ModelsCompareBest forBenchmarksStatusPricingAPI
Compare / head-to-head

Llama 4 ScoutvsSonar Reasoning Pro

Llama 4 Scout and Sonar Reasoning Pro do not yet share a public benchmark, so quality cannot be compared apples-to-apples. 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
no overlap yet
Cheaper per token
list price, input + output
Larger context
Llama 4 Scout
10M tokens
Provider uptime (30d)
— · 100%
Meta · Perplexity
Llama 4 Scout
Meta · released 2025-04-05
textvision
Context
10M
Max out
Input /1M
Output /1M
Cached /1M
Scores
2 · 2 core
text
Context
128K
Max out
Input /1M
$2
Output /1M
$8
Cached /1M
Scores
0 · 0 core
Quality

Benchmark matrix

BenchmarkLlama 4 ScoutSonar Reasoning ProΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only Llama 4 Scout reports · 2
GPQA Diamond57.2% not reported
MMLU-Pro74.3% not reported
Only Sonar Reasoning Pro reports · 0
Sonar Reasoning Pro reports nothing Llama 4 Scout does not.
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 Llama 4 Scout minus Sonar Reasoning Pro 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

SpecLlama 4 ScoutSonar Reasoning ProEdge
Context window10M tokens128K tokensLlama 4 Scout
Max output
Input price / 1M$2
Output price / 1M$8
Cached input / 1M
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$10
Modalitiestext · visiontextLlama 4 Scout
Released2025-04-05
Cited benchmark scores20
Reliability

Provider status

All providers
Built by Respan
Which one wins on your data?

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