AI Models · Paid vs Paid

SAFugu Ultra Paid vs MOMorph V3 Fast Paid

Fugu Ultra vs Morph V3 Fast compared — price per token, context window, multimodality, openness and which to choose. Full 2026 breakdown.

Fugu Ultra — full profile ›  ·  Morph V3 Fast — full profile ›

Prices & specs refreshed from live data · olud.ai

Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.

SAFugu UltraPaidSakana AI
$5 /M input
$30 /M outputManaged API (no infra to run)
TypeProprietary
Context window1M tokens
MultimodalYes
Self-hostNo
MOMorph V3 FastPaidMorph
$0.8 /M input
$1.2 /M outputManaged API (no infra to run)
TypeProprietary
Context window82K tokens
MultimodalNo
Self-hostNo
Choose Morph V3 Fast for the lower output price ($1.2/M vs $30/M). Choose Fugu Ultra if you need the larger 1M context window.

Fugu Ultra vs Morph V3 Fast specs

SpecFugu UltraMorph V3 FastWinner
MakerSakana AIMorph–
TypeProprietaryProprietary–
Context window1M tokens82K tokensSAFugu Ultra
Input price$5/M$0.8/MMOMorph V3 Fast
Output price$30/M$1.2/MMOMorph V3 Fast
Vision / multimodalYesNoSAFugu Ultra
Tool / function callingYesNoSAFugu Ultra
Self-hostableNo (API only)No (API only)–
LicenseProprietaryProprietary–

Price gap & when to choose each

25×cheaper per output token

Morph V3 Fast is ~25× cheaper than Fugu Ultra on output tokens ($1.2 vs $30 per M tokens).

SAChoose Fugu Ultra if…
  • 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
MOChoose Morph V3 Fast 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

CapabilityFugu UltraMorph V3 Fast
Open weights (downloadable)✗✗
Self-hostable✗✗
Runs fully offline✗✗
Vision / multimodal✓✗
Tool / function calling✓✗
1M+ context window✓✗

How Fugu Ultra and Morph V3 Fast score

🏆 Best value & openness: Fugu Ultra (3.1 vs 2.4 / 5)
CriterionFugu UltraMorph V3 Fast
Cost-efficiency3.04.5
Context window5.03.0
Openness1.51.5
Self-hosting1.01.0
Multimodality5.02.0

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

Fugu Ultra Paid

Sakana AI · Proprietary

Fugu Ultra is the higher-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...

Morph V3 Fast Paid

Morph · Proprietary

Morph's fastest apply model for code edits. ~10,500 tokens/sec with 96% accuracy for rapid code transformations. The model requires the prompt to be in the following format: <instruction>{instruction}</instruction> <code>{initial_code}</cod

Frequently asked questions

Fugu Ultra vs Morph V3 Fast — which is cheaper?

Morph V3 Fast is cheaper on output ($1.2/M vs $30/M).

Which has the larger context window?

Fugu Ultra offers the larger context window (1M tokens).

Fugu Ultra vs Morph V3 Fast — which should I pick in 2026?

Choose Morph V3 Fast for the lower output price ($1.2/M vs $30/M). Choose Fugu Ultra if you need the larger 1M context window.

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