 4.3ΔEdge
Reported by both · 4
GPQA Diamond89.9% 88.8% epoch+1.1 ptClaude Sonnet 4.6
LMArena Elo1458.3 1397.7 +60.6Claude Sonnet 4.6
OTIS Mock AIME 2024-2025 (Epoch AI run)85.8% epoch93.3% epoch-7.5 ptGrok 4.3
SimpleQA Verified35.5% epoch33.2% epoch+2.3 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
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
SWE-bench Verified (Epoch AI run)75.2% epochnot reported
Tau2-bench Retail91.7% not reported
Tau2-bench Telecom97.9% not reported
Terminal-Bench 2.059.1% not reported
Only Grok 4.3 reports · 2
FrontierMath Tier 4 v2 (Epoch AI run)not reported14.6% epoch
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported42.8% 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 Grok 4.3 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 4.6Grok 4.3Edge
Context window1M tokens1M tokensTie
Max output128K tokens
Input price / 1M$3 $1.25 Grok 4.3
Output price / 1M$15 $2.5 Grok 4.3
Cached input / 1M$0.3 $0.2 Grok 4.3
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$18$3.75Grok 4.3
Modalitiestext · visiontext · visionTie
Released2026-02-17
Cited benchmark scores196
Reliability

Provider status

All providers
More matchups

Claude Sonnet 4.6 vs …

More matchups

Grok 4.3 vs …

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Public benchmarks are a starting point. Run Claude Sonnet 4.6 and Grok 4.3 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.