AI Models · Paid vs Paid

Sonar Pro Paid vs PEPerceptron Mk1 Paid

Sonar Pro vs Perceptron Mk1 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
PEPerceptron Mk1PaidPerceptron
$0.15 /M input
$1.5 /M outputManaged API (no infra to run)
TypeProprietary
Context window33K tokens
MultimodalYes
Self-hostNo
Choose Perceptron Mk1 for the lower output price ($1.5/M vs $15/M). Choose Sonar Pro if you need the larger 200K context window.

Sonar Pro vs Perceptron Mk1 specs

SpecSonar ProPerceptron Mk1Winner
MakerPerplexityPerceptron
TypeProprietaryProprietary
Context window200K tokens33K tokensSonar Pro
Input price$3/M$0.15/MPEPerceptron Mk1
Output price$15/M$1.5/MPEPerceptron Mk1
Vision / multimodalYesYes= Tie
Tool / function callingNoNo
Self-hostableNo (API only)No (API only)
LicenseProprietaryProprietary

Price gap & when to choose each

10×cheaper per output token

Perceptron Mk1 is ~10× cheaper than Sonar Pro on output tokens ($1.5 vs $15 per M tokens).

Choose Sonar Pro if…
  • You want frontier performance through a managed API
  • You need the longer 200K context window
  • You value reliability & ecosystem
  • You don't want to manage infrastructure
PEChoose Perceptron Mk1 if…
  • You want frontier performance through a managed API
  • You want the lower output price
  • You value reliability & ecosystem
  • You don't want to manage infrastructure

Feature comparison

CapabilitySonar ProPerceptron Mk1
Open weights (downloadable)
Self-hostable
Runs fully offline
Vision / multimodal
Tool / function calling
1M+ context window

Benchmarks: Sonar Pro vs Perceptron Mk1

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

Sonar Pro
Perceptron Mk1
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 Perceptron Mk1 score

🤝 Neck and neck on these criteria (2.6 vs 2.6 / 5).
CriterionSonar ProPerceptron Mk1
Cost-efficiency3.04.5
Context window4.02.5
Openness1.51.5
Self-hosting1.01.0
Multimodality3.53.5

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

Perceptron Mk1 Paid

Perceptron · Proprietary

Perceptron Mk1 (Mark One) is Perceptron's highest-quality vision-language model for video and embodied reasoning.** It accepts image and video inputs paired with natural language queries, and produces detailed visual understanding...

Frequently asked questions

Sonar Pro vs Perceptron Mk1 — which is cheaper?

Perceptron Mk1 is cheaper on output ($1.5/M vs $15/M).

Which has the larger context window?

Sonar Pro offers the larger context window (200K tokens).

Sonar Pro vs Perceptron Mk1 — which should I pick in 2026?

Choose Perceptron Mk1 for the lower output price ($1.5/M vs $15/M). Choose Sonar Pro if you need the larger 200K context window.

People also compare

Explore more open-source AI

Browse the full open-source model leaderboard, thousands of tools and live benchmarks — all in one place.

Open the leaderboard →