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Compare / head-to-head

Claude 3.5 SonnetvsGrok 4.5

Grok 4.5 leads 2 of 2 shared benchmarks. Grok 4.5 is 2.3x cheaper per token. Grok 4.5 has the larger context window (500K tokens).

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

Shared benchmarks
0 – 2
Grok 4.5 leads
Cheaper per token
Grok 4.5
2.3x cheaper, input + output
Larger context
Grok 4.5
500K tokens
Provider uptime (30d)
100% · —
Anthropic · xAI
Claude 3.5 Sonnet
Anthropic · released 2024-10-22
textvision
Context
200K
Max out
8K
Input /1M
$3
Output /1M
$15
Cached /1M
$0.3
Scores
4 · 4 core
Grok 4.5
xAI · released 2026-07-08
textvision
Context
500K
Max out
Input /1M
$2
Output /1M
$6
Cached /1M
$0.3
Scores
6 · 6 core
Quality

Benchmark matrix

BenchmarkClaude 3.5 SonnetGrok 4.5ΔEdge
Reported by both · 2
GPQA Diamond55.3% epoch93.4% epoch-38.1 ptGrok 4.5
OTIS Mock AIME 2024-2025 (Epoch AI run)8.5% epoch97.8% epoch-89.3 ptGrok 4.5
Only Claude 3.5 Sonnet reports · 2
SWE-bench Verified49% not reported
AIME 20253.3% matharenanot reported
Only Grok 4.5 reports · 4
LMArena Elonot reported1450.1
FrontierMath Tier 4 v2 (Epoch AI run)not reported24.4% epoch
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported57.2% epoch
SimpleQA Verifiednot reported48.3% 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 3.5 Sonnet minus Grok 4.5 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 3.5 SonnetGrok 4.5Edge
Context window200K tokens500K tokensGrok 4.5
Max output8K tokens
Input price / 1M$3 $2 Grok 4.5
Output price / 1M$15 $6 Grok 4.5
Cached input / 1M$0.3 $0.3 Tie
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$18$8Grok 4.5
Modalitiestext · visiontext · visionTie
Released2024-10-222026-07-08
Cited benchmark scores46
Reliability

Provider status

All providers
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Public benchmarks are a starting point. Run Claude 3.5 Sonnet and Grok 4.5 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.