Sonar Deep Research Paid vs PEPerceptron Mk1 Paid
Sonar Deep Research vs Perceptron Mk1 compared — price per token, context window, multimodality, openness and which to choose. Full 2026 breakdown.
Sonar Deep Research — full profile › · Perceptron Mk1 — full profile ›
Prices & specs refreshed from live data · olud.ai
Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.
$8 /M outputManaged API (no infra to run)
$1.5 /M outputManaged API (no infra to run)
Sonar Deep Research vs Perceptron Mk1 specs
| Spec | Sonar Deep Research | Perceptron Mk1 | Winner |
|---|---|---|---|
| Maker | Perplexity | Perceptron | – |
| Type | Proprietary | Proprietary | – |
| Context window | 128K tokens | 33K tokens | |
| Input price | $2/M | $0.15/M | PEPerceptron Mk1 |
| Output price | $8/M | $1.5/M | PEPerceptron Mk1 |
| Vision / multimodal | No | Yes | PEPerceptron Mk1 |
| Tool / function calling | No | No | – |
| Self-hostable | No (API only) | No (API only) | – |
| License | Proprietary | Proprietary | – |
Price gap & when to choose each
Perceptron Mk1 is ~5.3× cheaper than Sonar Deep Research on output tokens ($1.5 vs $8 per M tokens).
- You want frontier performance through a managed API
- You need the longer 128K context window
- You value reliability & ecosystem
- You don't want to manage infrastructure
- 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
| Capability | Sonar Deep Research | Perceptron Mk1 |
|---|---|---|
| Open weights (downloadable) | ✗ | ✗ |
| Self-hostable | ✗ | ✗ |
| Runs fully offline | ✗ | ✗ |
| Vision / multimodal | ✗ | ✓ |
| Tool / function calling | ✗ | ✗ |
| 1M+ context window | ✗ | ✗ |
How Sonar Deep Research and Perceptron Mk1 score
| Criterion | Sonar Deep Research | Perceptron Mk1 |
|---|---|---|
| Cost-efficiency | 3.5 | 4.5 |
| Context window | 3.5 | 2.5 |
| Openness | 1.5 | 1.5 |
| Self-hosting | 1.0 | 1.0 |
| Multimodality | 2.0 | 3.5 |
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 Deep Research Paid
Sonar Deep Research is a research-focused model designed for multi-step retrieval, synthesis, and reasoning across complex topics. It autonomously searches, reads, and evaluates sources, refining its approach as it gathers...
Perceptron Mk1 Paid
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 Deep Research vs Perceptron Mk1 — which is cheaper?
Perceptron Mk1 is cheaper on output ($1.5/M vs $8/M).
Which has the larger context window?
Sonar Deep Research offers the larger context window (128K tokens).
Sonar Deep Research vs Perceptron Mk1 — which should I pick in 2026?
Choose Perceptron Mk1 for the lower output price ($1.5/M vs $8/M). Choose Sonar Deep Research if you need the larger 128K context window.
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