Step 5 Preview Open vs 
Solar Pro 3 Paid
Step 5 Preview vs Solar Pro 3 compared — price per token, context window, multimodality, openness and which to choose. Can the open-source model replace the paid one? Full 2026 breakdown.
Prices & specs refreshed from live data · olud.ai
Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.
$2.7 /M outputNo per-token fees if you self-host
$0.6 /M outputManaged API (no infra to run)
Step 5 Preview vs Solar Pro 3 specs
| Spec | Step 5 Preview | Solar Pro 3 | Winner |
|---|---|---|---|
| Maker | Stepfun | Upstage | – |
| Type | Open-weight | Proprietary | |
| Context window | 1M tokens | 131K tokens | |
| Input price | $1/M · free self-host | $0.15/M | |
| Output price | $2.7/M · free self-host | $0.6/M | |
| Vision / multimodal | Yes | No | |
| Tool / function calling | Yes | Yes | = Tie |
| Self-hostable | Yes | No (API only) | |
| License | Open weights | Proprietary |
Price gap & when to choose each
Solar Pro 3 is ~4.5× cheaper than Step 5 Preview on output tokens ($0.6 vs $2.7 per M tokens).
- You want to self-host or run on your cloud
- You need the longer 1M context window
- You prioritize data privacy & control
- You are building open or reproducible AI
- 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 | Step 5 Preview | Solar Pro 3 |
|---|---|---|
| Open weights (downloadable) | ✓ | ✗ |
| Self-hostable | ✓ | ✗ |
| Runs fully offline | ✓ | ✗ |
| Vision / multimodal | ✓ | ✗ |
| Tool / function calling | ✓ | ✓ |
| 1M+ context window | ✓ | ✗ |
Benchmarks: Step 5 Preview vs Solar Pro 3
Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).
Benchmark data by Artificial Analysis.
How Step 5 Preview and Solar Pro 3 score
| Criterion | Step 5 Preview | Solar Pro 3 |
|---|---|---|
| Cost-efficiency | 4.5 | 5.0 |
| Context window | 5.0 | 3.5 |
| Openness | 5.0 | 1.5 |
| Self-hosting | 5.0 | 1.0 |
| Multimodality | 5.0 | 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
Step 5 Preview Open
Step 5 Preview is StepFun's flagship model for agentic work, built on a sparse Mixture-of-Experts architecture (27B active / 600B total parameters). It performs strongly in software engineering and professional...
Solar Pro 3 Paid
Solar Pro 3 is Upstage's powerful Mixture-of-Experts (MoE) language model. With 102B total parameters and 12B active parameters per forward pass, it delivers exceptional performance while maintaining computational efficiency. Optimized...
Other models in these families
These variants are tracked but not compared here — one page per family keeps the comparison readable.
Frequently asked questions
Is Step 5 Preview as good as Solar Pro 3?
Step 5 Preview is open-weight and competitive on many tasks, but Solar Pro 3 may still lead on the hardest reasoning and agentic work. The gap keeps narrowing — benchmark both on your actual use case before deciding.
Can I run Step 5 Preview locally?
Yes. Step 5 Preview has open weights, so you can self-host it on your own GPUs or run it via a low-cost API. Solar Pro 3 is API-only and cannot be self-hosted.
Step 5 Preview vs Solar Pro 3 — which should I pick in 2026?
Choose Step 5 Preview if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose Solar Pro 3 if you want frontier capability through a managed API with zero infrastructure to run.
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