Phi 4 Open vs SAFugu Max Paid
Phi 4 vs Fugu Max 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.
$0.14 /M outputNo per-token fees if you self-host
$6 /M outputManaged API (no infra to run)
Phi 4 vs Fugu Max specs
| Spec | Phi 4 | Fugu Max | Winner |
|---|---|---|---|
| Maker | Microsoft | Sakana AI | – |
| Type | Open-weight | Proprietary | |
| Context window | 16K tokens | 1M tokens | SAFugu Max |
| Input price | $0.07/M · free self-host | $2/M | |
| Output price | $0.14/M · free self-host | $6/M | |
| Vision / multimodal | No | Yes | SAFugu Max |
| Tool / function calling | No | Yes | SAFugu Max |
| Self-hostable | Yes | No (API only) | |
| License | MIT | Proprietary |
Price gap & when to choose each
Phi 4 is ~43× cheaper than Fugu Max on output tokens ($0.14 vs $6 per M tokens).
- You want to self-host or run on your cloud
- You prioritize data privacy & control
- You want the lowest operating costs
- You are building open or reproducible AI
- You want frontier performance through a managed API
- You need the longer 1M context window
- You value reliability & ecosystem
- You don't want to manage infrastructure
Feature comparison
| Capability | Phi 4 | Fugu Max |
|---|---|---|
| Open weights (downloadable) | ✓ | ✗ |
| Self-hostable | ✓ | ✗ |
| Runs fully offline | ✓ | ✗ |
| Vision / multimodal | ✗ | ✓ |
| Tool / function calling | ✗ | ✓ |
| 1M+ context window | ✗ | ✓ |
Benchmarks: Phi 4 vs Fugu Max
Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).
Benchmark data by Artificial Analysis.
How Phi 4 and Fugu Max score
| Criterion | Phi 4 | Fugu Max |
|---|---|---|
| Cost-efficiency | 5.0 | 4.0 |
| Context window | 2.0 | 5.0 |
| Openness | 5.0 | 1.5 |
| Self-hosting | 5.0 | 1.0 |
| Multimodality | 2.0 | 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
Phi 4 Open
[Microsoft Research](/microsoft) Phi-4 is designed to perform well in complex reasoning tasks and can operate efficiently in situations with limited memory or where quick responses are needed. At 14 billion...
Fugu Max Paid
Fugu Max is the cost-performance model in Sakana AI's Fugu family. Rather than a single monolithic model, Fugu is a learned multi-agent orchestration system: a language model trained to route...
Frequently asked questions
Is Phi 4 as good as Fugu Max?
Phi 4 is open-weight and competitive on many tasks, but Fugu Max 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 Phi 4 locally?
Yes. Phi 4 has open weights, so you can self-host it on your own GPUs or run it via a low-cost API. Fugu Max is API-only and cannot be self-hosted.
How much cheaper is Phi 4?
Phi 4 costs $0.14/M output vs $6/M for Fugu Max — roughly 43x cheaper via API, and free if you self-host.
Phi 4 vs Fugu Max — which should I pick in 2026?
Choose Phi 4 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 Fugu Max if you want frontier capability through a managed API with zero infrastructure to run.
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