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Claude 3.5 SonnetvsLlama 4 Scout

Llama 4 Scout leads 1 of 1 shared benchmark. Llama 4 Scout has the larger context window (10M tokens).

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

Shared benchmarks
0 – 1
Llama 4 Scout leads
Cheaper per token
list price, input + output
Larger context
Llama 4 Scout
10M tokens
Provider uptime (30d)
100% · —
Anthropic · Meta
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
Llama 4 Scout
Meta · released 2025-04-05
textvision
Context
10M
Max out
Input /1M
Output /1M
Cached /1M
Scores
2 · 2 core
Quality

Benchmark matrix

BenchmarkClaude 3.5 SonnetLlama 4 ScoutΔEdge
Reported by both · 1
GPQA Diamond55.3% epoch57.2% -1.9 ptLlama 4 Scout
Only Claude 3.5 Sonnet reports · 3
SWE-bench Verified49% not reported
AIME 20253.3% matharenanot reported
OTIS Mock AIME 2024-2025 (Epoch AI run)8.5% epochnot reported
Only Llama 4 Scout reports · 1
MMLU-Pronot reported74.3%
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 Llama 4 Scout 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 SonnetLlama 4 ScoutEdge
Context window200K tokens10M tokensLlama 4 Scout
Max output8K tokens
Input price / 1M$3
Output price / 1M$15
Cached input / 1M$0.3
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$18
Modalitiestext · visiontext · visionTie
Released2024-10-222025-04-05
Cited benchmark scores42
Reliability

Provider status

All providers
More matchups

Claude 3.5 Sonnet vs …

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Public benchmarks are a starting point. Run Claude 3.5 Sonnet and Llama 4 Scout on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.