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Compare / head-to-head

GPT-5.4 minivsLlama 4 Scout

GPT-5.4 mini 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
1 – 0
GPT-5.4 mini leads
Cheaper per token
list price, input + output
Larger context
Llama 4 Scout
10M tokens
Provider uptime (30d)
94.5392% · —
OpenAI · Meta
GPT-5.4 mini
OpenAI · released 2026-03-17
textvision
Context
400K
Max out
128K
Input /1M
$0.75
Output /1M
$4.5
Cached /1M
$0.075
Scores
10 · 6 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

BenchmarkGPT-5.4 miniLlama 4 ScoutΔEdge
Reported by both · 1
GPQA Diamond88% 57.2% +30.8 ptGPT-5.4 mini
Only GPT-5.4 mini reports · 8
FrontierMath Tier 4 v2 (Epoch AI run)9.8% epochnot reported
FrontierMath Tiers 1-3 v2 (Epoch AI run)51.2% epochnot reported
OSWorld-Verified72.1% not reported
OTIS Mock AIME 2024-2025 (Epoch AI run)88.9% epochnot reported
SimpleQA Verified29.4% epochnot reported
SWE-Bench Pro54.4% not reported
Terminal-Bench 2.060% not reported
Toolathlon42.9% not 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 GPT-5.4 mini 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

SpecGPT-5.4 miniLlama 4 ScoutEdge
Context window400K tokens10M tokensLlama 4 Scout
Max output128K tokens
Input price / 1M$0.75
Output price / 1M$4.5
Cached input / 1M$0.075
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$5.25
Modalitiestext · visiontext · visionTie
Released2026-03-172025-04-05
Cited benchmark scores102
Reliability

Provider status

All providers
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GPT-5.4 mini vs …

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Public benchmarks are a starting point. Run GPT-5.4 mini and Llama 4 Scout on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.