AI Models · Paid vs Paid

Sonar Pro Paid vs AMNova Pro 1.0 Paid

Sonar Pro vs Nova Pro 1.0 compared — price per token, context window, multimodality, openness and which to choose. Full 2026 breakdown.

Prices & specs refreshed from live data · olud.ai

Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.

Sonar ProPaidPerplexity
$3 /M input
$15 /M outputManaged API (no infra to run)
TypeProprietary
Context window200K tokens
MultimodalYes
Self-hostNo
AMNova Pro 1.0PaidAmazon
$0.8 /M input
$3.2 /M outputManaged API (no infra to run)
TypeProprietary
Context window300K tokens
MultimodalYes
Self-hostNo
Choose Nova Pro 1.0 for the lower output price ($3.2/M vs $15/M). It also gives you the larger 300K context window.

Sonar Pro vs Nova Pro 1.0 specs

SpecSonar ProNova Pro 1.0Winner
MakerPerplexityAmazon
TypeProprietaryProprietary
Context window200K tokens300K tokensAMNova Pro 1.0
Input price$3/M$0.8/MAMNova Pro 1.0
Output price$15/M$3.2/MAMNova Pro 1.0
Vision / multimodalYesYes= Tie
Tool / function callingNoYesAMNova Pro 1.0
Self-hostableNo (API only)No (API only)
LicenseProprietaryProprietary

Price gap & when to choose each

4.7×cheaper per output token

Nova Pro 1.0 is ~4.7× cheaper than Sonar Pro on output tokens ($3.2 vs $15 per M tokens).

Choose Sonar Pro if…
  • You want frontier performance through a managed API
  • You value reliability & ecosystem
  • You don't want to manage infrastructure
AMChoose Nova Pro 1.0 if…
  • You want frontier performance through a managed API
  • You need the longer 300K context window
  • You want the lower output price
  • You value reliability & ecosystem
  • You don't want to manage infrastructure

Feature comparison

CapabilitySonar ProNova Pro 1.0
Open weights (downloadable)
Self-hostable
Runs fully offline
Vision / multimodal
Tool / function calling
1M+ context window

Benchmarks: Sonar Pro vs Nova Pro 1.0

Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).

Sonar Pro
Nova Pro 1.0
Intelligence index
7.6
GPQA
57.8%
MMLU-Pro
75.5%
Humanity's Last Exam
6.6%
LiveCodeBench
27.5%
MATH-500
74.5%
AIME
29%
Speed
0 tok/s
Latency
0s

Benchmark data by Artificial Analysis.

How Sonar Pro and Nova Pro 1.0 score

🏆 Best value & openness: Nova Pro 1.0 (3.1 vs 2.6 / 5)
CriterionSonar ProNova Pro 1.0
Cost-efficiency3.04.0
Context window4.04.0
Openness1.51.5
Self-hosting1.01.0
Multimodality3.55.0

Scores come from live data — output price (cost), context length, open vs closed weights (openness & self-hosting) and vision/tool support (multimodality). Raw task quality isn't scored here; it depends on your benchmark — see the verdict.

What each model is

Sonar Pro Paid

Perplexity · Proprietary

Note: Sonar Pro pricing includes Perplexity search pricing. See [details here](https://docs.perplexity.ai/guides/pricing#detailed-pricing-breakdown-for-sonar-reasoning-pro-and-sonar-pro) For enterprises seeking more advanced capabilities, t

Nova Pro 1.0 Paid

Amazon · Proprietary

Amazon Nova Pro 1.0 is a capable multimodal model from Amazon focused on providing a combination of accuracy, speed, and cost for a wide range of tasks. As of December...

Frequently asked questions

Sonar Pro vs Nova Pro 1.0 — which is cheaper?

Nova Pro 1.0 is cheaper on output ($3.2/M vs $15/M).

Which has the larger context window?

Nova Pro 1.0 offers the larger context window (300K tokens).

Sonar Pro vs Nova Pro 1.0 — which should I pick in 2026?

Choose Nova Pro 1.0 for the lower output price ($3.2/M vs $15/M). It also gives you the larger 300K context window.

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