Compare / head-to-head
Amazon Nova ProvsGPT-4o
Amazon Nova Pro leads 1 of 1 shared benchmark. Amazon Nova Pro is 3.1x cheaper per token. Amazon Nova Pro has the larger context window (300K tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
1 – 0
Amazon Nova Pro leads
Cheaper per token
Amazon Nova Pro
3.1x cheaper, input + output
Larger context
Amazon Nova Pro
300K tokens
Provider uptime (30d)
— · 94.822%
Amazon · OpenAI
Amazon Nova Pro
Amazon · released 2024-12-02
textvision
Quality
Benchmark matrix
1 shared · 7 only Amazon Nova Pro · 7 only GPT-4o| Benchmark | Amazon Nova Pro | GPT-4o | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 1 | ||||
| MMLU | 85.9% ↗ | 85.7% ↗ | +0.2 pt | Amazon Nova Pro |
| Only Amazon Nova Pro reports · 7 | ||||
| ARC-C | 94.8% ↗ | not reported | — | — |
| BBH | 86.9% ↗ | not reported | — | — |
| DROP | 85.4% ↗ | not reported | — | — |
| GPQA | 46.9% ↗ | not reported | — | — |
| GSM8K | 94.8% ↗ | not reported | — | — |
| IFEval | 92.1% ↗ | not reported | — | — |
| MATH | 76.6% ↗ | not reported | — | — |
| Only GPT-4o reports · 7 | ||||
| GPQA Diamond | not reported | 46% ↗ | — | — |
| AIME 2025 | not reported | 11.7% ↗matharena | — | — |
| AIME 2024 | not reported | 13.1% ↗ | — | — |
| FrontierMath Tiers 1-3 v2 (Epoch AI run) | not reported | 0.4% ↗epoch | — | — |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | not reported | 6.4% ↗epoch | — | — |
| SimpleQA Verified | not reported | 26% ↗epoch | — | — |
| SWE-bench Verified (Epoch AI run) | not reported | 31% ↗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 Amazon Nova Pro minus GPT-4o 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
Official pricing pages and model cards| Spec | Amazon Nova Pro | GPT-4o | Edge |
|---|---|---|---|
| Context window | 300K tokens | 128K tokens | Amazon Nova Pro |
| Max output | 10K tokens | 16K tokens | GPT-4o |
| Input price / 1M | $0.8 ↗ | $2.5 ↗ | Amazon Nova Pro |
| Output price / 1M | $3.2 ↗ | $10 ↗ | Amazon Nova Pro |
| Cached input / 1M | — | $1.25 ↗ | — |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $4 | $12.5 | Amazon Nova Pro |
| Modalities | text · vision | text · vision | Tie |
| Released | 2024-12-02 | 2024-05-13 | — |
| Cited benchmark scores | 8 | 9 | — |
Reliability
Provider status
Last 60 days · refreshed daily on this page · live on /statusMore matchups
Amazon Nova Pro vs …
Models sharing the most benchmarksMore matchups
GPT-4o vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
Public benchmarks are a starting point. Run Amazon Nova Pro and GPT-4o on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.