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Compare / head-to-head

Amazon Nova ProvsDeepSeek V4 Pro

Amazon Nova Pro and DeepSeek V4 Pro do not yet share a public benchmark, so quality cannot be compared apples-to-apples. DeepSeek V4 Pro is 3.1x cheaper per token. DeepSeek V4 Pro has the larger context window (1M tokens).

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

Shared benchmarks
0
no overlap yet
Cheaper per token
DeepSeek V4 Pro
3.1x cheaper, input + output
Larger context
DeepSeek V4 Pro
1M tokens
Provider uptime (30d)
— · 100%
Amazon · DeepSeek
Amazon Nova Pro
Amazon · released 2024-12-02
textvision
Context
300K
Max out
10K
Input /1M
$0.8
Output /1M
$3.2
Cached /1M
Scores
8 · 2 core
DeepSeek V4 Pro
DeepSeek · released 2026-08-13
text
Context
1M
Max out
384K
Input /1M
$0.435
Output /1M
$0.87
Cached /1M
$0.004
Scores
11 · 9 core
Quality

Benchmark matrix

BenchmarkAmazon Nova ProDeepSeek V4 ProΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only Amazon Nova Pro reports · 8
MMLU85.9% not reported
ARC-C94.8% not reported
BBH86.9% not reported
DROP85.4% not reported
GPQA46.9% not reported
GSM8K94.8% not reported
IFEval92.1% not reported
MATH76.6% not reported
Only DeepSeek V4 Pro reports · 11
GPQA Diamondnot reported90.9% epoch
AIME 2026not reported96.7% matharena
LMArena Elonot reported1450.6
DeepSWE v1.1not reported62.7%
FrontierMath Tier 4 v2 (Epoch AI run)not reported2.4% epoch
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported45.3% epoch
Humanity's Last Exam (with tools)not reported60%
OTIS Mock AIME 2024-2025 (Epoch AI run)not reported96.7% epoch
SimpleQA Verifiednot reported47% epoch
SWE-bench Verified (Epoch AI run)not reported77.6% epoch
Terminal-Bench 2.1not reported87.9%
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 DeepSeek V4 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

SpecAmazon Nova ProDeepSeek V4 ProEdge
Context window300K tokens1M tokensDeepSeek V4 Pro
Max output10K tokens384K tokensDeepSeek V4 Pro
Input price / 1M$0.8 $0.435 DeepSeek V4 Pro
Output price / 1M$3.2 $0.87 DeepSeek V4 Pro
Cached input / 1M$0.004
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$4$1.31DeepSeek V4 Pro
Modalitiestext · visiontextAmazon Nova Pro
Released2024-12-022026-08-13
Cited benchmark scores811
Reliability

Provider status

All providers
More matchups

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Public benchmarks are a starting point. Run Amazon Nova Pro and DeepSeek V4 Pro on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.