Sonar Pro Paid vs 
GPT-6 Luna Paid
Sonar Pro vs GPT-6 Luna compared — price per token, context window, multimodality, openness and which to choose. Full 2026 breakdown.
Sonar Pro — full profile › · GPT-6 Luna — full profile ›
Prices & specs refreshed from live data · olud.ai
Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.
$15 /M outputManaged API (no infra to run)
$0.5 /M outputManaged API (no infra to run)
Sonar Pro vs GPT-6 Luna specs
| Spec | Sonar Pro | GPT-6 Luna | Winner |
|---|---|---|---|
| Maker | Perplexity | OpenAI | – |
| Type | Proprietary | Proprietary | – |
| Context window | 200K tokens | 1.1M tokens | |
| Input price | $3/M | $0.1/M | |
| Output price | $15/M | $0.5/M | |
| Vision / multimodal | Yes | Yes | = Tie |
| Tool / function calling | No | Yes | |
| Self-hostable | No (API only) | No (API only) | – |
| License | Proprietary | Proprietary | – |
Price gap & when to choose each
GPT-6 Luna is ~30× cheaper than Sonar Pro on output tokens ($0.5 vs $15 per M tokens).
- You want frontier performance through a managed API
- You value reliability & ecosystem
- You don't want to manage infrastructure
- You want frontier performance through a managed API
- You need the longer 1.1M context window
- You want the lower output price
- You value reliability & ecosystem
- You don't want to manage infrastructure
Feature comparison
| Capability | Sonar Pro | GPT-6 Luna |
|---|---|---|
| Open weights (downloadable) | ✗ | ✗ |
| Self-hostable | ✗ | ✗ |
| Runs fully offline | ✗ | ✗ |
| Vision / multimodal | ✓ | ✓ |
| Tool / function calling | ✗ | ✓ |
| 1M+ context window | ✗ | ✓ |
Benchmarks: Sonar Pro vs GPT-6 Luna
Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).
Benchmark data by Artificial Analysis.
How Sonar Pro and GPT-6 Luna score
| Criterion | Sonar Pro | GPT-6 Luna |
|---|---|---|
| Cost-efficiency | 3.0 | 5.0 |
| Context window | 4.0 | 5.0 |
| Openness | 1.5 | 1.5 |
| Self-hosting | 1.0 | 1.0 |
| Multimodality | 3.5 | 5.0 |
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
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
GPT-6 Luna Paid
GPT-6 Luna is the fast, cost-efficient model in OpenAI's GPT-6 series, positioned below GPT-6 Sol. It is suited for high-volume and latency-sensitive workloads such as chat, classification, and lightweight agentic...
Frequently asked questions
Sonar Pro vs GPT-6 Luna — which is cheaper?
GPT-6 Luna is cheaper on output ($0.5/M vs $15/M).
Which has the larger context window?
GPT-6 Luna offers the larger context window (1.1M tokens).
Sonar Pro vs GPT-6 Luna — which should I pick in 2026?
Choose GPT-6 Luna for the lower output price ($0.5/M vs $15/M). It also gives you the larger 1.1M context window.
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